diff --git a/.specify/memory/constitution.md b/.specify/memory/constitution.md index a4670ff..1f17d07 100644 --- a/.specify/memory/constitution.md +++ b/.specify/memory/constitution.md @@ -1,50 +1,61 @@ -# [PROJECT_NAME] Constitution - + + +# TextNLPClassifierApp Constitution ## Core Principles -### [PRINCIPLE_1_NAME] - -[PRINCIPLE_1_DESCRIPTION] - +### I. Modularity & CLI-First Interoperability +Every capability (crawling, multi-engine extraction, consensus selection, markdown conversion, NLP/LLM classification, and consolidation runtime) MUST be implemented as a modular, decoupled component under `src/` or `scripts/`. Every core component MUST expose a standard CLI interface supporting both human-readable logging and structured JSON input/output over standard streams, with explicit exit codes for automated pipeline orchestration. -### [PRINCIPLE_2_NAME] - -[PRINCIPLE_2_DESCRIPTION] - +### II. Determinism, Atomic Operations & Data Integrity +Text processing, shingle extraction, $F_1$ consensus calculation, metadata matrix resolution, and formatting transformations MUST be strictly deterministic, reproducible, and idempotent. All filesystem writes MUST execute via atomic transactional write patterns (temporary file staging followed by atomic rename) to eliminate corrupted state. Source data and multi-extractor payloads MUST be preserved non-destructively. -### [PRINCIPLE_3_NAME] - -[PRINCIPLE_3_DESCRIPTION] - +### III. Multi-Engine Consensus & Fault-Tolerant Fallback +Data extraction and parsing MUST NOT rely on single points of failure. The architecture enforces multi-engine extraction (Trafilatura, Newspaper4k, Readability) coupled with automated consensus scoring ($F_1$ 5-token shingles) and strict fallback heuristics. Edge cases (paywalls, empty bodies, anti-bot challenges) MUST be handled gracefully with explicit diagnostics. -### [PRINCIPLE_4_NAME] - -[PRINCIPLE_4_DESCRIPTION] - +### IV. Test-First & Empirical Validation (TDD & Regressions) +Test-Driven Development (TDD) and empirical test suites are mandatory. Unit tests, integration contracts, and regression suites MUST cover parser algorithms, CLI flags, exit codes, and error conditions before deployment. A 100% passing test baseline MUST be maintained (`pytest`), accompanied by static linting (`ruff`) and static type validation (`mypy`/`pyright`). -### [PRINCIPLE_5_NAME] - -[PRINCIPLE_5_DESCRIPTION] - +### V. Observability, Structured Logging & Traceability +All pipeline phases (crawling, article selection, consolidation, LLM/NLP classification) MUST emit structured, contextual telemetry. Operations MUST log execution metrics, engine scores, token consumption, and decision paths. Tracing integrations (e.g., Langfuse) MUST provide full visibility into prompt performance, latency, cost, and classification rationale. -## [SECTION_2_NAME] - +## Technical, Security & Environmental Constraints -[SECTION_2_CONTENT] - +- **Language & Runtime**: Python `>=3.10` with strict type annotations across all modules. +- **Code Quality**: Linting and formatting governed by `ruff` (100-character line limit) and type safety verified via `mypy`. +- **Security & Secrets**: Zero hardcoded credentials or API keys; configuration MUST be loaded from environment variables (`.env`) with schemas documented in `.env.example`. +- **Stealth & Web Automation**: Browser automation (Foxcape/Camoufox) MUST enforce appropriate delays, backoff, and fingerprint management without exceeding target service rate limits. -## [SECTION_3_NAME] - +## Development Workflow & Quality Gates -[SECTION_3_CONTENT] - +- **Specification First**: Features and structural changes MUST be documented in specifications (`specs/` or `docs/`) with clear functional requirements and architecture decision records (ADRs). +- **Mandatory Quality Gates**: Every code contribution MUST pass: + 1. `ruff check` and `ruff format --check` (clean formatting and linting). + 2. `mypy` / `pyright` (no type check violations). + 3. `pytest` (full test suite execution with 100% passing rate). +- **Commit Standards**: Atomic commits using Conventional Commits convention (`feat:`, `fix:`, `docs:`, `test:`, `refactor:`, `chore:`). ## Governance - -[GOVERNANCE_RULES] - +This Constitution represents the supreme architectural and development policy for `TextNLPClassifierApp`. All development, automated subagents, and pull requests MUST comply with the principles and quality gates established herein. Amendments require explicit documentation of rationale, team review, and formal version increments: +- **MAJOR**: Incompatible principle removals or foundational architectural shifts. +- **MINOR**: Addition of new principles, governance rules, or expanded standards. +- **PATCH**: Wording improvements, clarifications, and non-semantic corrections. -**Version**: [CONSTITUTION_VERSION] | **Ratified**: [RATIFICATION_DATE] | **Last Amended**: [LAST_AMENDED_DATE] - +**Version**: 1.0.0 | **Ratified**: 2026-08-24 | **Last Amended**: 2026-08-24 diff --git a/README.md b/README.md index a723714..c0fe523 100644 --- a/README.md +++ b/README.md @@ -15,39 +15,13 @@ - [Visão Geral](#-visão-geral) - [Instalação e Setup](#-instalação-e-setup) - [1. Classificador de Conteúdo e Inerência (NLP / LLM / ECP)](#1--classificador-de-conteúdo-e-inerência-nlp--llm--ecp) - - [O que é e Como Funciona](#o-que-é-e-como-funciona) - - [Arquitetura de Classificação em 3 Tiers](#arquitetura-de-classificação-em-3-tiers) - - [Categorias de Decisão](#categorias-de-decisão) - - [Formato do ECP Snapshot e Markdown](#formato-do-ecp-snapshot-e-markdown) - - [Exemplos de Uso CLI](#exemplos-de-uso-cli) - [2. Extrator de Manchetes do Google News](#2--extrator-de-manchetes-do-google-news) - - [O que é e Como Funciona](#o-que-é-e-como-funciona-1) - - [Diferenciais Técnicos](#diferenciais-técnicos) - - [Argumentos e Flags de Linha de Comando](#argumentos-e-flags-de-linha-de-comando) - - [Exemplos Práticos de Uso](#exemplos-práticos-de-uso) - [3. Extrator e Parser Multimotor de Artigos](#3--extrator-e-parser-multimotor-de-artigos) - - [Visão Geral e Tríplice Extração](#visão-geral-e-tríplice-extração) - - [Argumentos e Flags CLI](#argumentos-e-flags-cli) - - [Exemplos de Uso](#exemplos-de-uso) - [4. Seletor Determinístico de Conteúdo de Artigos](#4--seletor-determinístico-de-conteúdo-de-artigos) - - [Visão Geral e Algoritmo de Consenso ($F_1$)](#visão-geral-e-algoritmo-de-consenso-f_1) - - [Pipeline de Normalização e Shingles](#pipeline-de-normalização-e-shingles) - - [Critérios de Desempate Técnico e Resiliência](#critérios-de-desempate-técnico-e-resiliência) - - [Argumentos e Flags CLI](#argumentos-e-flags-cli-1) - - [Exemplos Práticos de Uso](#exemplos-práticos-de-uso-1) - [5. Conversor de Artigo JSON para Markdown](#5--conversor-de-artigo-json-para-markdown) - - [Visão Geral e Estrutura do Documento](#visão-geral-e-estrutura-do-documento) - - [Isolamento Estrito de Extratores e Fallback](#isolamento-estrito-de-extratores-e-fallback) - - [Matriz Determinística de Metadados](#matriz-determinística-de-metadados) - - [Sanitização Editorial e Deduplicação](#sanitização-editorial-e-deduplicação) - - [Argumentos e Flags CLI](#argumentos-e-flags-cli-2) - - [Exemplos Práticos de Uso](#exemplos-práticos-de-uso-2) - [6. Runtime de Consolidação e Higienização de Artigos (006-article-consolidation-runtime)](#6--runtime-de-consolidação-e-higienização-de-artigos-006-article-consolidation-runtime) - - [Visão Geral e Arquitetura](#visão-geral-e-arquitetura-do-runtime) - - [Configuração de Ambiente (.env)](#configuração-de-ambiente-env) - - [Comandos e Utilitários CLI](#comandos-e-utilitários-cli) - - [O que Esperar do Resultado (Artefatos Gerados)](#o-que-esperar-do-resultado-artefatos-gerados) - - [Contrato de Códigos de Saída (Exit Codes)](#contrato-de-códigos-de-saída-exit-codes) +- [7. Classificação e Roteamento de Mídia de Artigos (007-media-article-routing)](#7--classificação-e-roteamento-de-mídia-de-artigos-007-media-article-routing) +- [8. Arquitetura do Sistema e Grafo de Conhecimento (Archify & Graphify)](#8--arquitetura-do-sistema-e-grafo-de-conhecimento-archify--graphify) - [Estrutura do Projeto](#-estrutura-do-projeto) - [Testes e Qualidade de Código](#-testes-e-qualidade-de-código) - [Licença](#-licença) @@ -60,9 +34,11 @@ O **TextNLPClassifierApp** reúne um ecossistema completo de ferramentas de enge 1. **`classify.py`**: Motor de classificação semântica e contextual que determina o grau de aderência e inerência de um documento Markdown em relação a uma entidade alvo descrita em um **ECP Snapshot (Entity Context Profile)**. 2. **`scripts/extract_google_news.py`**: Extrator de notícias por palavra-chave, idioma e região geográfica utilizando navegação stealth **Foxcape** (headless), decodificação paralela de URLs para links reais e feedback em tempo real. -3. **`scripts/extract_article_contents.py`**: Extrator e parser de artigos multimotor com navegação stealth Foxcape headless e extração simultânea via **Trafilatura**, **Newspaper4k** (NLP) e **Readability**, consolidando texto higienizado, autores, datas, imagens e resumos. +3. **`scripts/extract_article_contents.py`**: Extrator e parser de artigos multimotor com navegação stealth Foxcape headless, extração simultânea via **Trafilatura**, **Newspaper4k** (NLP) e **Readability**, detecção de candidatos de mídia (`video`, `audio`, `gallery`) e classificação de layout. 4. **`scripts/select_article_extractor.py`**: Motor determinístico de seleção de extratores que avalia as saídas dos três motores, aplica normalização em memória, calcula métricas de consenso de shingles (5-tokens) com pontuação $F_1$, desempata tecnicamente ($\le 0.03$) favorecendo menor concisão/ruído e enriquece os dados de forma não-destrutiva e atômica. 5. **`scripts/convert_article_to_markdown.py`**: Conversor determinístico que recebe o JSON de um único artigo selecionado, isola estritamente o corpo do extrator vencedor (`trafilatura`, `newspaper4k` ou `readability`), resolve metadados editoriais por prioridade estrita, higieniza links/imagens/cabeçalhos e gera um documento Markdown (`.md`) padronizado com gravação atômica transacional. +6. **`src/runtime/`**: Runtime de consolidação, higienização (LLM grounding), avaliação ECP e persistência transacional SQLite WAL. +7. **Detecção e Roteamento de Mídia (`007-media-article-routing`)**: Análise de payloads editoriais para roteamento inteligente de artigos com mídia incorporada ou bypass direto para artigos puramente textuais. --- @@ -636,6 +612,36 @@ O CLI segue estritamente os códigos de saída normativos: --- +## 7. 🎬 Classificação e Roteamento de Mídia de Artigos (007-media-article-routing) + +### Visão Geral +O subsistema de **Roteamento de Artigos de Mídia** (`specs/007-media-article-routing`) analisa o HTML e metadados extraídos para identificar conteúdos multimídia (vídeos incorporados do YouTube/Vimeo/DailyMotion, podcasts/áudio, galerias fotográficas e layouts orientados a mídia) e rotear adequadamente os fluxos de trabalho no pipeline: + +- **Bypass Direto**: Artigos puramente textuais continuam no fluxo padrão de consolidação (`006-article-consolidation-runtime`) com custo e latência mínimos. +- **Roteamento de Mídia**: Artigos com player de vídeo primário ou áudio são marcados com payload enriquecido de mídia (`video_url`, `embed_code`, `duration`, `media_type`), permitindo transcrição posterior via Whisper ou indexação multimídia especializada. + +--- + +## 8. 🏛️ Arquitetura do Sistema e Grafo de Conhecimento (Archify & Graphify) + +### 📐 Diagrama de Arquitetura Interativo (Archify) +O repositório inclui um diagrama de arquitetura de tempo de execução formalmente validado e renderizado via **Archify**: + +* **Diagrama Interativo**: [`docs/archify/runtime-architecture.html`](docs/archify/runtime-architecture.html) +* **Especificação Declarativa**: [`docs/archify/runtime-architecture.json`](docs/archify/runtime-architecture.json) +* **Relatório de Validação Visual**: [`docs/archify/runtime-architecture.visual-check.html`](docs/archify/runtime-architecture.visual-check.html) + +O diagrama cobre os 11 componentes centrais da plataforma, o caminho primário ponta a ponta (desde a ingestão stealth até o classificador de inerência e persistência SQLite), 4 fronteiras de segurança (*Untrusted Public Web*, *Ingestion Sandbox*, *Trusted Core Processing Domain*, *External AI Provider Gateway*) e cards de detalhes contextuais. + +### 🌐 Grafo de Conhecimento Navegável (Graphify) +A base de código e seus artefatos estão indexados em um grafo de conhecimento completo gerado pelo **Graphify**: + +* **Visualizador do Grafo**: [`graphify-out/graph.html`](graphify-out/graph.html) *(visualização agregada por comunidades navegável em qualquer navegador)* +* **Relatório de Auditoria**: [`graphify-out/GRAPH_REPORT.md`](graphify-out/GRAPH_REPORT.md) +* **Grafo Estruturado**: [`graphify-out/graph.json`](graphify-out/graph.json) *(GraphRAG / BFS / DFS)* + +--- + ## 📁 Estrutura do Projeto ```text diff --git a/docs/archify/runtime-architecture.visual-check.1440x900.dark.png b/docs/archify/runtime-architecture.visual-check.1440x900.dark.png index 104eb1c..69d57a9 100644 Binary files a/docs/archify/runtime-architecture.visual-check.1440x900.dark.png and b/docs/archify/runtime-architecture.visual-check.1440x900.dark.png differ diff --git a/docs/archify/runtime-architecture.visual-check.json b/docs/archify/runtime-architecture.visual-check.json index 60af628..4147bfa 100644 --- a/docs/archify/runtime-architecture.visual-check.json +++ b/docs/archify/runtime-architecture.visual-check.json @@ -5,7 +5,7 @@ "status": "pass", "visualReview": "pending", "artifact": { - "path": "C:\\Users\\aferr\\Projects\\AFTech\\DunaMedia\\TextNLPClassifierApp\\docs\\runtime-architecture.html", + "path": "C:\\Users\\aferr\\Projects\\AFTech\\DunaMedia\\TextNLPClassifierApp\\docs\\archify\\runtime-architecture.html", "sha256": "66284a667f9c3ec5afd8d275fdd83e5980425836788aec8d650c95cfffaa9d1f", "bytes": 693750 }, diff --git a/docs/prd_extrator_artigo_media/adr_001.md b/docs/prd_extrator_artigo_media/adr_001.md new file mode 100644 index 0000000..712c307 --- /dev/null +++ b/docs/prd_extrator_artigo_media/adr_001.md @@ -0,0 +1,368 @@ +# ADR-001 — Classificar e rotear conteúdo predominantemente de mídia antes do multimotor + +## Status + +Accepted + +--- + +# Contexto + +O pipeline atual obtém a página completamente carregada através do crawler e, posteriormente, executa múltiplos motores de extração textual. + +Esse desenho é adequado para artigos cujo conteúdo principal é texto. + +Entretanto, alguns veículos publicam páginas onde: + +* existe apenas uma breve introdução textual; +* o conteúdo principal é um vídeo, imagem, conjunto de imagens ou conteúdo incorporado. + +Processar essas páginas com os motores textuais é desnecessário e pode gerar resultados pobres ou irrelevantes. + +A responsabilidade de identificar esses casos deve ser adicionada sem alterar o crawler e sem transformar o pipeline em uma nova arquitetura. + +--- + +# Decisão + +Adicionar uma etapa de classificação imediatamente após o crawl e antes do multimotor. + +Fluxo: + +```text +Crawler + ↓ +DOM completamente carregada + ↓ +Media Candidate Detection + ↓ + ├── sem mídia candidata + │ ↓ + │ multimotor atual + │ + └── com mídia candidata + ↓ + Media Content Classifier + ↓ + ├── text + │ ↓ + │ multimotor atual + │ + └── media + ↓ + JSON separado +``` + +--- + +# Detecção estrutural + +Antes do LLM deve existir apenas uma análise estrutural simples da DOM. + +Objetivo: + +> verificar se existe algum elemento de mídia que justifique a classificação. + +A análise deve operar sobre a DOM/HTML já carregada pelo crawler. + +É permitido utilizar: + +* parser HTML; +* navegação por nós; +* tags; +* atributos estruturais; +* relações entre elementos; +* contagem de elementos. + +É proibido utilizar: + +* regex; +* listas de palavras específicas por idioma; +* heurísticas semânticas por idioma. + +Essa etapa não decide se a publicação é `media`. + +Ela decide apenas se há motivo para chamar o classificador. + +--- + +# Conteúdo enviado ao modelo + +O modelo deve receber uma representação compacta dos dados já existentes na página. + +Devem ser utilizados somente dados necessários para a decisão, como: + +```text +título +blocos textuais relevantes +presença de imagem +quantidade de imagens +presença de vídeo +presença de elementos incorporados +``` + +Não enviar mídia binária. + +Não realizar chamadas externas para compreender a mídia. + +Não enviar HTML completo quando uma representação compacta da estrutura puder fornecer a mesma informação. + +--- + +# Responsabilidade do classificador + +O classificador responde uma única pergunta conceitual: + +> O texto desta publicação possui conteúdo jornalístico substancial por si próprio ou funciona essencialmente como uma breve introdução, contextualização ou descrição da mídia presente? + +Se o texto for substancial: + +```json +{ + "content_type": "text", + "media_type": null +} +``` + +Se a mídia for o conteúdo principal: + +```json +{ + "content_type": "media", + "media_type": "..." +} +``` + +--- + +# Tipos permitidos + +```text +video +image +images +embed +mixed +``` + +Não criar subtipos adicionais. + +--- + +# Regra para múltiplas imagens + +Não é necessário identificar tecnicamente um componente carousel. + +Se múltiplas imagens constituem o conteúdo principal, o resultado deve ser: + +```text +images +``` + +Independentemente de serem apresentadas como: + +* carousel; +* slideshow; +* galeria; +* sequência vertical; +* qualquer outra composição visual. + +--- + +# Regra para conteúdo misto + +Quando mais de uma categoria de mídia constituir o conteúdo principal: + +```text +mixed +``` + +Não criar precedência artificial como: + +```text +video > image +``` + +--- + +# Artigos textuais + +Um artigo continua sendo `text` mesmo contendo mídia quando existe conteúdo jornalístico textual substancial. + +Portanto: + +```text +presença de mídia ≠ classificação media +``` + +--- + +# Artigos muito curtos + +Uma publicação extremamente curta com uma imagem pode ser classificada como `media/image`. + +Não é necessário tentar preservar esse conteúdo como artigo textual apenas porque existe algum texto. + +--- + +# Posicionamento arquitetural + +A nova etapa deve permanecer fora de: + +```text +Trafilatura +Newspaper4k +Readability +``` + +Nenhum dos três motores é responsável pela classificação. + +O método equivalente ao atual `extract_all_engines()` somente deve ser executado depois que o novo roteamento determinar: + +```text +content_type = text +``` + +--- + +# Saída física + +Artigos textuais: + +```text +*_extracted.json +``` + +Artigos predominantemente de mídia: + +```text +*_media.json +``` + +A classificação de mídia não deve aparecer misturada aos artigos textuais processados com sucesso. + +--- + +# Dados preservados para mídia + +Cada registro de mídia deve preservar somente informações básicas necessárias à rastreabilidade: + +```text +input_meta +crawled_url +page_title +http_status +content_type +media_type +``` + +Não existe extração de mídia nesta feature. + +--- + +# Alternativas consideradas + +## Executar primeiro o multimotor e identificar mídia depois + +Rejeitada. + +Motivos: + +* executa trabalho desnecessário; +* mistura responsabilidades; +* não evita custo de processamento; +* mantém páginas inadequadas dentro do pipeline textual. + +--- + +## Usar Newspaper4k para descobrir mídia + +Rejeitada. + +Embora Newspaper4k possa expor informações de imagens e vídeos, utilizá-lo significaria executar parte do multimotor justamente nos conteúdos que a nova feature pretende desviar antes do multimotor. + +--- + +## Classificar tudo apenas com regras + +Rejeitada. + +A decisão: + +```text +texto jornalístico curto +``` + +versus: + +```text +texto que apenas descreve uma mídia +``` + +é semântica e precisa funcionar em até 10 idiomas. + +Criar heurísticas específicas para resolver isso aumentaria código, manutenção e fragilidade. + +--- + +## Utilizar regex + +Rejeitada e proibida por requisito. + +--- + +## Utilizar modelo multimodal + +Rejeitada. + +O sistema não precisa entender a mídia. + +Precisa apenas determinar se o texto é o conteúdo principal ou se serve de introdução à mídia. + +--- + +# Consequências positivas + +* reduz processamento desnecessário; +* mantém o multimotor focado em texto; +* separa claramente conteúdos de naturezas diferentes; +* mantém a implementação pequena; +* evita regras linguísticas; +* funciona de forma multilíngue; +* não introduz nova infraestrutura; +* permite evolução futura do pipeline de mídia de forma independente. + +--- + +# Consequências aceitas + +Alguns artigos textuais muito curtos acompanhados de imagem poderão ser classificados como `media/image`. + +Esse comportamento é deliberado e aceito, pois conteúdos textuais extremamente pobres não são úteis para o objetivo do pipeline textual. + +--- + +# Invariantes + +A implementação deve sempre preservar: + +```text +MEDIA +→ nunca executa multimotor + +TEXT +→ segue pipeline atual + +classification_failed +→ não assume TEXT +→ não assume MEDIA +``` + +E: + +```text +nenhuma regex +nenhum download de mídia +nenhuma análise multimodal +nenhuma interação com carousel +``` diff --git a/docs/prd_extrator_artigo_media/adr_002.md b/docs/prd_extrator_artigo_media/adr_002.md new file mode 100644 index 0000000..c47b20a --- /dev/null +++ b/docs/prd_extrator_artigo_media/adr_002.md @@ -0,0 +1,516 @@ +# ADR-002 — Utilizar Qwen3.5 2B local com fallback operacional Groq e OmniRoute + +## Status + +Accepted + +--- + +# Contexto + +A classificação entre: + +```text +text +``` + +e: + +```text +media +``` + +exige uma pequena decisão semântica multilíngue. + +O problema não exige um modelo grande. + +A tarefa é extremamente restrita: + +1. receber texto e informações estruturais; +2. decidir se o texto é conteúdo jornalístico substancial ou apenas descrição/contextualização da mídia; +3. quando for mídia, identificar uma entre cinco categorias. + +O sistema precisa ser production-ready sem introduzir infraestrutura ou complexidade desnecessária. + +--- + +# Decisão + +Utilizar a seguinte cadeia sequencial: + +```text +Qwen3.5 2B / Ollama + ↓ falha operacional +GPT-OSS 20B / Groq + ↓ falha operacional +cgpt-web/gpt-5.5 / OmniRoute +``` + +--- + +# Provider primário + +```text +Qwen3.5 2B +``` + +Runtime: + +```text +Ollama +``` + +Motivos da decisão: + +* execução local; +* modelo pequeno; +* suficiente para classificação restrita; +* adequado ao cenário multilíngue; +* elimina custo por chamada no caminho normal; +* não depende de serviço externo durante operação normal. + +--- + +# Primeiro fallback + +```text +GPT-OSS 20B +``` + +Provider: + +```text +Groq +``` + +O Groq somente é chamado quando o provider primário não consegue fornecer uma classificação tecnicamente utilizável. + +--- + +# Segundo fallback + +Modelo: + +```text +cgpt-web/gpt-5.5 +``` + +Provider: + +```text +OmniRoute +``` + +O OmniRoute somente é utilizado quando: + +```text +Ollama falhou +E +Groq falhou +``` + +--- + +# Tipo de fallback + +O fallback é exclusivamente operacional. + +Exemplos de falha que justificam fallback: + +```text +conexão recusada +timeout +erro HTTP +provider indisponível +erro de execução +resposta que não pode ser consumida +resposta incompatível com o schema obrigatório +``` + +--- + +# O que NÃO provoca fallback + +Não executar fallback quando: + +```text +modelo retorna text +modelo retorna media +resultado parece improvável +resultado parece ambíguo +modelo parece estar inseguro +outro modelo talvez respondesse diferente +``` + +Não existe: + +* score de confiança; +* votação; +* consenso; +* LLM-as-a-judge; +* segunda opinião; +* comparação de respostas. + +Uma resposta válida do provider atual encerra a cadeia. + +--- + +# Execução sequencial + +A cadeia deve ser executada sequencialmente. + +```text +try Ollama + +se resposta válida: + usar resposta + finalizar + +se falha operacional: + try Groq + +se resposta válida: + usar resposta + finalizar + +se falha operacional: + try OmniRoute +``` + +Não executar providers em paralelo. + +--- + +# Contrato do modelo + +Todos os providers devem produzir o mesmo contrato lógico. + +```json +{ + "content_type": "text", + "media_type": null +} +``` + +ou: + +```json +{ + "content_type": "media", + "media_type": "video" +} +``` + +Valores permitidos: + +```text +content_type: +- text +- media +``` + +```text +media_type: +- video +- image +- images +- embed +- mixed +- null +``` + +Regra: + +```text +text → media_type = null +media → media_type obrigatório +``` + +--- + +# Structured output + +Sempre que suportado pelo provider, a resposta deve utilizar JSON Schema/structured output nativo. + +Independentemente do mecanismo do provider, a aplicação deve validar o resultado antes de aceitá-lo. + +Não adicionar parsing tolerante complexo. + +O contrato é pequeno e fechado. + +Se a resposta não puder ser validada, aquela tentativa é considerada falha do provider e a cadeia avança. + +--- + +# Prompt + +O prompt deve ser único e pequeno. + +Não criar prompts diferentes por idioma. + +A instrução deve explicar apenas: + +1. classificar `text` ou `media`; +2. `media` significa que o texto é essencialmente uma introdução ou descrição da mídia; +3. `text` significa que o artigo possui conteúdo jornalístico textual substancial; +4. quando `media`, selecionar `video`, `image`, `images`, `embed` ou `mixed`; +5. retornar exclusivamente o schema estabelecido. + +Não solicitar: + +* resumo; +* justificativa; +* reasoning; +* confiança; +* evidências; +* tradução; +* keywords. + +--- + +# Configuração do modelo + +A classificação deve utilizar comportamento determinístico sempre que o provider permitir. + +Não habilitar reasoning desnecessário. + +A configuração precisa privilegiar: + +```text +baixa variabilidade +structured output +baixa latência +resposta curta +``` + +--- + +# Falha dos três providers + +Se: + +```text +Ollama falhar +Groq falhar +OmniRoute falhar +``` + +o sistema deve retornar internamente um estado de falha de classificação. + +Exemplo lógico: + +```json +{ + "classification_status": "failed", + "error_message": "media classification providers unavailable" +} +``` + +Não gerar automaticamente: + +```text +text +``` + +Não gerar automaticamente: + +```text +media +``` + +--- + +# Destino da falha + +O artigo com falha total: + +* permanece registrado no JSON principal; +* não passa pelo multimotor; +* não entra no `*_media.json`; +* não interrompe os outros artigos do lote. + +Não criar: + +```text +*_failed.json +``` + +Não criar: + +* dead-letter queue; +* banco para falhas; +* worker de retry; +* processo assíncrono de recuperação. + +--- + +# Configuração e secrets + +As informações específicas de cada provider devem ser externas ao código. + +Incluem, quando aplicável: + +```text +endpoint +model +API key +timeout +``` + +Credenciais não podem aparecer: + +* no código-fonte; +* no JSON de saída; +* nos logs; +* nas mensagens de erro persistidas. + +--- + +# Observabilidade + +Para cada classificação deve ser possível identificar operacionalmente qual caminho foi utilizado: + +```text +ollama +groq +omniroute +failed +``` + +Devem existir logs para: + +```text +fallback Ollama → Groq +fallback Groq → OmniRoute +falha final +``` + +O conteúdo integral do artigo não deve ser logado por padrão. + +Não criar um novo sistema de observabilidade especificamente para esta feature. + +--- + +# Testabilidade + +A cadeia de providers deve ser testável sem depender dos serviços externos reais. + +Os testes devem conseguir simular: + +```text +Ollama success +Ollama fail + Groq success +Ollama fail + Groq fail + OmniRoute success +todos falham +provider retorna schema inválido +``` + +Não é necessário executar chamadas reais aos três providers na suíte normal de CI. + +--- + +# Alternativas consideradas + +## Apenas Ollama + +Rejeitada. + +O sistema é production-ready e precisa continuar funcionando caso o runtime local esteja indisponível. + +--- + +## Ollama + Groq apenas + +Rejeitada. + +Foi definido um terceiro fallback já disponível através do OmniRoute. + +--- + +## Chamar vários modelos e escolher maioria + +Rejeitada. + +Não existe requisito que justifique consenso. + +Aumentaria: + +* custo; +* código; +* latência; +* pontos de falha. + +--- + +## Fallback baseado em confidence + +Rejeitada. + +Não existe requisito de score de confiança e não deve existir interpretação adicional da resposta. + +--- + +## Modelo grande como principal + +Rejeitada. + +A tarefa é pequena e fechada. + +Qwen3.5 2B atende ao objetivo com custo operacional mínimo. + +--- + +## Criar serviço separado de classificação + +Rejeitada. + +A classificação pertence ao fluxo atual e não exige um novo deployable. + +--- + +# Consequências positivas + +* custo marginal mínimo no caminho principal; +* operação local normalmente; +* alta disponibilidade através de dois fallbacks externos; +* implementação pequena; +* comportamento previsível; +* nenhum acoplamento a framework de agentes; +* fácil teste; +* fácil troca futura de provider através da mesma interface lógica. + +--- + +# Trade-off aceito + +Em uma indisponibilidade simultânea de Ollama, Groq e OmniRoute, o artigo não será processado como texto nem mídia. + +Essa é uma decisão intencional. + +É preferível registrar explicitamente: + +```text +classification_failed +``` + +a mascarar uma falha operacional tomando uma decisão que o sistema não conseguiu realizar. + +--- + +# Invariantes + +```text +Ollama é sempre o primeiro provider. + +Groq só é chamado após falha operacional do Ollama. + +OmniRoute só é chamado após falha operacional de Ollama e Groq. + +Resposta válida encerra a cadeia. + +Nunca existe votação. + +Nunca existe fallback por confiança. + +Falha dos três nunca gera classificação presumida. +``` diff --git a/docs/prd_extrator_artigo_media/prd.md b/docs/prd_extrator_artigo_media/prd.md new file mode 100644 index 0000000..7699251 --- /dev/null +++ b/docs/prd_extrator_artigo_media/prd.md @@ -0,0 +1,1239 @@ +# PRD — Classificação e Roteamento de Notícias Predominantemente de Mídia + +## 1. Visão geral + +O sistema atual processa URLs de notícias, obtém a página completamente carregada pelo crawler e encaminha o HTML para múltiplos motores de extração textual. + +Esse comportamento funciona para notícias cujo conteúdo principal é textual. + +Entretanto, alguns veículos publicam conteúdos jornalísticos cujo conteúdo principal é uma mídia, por exemplo: + +* vídeo; +* uma única imagem; +* múltiplas imagens; +* conteúdo incorporado; +* combinação de mais de um tipo de mídia. + +Nesses casos, o texto da publicação é curto e funciona essencialmente como uma introdução, descrição ou contextualização da mídia. + +Essas publicações não devem passar pelo pipeline multimotor textual. + +O sistema deve identificá-las imediatamente após o crawl e roteá-las para um arquivo JSON separado. + +--- + +# 2. Objetivo + +Adicionar ao pipeline atual uma etapa pequena de classificação capaz de distinguir: + +```text +text +``` + +de: + +```text +media +``` + +Quando o conteúdo for classificado como `media`, também deve ser identificado como: + +```text +video +image +images +embed +mixed +``` + +O objetivo desta feature é exclusivamente: + +1. identificar publicações predominantemente de mídia; +2. evitar processamento desnecessário pelo multimotor textual; +3. separar fisicamente essas publicações em um JSON próprio. + +A feature não deve extrair, interpretar, baixar ou processar a mídia. + +--- + +# 3. Motivação + +O multimotor atual foi criado para extração de conteúdo textual. + +Executar Trafilatura, Newspaper4k e Readability em uma página cujo conteúdo real é um vídeo, uma imagem ou uma coleção de imagens: + +* não agrega valor; +* consome processamento desnecessariamente; +* pode produzir conteúdo textual irrelevante ou insuficiente; +* mistura publicações de natureza diferente no mesmo pipeline. + +A separação deve acontecer antes do multimotor. + +--- + +# 4. Princípios obrigatórios + +A implementação deve seguir estes princípios: + +1. Production-ready. +2. Mínimo de código necessário para atender integralmente aos requisitos. +3. Sem overengineering. +4. Sem alteração desnecessária do crawler atual. +5. Sem alteração desnecessária dos motores existentes. +6. Sem novos serviços. +7. Sem filas. +8. Sem agentes. +9. Sem LangGraph. +10. Sem votação entre modelos. +11. Sem pipelines adicionais de NLP. +12. Sem análise visual da mídia. +13. Sem download de mídia. +14. Sem regex. +15. Independente de idioma. +16. Compatível com os até 10 idiomas processados pelo sistema. +17. Fallback de LLM exclusivamente por falha operacional. + +--- + +# 5. Escopo funcional + +## 5.1 Fluxo principal + +O novo fluxo deve ser: + +```text +URL + ↓ +Crawler atual + ↓ +Página completamente carregada + ↓ +Detecção estrutural de presença de mídia + ↓ + ├── nenhuma mídia candidata + │ ↓ + │ pipeline textual atual + │ + └── existe mídia candidata + ↓ + classificador de conteúdo + ↓ + ├── text + │ ↓ + │ pipeline textual atual + │ + └── media + ↓ + *_media.json +``` + +O classificador deve executar antes de qualquer chamada a: + +* Trafilatura; +* Newspaper4k; +* Readability. + +--- + +# 6. Definição de conteúdo predominantemente de mídia + +Uma publicação deve ser classificada como `media` quando: + +> O conteúdo informativo principal da publicação está em uma mídia e o texto existente funciona essencialmente como introdução, legenda, contextualização ou breve descrição dessa mídia. + +Exemplos: + +```text +Título + +"Mira el increíble gol marcado durante el partido." + +[VÍDEO] +``` + +Resultado: + +```json +{ + "content_type": "media", + "media_type": "video" +} +``` + +--- + +Exemplo: + +```text +Título + +"Estas fueron las mejores imágenes de la celebración." + +[IMAGEM] +[IMAGEM] +[IMAGEM] +[IMAGEM] +``` + +Resultado: + +```json +{ + "content_type": "media", + "media_type": "images" +} +``` + +--- + +Exemplo: + +```text +Título + +"El jugador publicó el siguiente mensaje." + +[INSTAGRAM EMBED] +``` + +Resultado: + +```json +{ + "content_type": "media", + "media_type": "embed" +} +``` + +--- + +# 7. Conteúdo textual normal + +A presença de mídia não transforma automaticamente uma notícia em `media`. + +Exemplo: + +```text +Título + +Parágrafo 1 +Parágrafo 2 +Parágrafo 3 +Parágrafo 4 +Parágrafo 5 +Parágrafo 6 + +[VÍDEO] + +Parágrafo 7 +Parágrafo 8 +``` + +Resultado: + +```json +{ + "content_type": "text" +} +``` + +Essa publicação deve continuar normalmente pelo multimotor. + +--- + +# 8. Texto curto + +A referência de negócio é um texto equivalente aproximadamente a três a cinco linhas de conteúdo editorial. + +Essa referência NÃO deve ser implementada utilizando quantidade literal de linhas renderizadas. + +Quantidade de linhas depende de: + +* viewport; +* resolução; +* fonte; +* CSS; +* dispositivo; +* responsividade. + +O modelo deve avaliar semanticamente se o texto possui conteúdo jornalístico substancial por si próprio ou se apenas introduz/descreve a mídia. + +Não deve existir heurística linguística baseada em idioma. + +--- + +# 9. Tipos de mídia + +## 9.1 `video` + +Conteúdo cujo elemento informativo principal é vídeo. + +```json +{ + "content_type": "media", + "media_type": "video" +} +``` + +--- + +## 9.2 `image` + +Conteúdo cujo elemento informativo principal é uma única imagem. + +```json +{ + "content_type": "media", + "media_type": "image" +} +``` + +Não é necessário identificar se a imagem representa: + +* fotografia; +* infográfico; +* gráfico; +* ilustração; +* charge; +* qualquer outra categoria visual. + +--- + +## 9.3 `images` + +Conteúdo cujo elemento informativo principal é composto por múltiplas imagens. + +Pode ser: + +* carousel; +* galeria; +* slideshow; +* imagens apresentadas sequencialmente; +* imagens simplesmente exibidas uma abaixo da outra. + +O sistema não precisa identificar qual mecanismo visual o site utiliza. + +```json +{ + "content_type": "media", + "media_type": "images" +} +``` + +--- + +## 9.4 `embed` + +Conteúdo incorporado cuja informação principal esteja em um elemento externo incorporado à página. + +Exemplos possíveis: + +* Instagram; +* TikTok; +* X; +* outros embeds. + +```json +{ + "content_type": "media", + "media_type": "embed" +} +``` + +--- + +## 9.5 `mixed` + +Conteúdo predominantemente de mídia que possui mais de um tipo relevante de mídia. + +Exemplo: + +```text +texto curto + +[VÍDEO] + +[IMAGEM] +[IMAGEM] +``` + +Resultado: + +```json +{ + "content_type": "media", + "media_type": "mixed" +} +``` + +--- + +# 10. Notícia curta com uma imagem + +Uma publicação com texto muito curto e uma única imagem pode ser classificada como: + +```json +{ + "content_type": "media", + "media_type": "image" +} +``` + +Mesmo que tecnicamente pudesse ser considerada uma notícia textual curta. + +Esse comportamento é intencional. + +Conteúdo textual insuficiente não é útil para o pipeline textual atual. + +--- + +# 11. Detecção estrutural prévia + +Antes de chamar qualquer LLM, o sistema deve verificar estruturalmente se existe mídia candidata na DOM carregada. + +Essa análise: + +* deve utilizar parser de DOM; +* não pode utilizar regex; +* não deve interpretar semanticamente o conteúdo; +* não deve identificar palavras-chave; +* não deve depender do idioma. + +Elementos estruturais relevantes podem incluir elementos HTML representando: + +* imagens; +* vídeo; +* múltiplas imagens; +* iframe; +* embed; +* object; +* estruturas equivalentes já presentes na DOM carregada. + +O objetivo dessa etapa é apenas evitar uma chamada ao classificador quando não existe mídia candidata. + +Se não existir mídia candidata: + +```text +→ text +→ pipeline atual +``` + +Se existir mídia candidata: + +```text +→ executar classificação LLM +``` + +--- + +# 12. Entrada do classificador + +O classificador não deve receber mídia binária. + +Não deve: + +* baixar imagens; +* baixar vídeos; +* executar OCR; +* executar visão computacional; +* assistir vídeo; +* transcrever áudio; +* navegar dentro do carousel; +* chamar APIs dos providers da mídia. + +O classificador deve utilizar somente informações já disponíveis na página carregada. + +A entrada deve ser compacta e conter apenas os dados necessários para decidir: + +```text +text +``` + +ou: + +```text +media +``` + +e, no segundo caso, o `media_type`. + +A entrada pode conter: + +* título; +* blocos textuais relevantes presentes na DOM; +* informação estrutural sobre mídia presente; +* quantidade/tipos estruturais de mídia encontrados. + +Não deve ser enviado o HTML completo caso os mesmos dados possam ser representados de forma menor. + +--- + +# 13. Saída do classificador + +A saída deve utilizar structured output. + +Contrato: + +```json +{ + "content_type": "text", + "media_type": null +} +``` + +ou: + +```json +{ + "content_type": "media", + "media_type": "video" +} +``` + +Schema conceitual: + +```text +content_type: + text | media + +media_type: + null | video | image | images | embed | mixed +``` + +Regras: + +```text +content_type = text +→ media_type obrigatoriamente null + +content_type = media +→ media_type obrigatoriamente diferente de null +``` + +Não adicionar: + +* confidence; +* rationale; +* summary; +* keywords; +* descrição gerada; +* explicação do modelo. + +Esses campos não são necessários para a feature. + +--- + +# 14. Modelo primário + +O classificador primário será: + +```text +Qwen3.5 2B +``` + +executado localmente através de: + +```text +Ollama +``` + +O modelo deve utilizar configuração determinística compatível com o provider e structured output. + +Não utilizar reasoning desnecessário. + +--- + +# 15. Fallback de providers + +A ordem obrigatória é: + +```text +1. Qwen3.5 2B / Ollama +2. GPT-OSS 20B / Groq +3. cgpt-web/gpt-5.5 / OmniRoute +``` + +O fallback é estritamente sequencial. + +--- + +# 16. Condição para fallback + +Fallback somente ocorre quando o provider atual falha operacionalmente. + +Exemplos: + +* conexão indisponível; +* timeout; +* erro HTTP; +* provider indisponível; +* resposta impossível de consumir; +* resposta incompatível com o schema obrigatório. + +Não executar fallback porque: + +* a classificação foi `text`; +* a classificação foi `media`; +* o resultado parece estranho; +* o modelo parece inseguro; +* outro modelo poderia discordar. + +Não existe votação ou comparação entre providers. + +--- + +# 17. Falha de todos os providers + +Se: + +```text +Ollama + ↓ falha +Groq + ↓ falha +OmniRoute + ↓ falha +``` + +o sistema não deve assumir: + +```text +text +``` + +nem: + +```text +media +``` + +O artigo deve receber: + +```json +{ + "classification_status": "failed", + "error_message": "media classification providers unavailable" +} +``` + +A mensagem concreta pode preservar o padrão de erro existente, desde que: + +* indique falha de classificação; +* não exponha API keys; +* não exponha tokens; +* não exponha credenciais. + +O artigo: + +* não passa pelo multimotor; +* não é enviado ao JSON de mídia; +* permanece registrado no JSON principal de processamento como falha. + +--- + +# 18. Roteamento de conteúdo textual + +Se o resultado for: + +```json +{ + "content_type": "text", + "media_type": null +} +``` + +o pipeline continua exatamente pelo fluxo textual atual. + +A feature não deve modificar a lógica interna de: + +* Trafilatura; +* Newspaper4k; +* Readability; +* seleção posterior dos resultados desses motores. + +--- + +# 19. Roteamento de conteúdo de mídia + +Se o resultado for: + +```json +{ + "content_type": "media", + "media_type": "..." +} +``` + +o artigo: + +1. não executa Trafilatura; +2. não executa Newspaper4k; +3. não executa Readability; +4. é removido do fluxo textual; +5. é registrado no JSON separado de mídia. + +--- + +# 20. Arquivo de mídia + +Para uma entrada: + +```text +river_plate.json +``` + +o pipeline textual continua utilizando: + +```text +river_plate_extracted.json +``` + +e os conteúdos de mídia devem ser separados em: + +```text +river_plate_media.json +``` + +O arquivo deve ser JSON. + +Não utilizar XML. + +--- + +# 21. Dados mínimos no `*_media.json` + +Cada item deve preservar os dados básicos necessários para identificação do conteúdo e rastreabilidade do crawl. + +Estrutura mínima: + +```json +{ + "input_meta": { + "titulo": "...", + "subtitulo": "...", + "quando_publicado": "...", + "url": "...", + "pagina": 1 + }, + "crawled_url": "...", + "page_title": "...", + "http_status": 200, + "content_type": "media", + "media_type": "video" +} +``` + +Campos opcionais existentes no input continuam opcionais. + +Não adicionar dados de mídia extraídos. + +--- + +# 22. O que NÃO deve estar no arquivo de mídia + +O sistema não deve adicionar: + +```text +image_urls +video_urls +embed_urls +thumbnails +duration +captions +transcripts +OCR +alt-text gerado +descrição da imagem +provider da mídia +metadata da mídia +summary +keywords +sentiment +``` + +A extração da mídia pertence a outro sistema. + +--- + +# 23. Compatibilidade com o JSON textual atual + +O fluxo textual existente deve permanecer compatível com o contrato atual. + +A nova feature não exige mudanças nos objetos resultantes de artigos textuais processados com sucesso. + +Falhas de classificação devem reutilizar o arquivo principal de processamento e registrar explicitamente: + +```text +classification_status = failed +``` + +sem criar um terceiro arquivo físico exclusivo para falhas. + +--- + +# 24. Requisitos funcionais + +## FR-001 + +O sistema deve analisar a DOM carregada antes de executar o multimotor textual. + +## FR-002 + +A análise estrutural não pode usar regex. + +## FR-003 + +Quando nenhuma mídia candidata estiver presente, o artigo deve seguir diretamente para o pipeline textual existente. + +## FR-004 + +Quando existir mídia candidata, o sistema deve executar o classificador. + +## FR-005 + +O classificador deve retornar somente `content_type` e `media_type`. + +## FR-006 + +`content_type` deve aceitar apenas: + +```text +text +media +``` + +## FR-007 + +`media_type` deve aceitar apenas: + +```text +video +image +images +embed +mixed +``` + +ou `null` quando `content_type = text`. + +## FR-008 + +Artigo classificado como `text` deve seguir pelo pipeline multimotor atual. + +## FR-009 + +Artigo classificado como `media` não pode executar o multimotor. + +## FR-010 + +Artigo classificado como `media` deve ser persistido no `*_media.json`. + +## FR-011 + +O sistema não deve extrair mídia. + +## FR-012 + +O sistema não deve navegar em carousel ou galeria. + +## FR-013 + +O sistema não deve analisar arquivos de imagem, áudio ou vídeo. + +## FR-014 + +O sistema deve utilizar Qwen3.5 2B/Ollama como classificador primário. + +## FR-015 + +Falha operacional do Ollama deve acionar GPT-OSS 20B/Groq. + +## FR-016 + +Falha operacional do Groq deve acionar `cgpt-web/gpt-5.5`/OmniRoute. + +## FR-017 + +Fallback não pode ocorrer com base no conteúdo da classificação. + +## FR-018 + +Falha dos três providers deve gerar `classification_status = failed`. + +## FR-019 + +Falha dos três providers não pode gerar classificação presumida. + +## FR-020 + +Falha dos três providers deve permanecer registrada no JSON principal. + +## FR-021 + +O classificador deve funcionar independentemente do idioma do artigo. + +--- + +# 25. Requisitos não funcionais + +## NFR-001 — Simplicidade + +Implementar a feature com o menor número razoável de componentes. + +## NFR-002 — Isolamento + +A nova lógica deve ficar isolada do funcionamento interno dos extratores existentes. + +## NFR-003 — Determinismo de contrato + +Toda resposta de modelo deve ser validada contra schema conhecido. + +## NFR-004 — Configuração externa + +Endpoints, credenciais e configuração dos providers devem ser externos ao código. + +Segredos não podem ser hardcoded. + +## NFR-005 — Segurança + +Logs e erros não podem registrar: + +* API keys; +* tokens; +* credenciais. + +## NFR-006 — Compatibilidade + +A feature não deve quebrar o formato atual dos artigos textuais processados com sucesso. + +## NFR-007 — Multilíngue + +Nenhuma lógica de decisão pode depender de listas de palavras em idiomas específicos. + +## NFR-008 — Zero regex + +A nova implementação de detecção e classificação de mídia não pode utilizar bibliotecas ou APIs de expressão regular. + +## NFR-009 — Observabilidade mínima + +Devem existir logs suficientes para identificar: + +* provider utilizado; +* fallback Ollama → Groq; +* fallback Groq → OmniRoute; +* classificação final; +* falha total da cadeia. + +Sem registrar payload textual integral por padrão. + +## NFR-010 — Falha isolada + +Falha na classificação de um artigo não pode abortar o processamento dos demais artigos do lote. + +--- + +# 26. Caminho feliz — notícia textual + +```text +1. Receber URL. +2. Crawler carrega página completamente. +3. Sistema analisa estruturalmente a DOM. +4. Nenhuma mídia candidata é encontrada + OU o classificador determina que existe texto jornalístico substancial. +5. Artigo segue para extract_all_engines(). +6. Pipeline atual continua sem alteração. +7. Resultado permanece no *_extracted.json. +``` + +--- + +# 27. Caminho feliz — notícia de mídia + +```text +1. Receber URL. +2. Crawler carrega página completamente. +3. Sistema encontra mídia candidata na DOM. +4. Qwen3.5 2B recebe representação compacta do conteúdo. +5. Modelo retorna: + content_type = media + media_type = images +6. Schema é validado. +7. Multimotor NÃO é executado. +8. Dados básicos do artigo são registrados no *_media.json. +9. Próximo artigo é processado. +``` + +--- + +# 28. Caminho de fallback + +```text +1. Existe mídia candidata. +2. Ollama é chamado. +3. Ollama apresenta falha operacional. +4. Groq é chamado. +5. Groq apresenta falha operacional. +6. OmniRoute é chamado. +7. OmniRoute responde com classificação válida. +8. Resultado é utilizado normalmente. +``` + +Não existe qualquer diferença funcional entre uma classificação válida retornada pelo provider primário ou por um fallback. + +--- + +# 29. Caminho de falha total + +```text +1. Existe mídia candidata. +2. Ollama falha. +3. Groq falha. +4. OmniRoute falha. +5. classification_status = failed. +6. Artigo NÃO passa pelo multimotor. +7. Artigo NÃO entra no *_media.json. +8. Falha é registrada no JSON principal. +9. Lote continua. +``` + +--- + +# 30. Cenários mínimos de teste + +## Cenário A — texto sem mídia + +```text +texto jornalístico +nenhuma mídia +``` + +Esperado: + +```text +multimotor executado +``` + +--- + +## Cenário B — texto curto + vídeo + +Esperado: + +```text +media/video +multimotor não executado +``` + +--- + +## Cenário C — texto curto + imagem + +Esperado: + +```text +media/image +``` + +--- + +## Cenário D — texto curto + múltiplas imagens + +Esperado: + +```text +media/images +``` + +--- + +## Cenário E — texto curto + embed + +Esperado: + +```text +media/embed +``` + +--- + +## Cenário F — texto curto + vídeo + imagens + +Esperado: + +```text +media/mixed +``` + +--- + +## Cenário G — artigo textual longo + imagem + +Esperado: + +```text +text +multimotor executado +``` + +--- + +## Cenário H — artigo textual longo + vídeo + +Esperado: + +```text +text +multimotor executado +``` + +--- + +## Cenário I — Ollama indisponível + +Esperado: + +```text +Groq utilizado +``` + +--- + +## Cenário J — Ollama e Groq indisponíveis + +Esperado: + +```text +OmniRoute utilizado +``` + +--- + +## Cenário K — todos indisponíveis + +Esperado: + +```text +classification_status = failed +nenhum multimotor +nenhum registro em media.json +lote continua +``` + +--- + +## Cenário L — resposta fora do schema + +Esperado: + +```text +provider considerado incapaz de fornecer classificação válida +seguir cadeia de fallback +``` + +--- + +# 31. Testes multilíngues + +O conjunto de testes/eval deve conter casos representativos em todos os idiomas efetivamente suportados pelo pipeline. + +O objetivo é validar especialmente: + +```text +texto curto descritivo + mídia → media + +texto jornalístico substancial + mídia → text +``` + +Não criar regras específicas por idioma para corrigir o modelo. + +--- + +# 32. Métricas operacionais + +Devem ser observáveis, no mínimo: + +```text +total de artigos avaliados +total roteado para text +total roteado para media +total media/video +total media/image +total media/images +total media/embed +total media/mixed +uso do fallback Groq +uso do fallback OmniRoute +falhas totais de classificação +``` + +Essas métricas podem utilizar o mecanismo de logging/relatório já existente. + +A feature não justifica introduzir uma nova plataforma de observabilidade. + +--- + +# 33. Fora de escopo + +Explicitamente fora desta feature: + +* extração das imagens; +* extração dos vídeos; +* download das mídias; +* OCR; +* visão computacional; +* transcrição de vídeo; +* transcrição de áudio; +* identificação de objetos nas imagens; +* identificação de infográfico; +* geração de descrição; +* geração de resumo; +* NLP adicional; +* interação com carousel; +* chamadas às APIs das plataformas incorporadas; +* classificação editorial da notícia; +* verificação de fatos; +* mudança no crawler; +* mudança nos três motores atuais; +* mudança no pipeline posterior de conteúdo textual; +* armazenamento em banco; +* filas; +* workers novos; +* agentes; +* LangChain; +* LangGraph; +* votação de modelos; +* scoring complexo; +* classificação baseada em regex; +* classificação baseada em palavras-chave por idioma. + +--- + +# 34. Definition of Done + +A feature está concluída quando: + +* [ ] classificação acontece antes do multimotor; +* [ ] nenhuma regex é utilizada na nova lógica; +* [ ] artigos sem mídia seguem normalmente; +* [ ] artigos textuais com mídia continuam podendo ser classificados como `text`; +* [ ] artigos predominantemente de mídia são identificados; +* [ ] `video` funciona; +* [ ] `image` funciona; +* [ ] `images` funciona; +* [ ] `embed` funciona; +* [ ] `mixed` funciona; +* [ ] artigos de mídia não executam os três motores; +* [ ] `*_media.json` é produzido corretamente; +* [ ] dados básicos do crawl são preservados; +* [ ] nenhuma mídia é extraída; +* [ ] Qwen3.5 2B/Ollama funciona como provider primário; +* [ ] Groq funciona como primeiro fallback operacional; +* [ ] OmniRoute funciona como segundo fallback operacional; +* [ ] nenhum fallback ocorre com base em confiança ou discordância; +* [ ] falha dos três providers é registrada como `classification_failed`; +* [ ] falha de um artigo não interrompe o lote; +* [ ] contrato estruturado do modelo é validado; +* [ ] segredos não aparecem em logs; +* [ ] testes cobrem os idiomas suportados; +* [ ] comportamento atual do multimotor permanece compatível; +* [ ] não foram adicionados componentes fora do escopo. diff --git a/graphify-out/.graphify_analysis.json b/graphify-out/.graphify_analysis.json deleted file mode 100644 index bdaf66f..0000000 --- a/graphify-out/.graphify_analysis.json +++ /dev/null @@ -1,516 +0,0 @@ -{ - 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Cenários mínimos de teste", + "355": "Feature Specification: [FEATURE NAME]", + "356": "Tasks: Multilingual NLP Entity Inherence Classifier (POC)", + "357": "Requirements Readiness Checklist: Article Consolidation and Hygiene Runtime", + "358": "Implementation Plan: Article Content Multi-Engine Extractor", + "359": "Feature Specification: Deterministic Content Selection", + "360": "Implementation Plan: Convert Article JSON to Markdown", + "361": "2. Technical Decisions & Research Findings", + "362": "Feature Specification: Convert Article JSON to Markdown", + "363": "3. Operational Execution Scenarios", + "364": "2. Modelos de Dados (Dataclasses e Estruturas de Runtime)", + "365": "speckit-plan/SKILL.md", + "366": "speckit-specify/SKILL.md", + "367": "speckit-tasks/SKILL.md", + "368": "25. Requisitos não funcionais", + "369": "Core Principles", + "370": "Core Principles", + "371": "Feature Specification: Google News Headlines Extractor", + "372": "2. Entity Descriptions & Fields", + "373": "Implementation Plan: Deterministic Article Content Selection", + "374": "Markdown Conversion Checklist: End-to-End Requirements Quality", + "375": "properties", + "376": "Media Routing Requirements Quality & Implementation Planning Checklist", + "377": "Viewer Runtime reference", + "378": "Archify", + "379": "5. 📝 Conversor de Artigo JSON para Markdown", + "380": "2. Cenários Práticos de Uso", + "381": "004-deterministic-content-selection/spec.md", + "382": "Implementation Plan: Classificação e Roteamento de Notícias Predominantemente de Mídia", + "383": "Tasks: Classificação e Roteamento de Notícias Predominantemente de Mídia", + "384": "build_candidates_payload", + "385": "calculate_execution_fingerprint", + "386": "Archify JSON IR Schemas", + "387": "graphify reference: extra exports and benchmark", + "388": "Ponytail", + "389": "1. Operational Commands", + "390": "4. 🎯 Seletor Determinístico de Conteúdo de Artigos", + "391": "Implementation Plan: [FEATURE]", + "392": "1. Technical Decisions & Tradeoffs", + "393": "2. Cenários de Validação", + "394": "1. Technical Decisions & Tradeoffs", + "395": "005-convert-json-markdown/plan.md", + "396": "Quickstart: Convert Article JSON to Markdown", + "397": "Implementation Plan: Article Consolidation and Hygiene Runtime", + "398": "CLI Contract & Routing Specification: `scripts/extract_article_contents.py`", + "399": "candidate/models.py", + "400": "Delivery contract", + "401": "Ponytail Help", + "402": "speckit-checklist/SKILL.md", + "403": "6. 🚀 Runtime de Consolidação e Higienização de Artigos (006-article-consolidation-runtime)", + "404": "1. Input Schemas", + "405": "Implementation Plan: Multilingual NLP Entity Inherence Classifier (POC)", + "406": "2. Basic CLI Usage Examples", + "407": "1. Technical Decisions & Tradeoffs", + "408": "Deterministic Content Selection Checklist: End-to-End Requirements Quality", + "409": "1. Domain Entities & Schemas", + "410": "Prompts Versioned Contract: Article Consolidation and Hygiene Runtime", + "411": "properties", + "412": "2. Decisões Técnicas Consolidadas", + "413": "Sequence Renderer", + "414": "speckit-clarify/SKILL.md", + "415": "speckit-implement/SKILL.md", + "416": "11. Requisitos não funcionais", + "417": "13. Parsing estrutural sem regex", + "418": "🧠 TextNLPClassifierApp", + "419": "1. 🧠 Classificador de Conteúdo e Inerência (NLP / LLM / ECP)", + "420": "POC Readiness & Requirements Quality Checklist: Multilingual NLP Entity Inherence Classifier", + "421": "2. Standard Streams & Exit Codes", + "422": "General Readiness Checklist: Google News Headlines Extractor", + "423": "1. Entidades de Domínio & DTOs", + "424": "Implementation Plan: Google News Headlines Extractor", + "425": "Quickstart: Deterministic Article Content Selection", + "426": "Quickstart & Validation Guide: Classificação e Roteamento de Mídia", + "427": "test_benchmark_24.py", + "428": "🧪 Documentação da Suíte de Testes Automatizados", + "429": "Data Flow Renderer", + "430": "Lifecycle Renderer", + "431": "Workflow Renderer", + "432": "graphify reference: query, path, explain", + "433": "speckit-constitution/SKILL.md", + "434": "9. Tipos de mídia", + "435": "ADR-003 — Usar orquestração explícita em Python, sem LangChain ou LangGraph", + "436": "Comandos e Utilitários CLI", + "437": "Specification Quality Checklist: Multilingual NLP Entity Inherence Classifier", + "438": "Specification Quality Checklist: Google News Headlines Extractor", + "439": "CLI Contract: Google News Headlines Extractor", + "440": "CLI Contract: Article Content Multi-Engine Extractor", + "441": "Specification Quality Checklist: Deterministic Content Selection", + "442": "CLI Interface Contract: Deterministic Article Content Selection", + "443": "Specification Quality Checklist: Convert Article JSON to Markdown", + "444": "CLI Contract: `convert_article_to_markdown.py`", + "445": "Specification Quality Checklist: Article Consolidation and Hygiene Runtime", + "446": "media-routing.md", + "447": "Specification Quality Checklist: Classificação e Roteamento de Notícias Predominantemente de Mídia", + "448": "4. Arquitetura e Decisões Técnicas Fechadas", + "449": "enum", + "450": "ponytail-audit/SKILL.md", + "451": "Ponytail Gain", + "452": "ponytail-review/SKILL.md", + "453": "speckit-taskstoissues/SKILL.md", + "454": "10. Contrato de saída", + "455": "14. Higienização por LLM", + "456": "4. Regras mandatórias", + "457": "8. Contrato de entrada do artigo", + "458": "18. Integração ECP", + "459": "7. Orquestração", + "460": "ADR-001 — Separar runtime e self-healing", + "461": "ADR-002 — Iniciar o runtime após a seleção do extrator", + "462": "ADR-004 — Gateway agnóstico com apenas modelos baratos no runtime", + "463": "ADR-005 — Proibir regex e palavras-chave manuais em decisões textuais", + "464": "ADR-006 — LLM seleciona evidências e propõe reparos, não regenera o artigo", + "465": "ADR-007 — Tornar o ECP obrigatório antes de toda saída editorial", + "466": "ADR-008 — Langfuse no runtime e Promptfoo no CI", + "467": "ADR-009 — Persistir estado em SQLite e saídas no filesystem", + "468": "ADR-010 — Produzir resultado estruturado sempre e Markdown condicionalmente", + "469": "ADR-011 — Definir SLOs de custo e latência a partir de staging", + "470": "7. Checklist de release", + "471": "2. 📰 Extrator de Manchetes do Google News", + "472": "[CHECKLIST TYPE] Checklist: [FEATURE NAME]", + "473": "readiness.md", + "474": "User Scenarios & Testing *(mandatory)*", + "475": "graphify reference: add a URL and watch a folder", + "476": "graphify reference: commit hook and native CLAUDE.md integration", + "477": "graphify reference: incremental update and cluster-only", + "478": "ponytail-debt/SKILL.md", + "479": "6. Contrato de entrada", + "480": "12. Preparação determinística", + "481": "15. Pequenos reparos textuais", + "482": "9. Contrato do ECP", + "483": "15. Higienização extrativa", + "484": "16. Pequenos reparos", + "485": "20. Model Gateway", + "486": "23. Observabilidade", + "487": "3. Limites do sistema", + "488": "9. Política de dependências", + "489": "12. Monitoramento", + "490": "14. Reprocessamento", + "491": "16. Falha do provider primário", + "492": "21. Falha do SQLite", + "493": "6. Configuração obrigatória", + "494": "⚙️ Instalação e Setup", + "495": "3. 📄 Extrator e Parser Multimotor de Artigos", + "496": "remove_duplicate_initial_h1", + "497": "001-multilingual-entity-classifier/spec.md", + "498": "JSON Schema Contract: Article Content Multi-Engine Extractor", + "499": "Release Quality Summary Report", "500": "Brand marks", - "501": "col", - "502": "label", - "503": "row", - "504": "width", - "505": "height", - "506": "label", - "507": "row", - "508": "stage", - "509": "width", - "510": "cornerRadius", - "511": "height", - "512": "label", - "513": "width", - "514": "to", - "515": "y", - "516": "height", - "517": "label", - "518": "labelSegment", - "519": "width", - "520": "generate-validators.test.mjs", - "521": "toolbar-polish.test.mjs", - "522": ".record_trace", - "523": "brand-marks/README.md" + "501": "graphify reference: GitHub clone and cross-repo merge", + "502": "graphify reference: transcribe video and audio", + "503": "13. Candidatos e proveniência", + "504": "16. Imagens e links", + "505": "17. Gate ECP", + "506": "18. Enriquecimento", + "507": "5. Escopo", + "508": "14. Modelo de candidatos", + "509": "22. Renderer e arquivos", + "510": "Architecture Decision Records — Runtime de consolidação de artigos", + "511": "15. Falha de validação de entrada", + "512": "17. Falha semântica ou de grounding", + "513": "18. Falha do ECP", + "514": "20. Falha do Langfuse", + "515": "22. Falha de filesystem ou disco", + "516": "26. Rollback manual", + "517": "Los puntajes de River vs. Independiente Santa Fe, por la Copa Sudamericana - TyC Sports", + "518": "rules/graphify.md", + "519": "brand-marks/README.md", + "520": "extraction-spec.md", + "521": "workflows/graphify.md", + "522": "PRD — Classificação e Roteamento de Notícias Predominantemente de Mídia", + "523": "5. Escopo funcional", + "524": "content_northvolt_de.md", + "525": "content_presal_pt.md", + "526": "content_tangential_es.md", + "527": "de/contextual.md", + "528": "de/direct.md", + "529": "de/not_related.md", + "530": "de/tangential.md", + "531": "en/contextual.md", + "532": "en/direct.md", + "533": "en/not_related.md", + "534": "en/tangential.md", + "535": "es/contextual.md", + "536": "es/direct.md", + "537": "es/not_related.md", + "538": "es/tangential.md", + "539": "fr/contextual.md", + "540": "fr/direct.md", + "541": "fr/not_related.md", + "542": "fr/tangential.md", + "543": "it/contextual.md", + "544": "it/direct.md", + "545": "it/not_related.md", + "546": "it/tangential.md", + "547": "pt/contextual.md", + "548": "pt/direct.md", + "549": "pt/not_related.md", + "550": "pt/tangential.md", + "551": "valid_newspaper4k.md", + "552": "valid_readability.md" } diff --git a/graphify-out/.graphify_labels.json.sig b/graphify-out/.graphify_labels.json.sig index b5bfccb..1ab516b 100644 --- a/graphify-out/.graphify_labels.json.sig +++ b/graphify-out/.graphify_labels.json.sig @@ -1 +1 @@ -{"0": "36bdb6f09c457f7c", "1": "8c5bf6244cf710c6", "2": "efbcc9c62a3ee78b", "3": "8599153989b07faa", "4": "b5952a1f7fee9f20", "5": "5b8462a3f82d188c", "6": "80f79e9e2011a3e3", "7": "4654167fd211d027", "8": "50acfa00fe353440", "9": "c6d2f770737823f1", "10": "44f2ca451aea24be", "11": "feaac5ab67a8c17a", "12": "b71bd92e5edbf2e0", "13": "219d65ba6d2689e4", "14": "8e30bb8112fd02d1", "15": "03906ab80b99db85", "16": "5d51c60ba1bc2be0", "17": "a1da914f522dcd21", "18": "fbad840891b90569", "19": "0686ff2d6fe29fb3", "20": "060baa9e1924b465", "21": "a5c8f2c3080b8243", "22": "0d76852f1d29eeb1", "23": "6ff68619f2d72924", "24": "3da11675eee7ec46", "25": "a6696589e9556f97", "26": "6c752999e8a4d4b6", "27": "2d4e13ea2111d750", "28": "4b60cb0ee1ac186a", "29": "f56fbca9bb8235ec", "30": "c7beed940704509f", "31": "38be2d254fb31ae8", "32": "ee5596fcf7e7c0b3", "33": "e4d4e0a440bc599f", "34": "c897e49c001acdae", 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+C:\Users\aferr\Projects\AFTech\DunaMedia\TextNLPClassifierApp\tests\fixtures\benchmark_24\pt\not_related.md +C:\Users\aferr\Projects\AFTech\DunaMedia\TextNLPClassifierApp\tests\fixtures\benchmark_24\pt\tangential.md +C:\Users\aferr\Projects\AFTech\DunaMedia\TextNLPClassifierApp\tests\fixtures\markdown_conversion\valid_newspaper4k.md +C:\Users\aferr\Projects\AFTech\DunaMedia\TextNLPClassifierApp\tests\fixtures\markdown_conversion\valid_readability.md +C:\Users\aferr\Projects\AFTech\DunaMedia\TextNLPClassifierApp\tests\fixtures\markdown_conversion\valid_trafilatura.md +C:\Users\aferr\Projects\AFTech\DunaMedia\TextNLPClassifierApp\tests\runtime\quality\RELEASE_QUALITY_REPORT.md +C:\Users\aferr\Projects\AFTech\DunaMedia\TextNLPClassifierApp\docs\archify\runtime-architecture.visual-check.1440x900.dark.png +C:\Users\aferr\Projects\AFTech\DunaMedia\TextNLPClassifierApp\docs\archify\runtime-architecture.visual-check.1440x900.light.png +C:\Users\aferr\Projects\AFTech\DunaMedia\TextNLPClassifierApp\docs\archify\runtime-architecture.visual-check.2048x1320.dark.png +C:\Users\aferr\Projects\AFTech\DunaMedia\TextNLPClassifierApp\docs\archify\runtime-architecture.visual-check.2048x1320.light.png \ No newline at end of file diff --git a/graphify-out/2026-08-24/.graphify_labels.json b/graphify-out/2026-08-24/.graphify_labels.json index 8abc845..8264f5f 100644 --- a/graphify-out/2026-08-24/.graphify_labels.json +++ b/graphify-out/2026-08-24/.graphify_labels.json @@ -47,11 +47,11 @@ "45": "ClassificationResult", "46": "ECPSnapshot", "47": "LLMFallbackAdapter", - "48": "classifier.py", + "48": "tools/models.py", "49": "content_northvolt_de.md", "50": "content_presal_pt.md", "51": "content_tangential_es.md", - "52": "config.py", + "52": "create_schema_registry", "53": "src/__init__.py", "54": "de/contextual.md", "55": "de/direct.md", @@ -98,7 +98,7 @@ "96": "readiness.md", "97": "5. 📝 Conversor de Artigo JSON para Markdown", "98": "Extraction Pipeline Checklist: Article Content Multi-Engine Extractor", - "99": "ModelGatewayClient", + "99": "config.py", "100": "SQLiteStore", "101": "main", "102": "Feature Specification: Multilingual NLP Entity Inherence Classifier (POC)", @@ -120,7 +120,7 @@ "118": "Tasks: Deterministic Article Content Selection", "119": "select_article_extractor", "120": "process_batch", - "121": "detect_language", + "121": "classifier.py", "122": "test_select_article_extractor.py", "123": "Feature Specification: Deterministic Content Selection", "124": "2. Entity Descriptions & Fields", @@ -147,14 +147,14 @@ "145": "parse_arguments", "146": "Specification Quality Checklist: Convert Article JSON to Markdown", "147": "CLI Contract: `convert_article_to_markdown.py`", - "148": "9. Interface CLI", + "148": "architecture-delta.mjs", "149": "test_convert_article_to_markdown.py", - "150": "13. Estratégia de testes", + "150": "render-architecture.mjs", "151": "6. Contrato de entrada", "152": "test_models.py", "153": "convert_html_to_markdown", "154": "properties", - "155": "5. Escopo", + "155": "geometry.mjs", "156": "Los puntajes de River vs. Independiente Santa Fe, por la Copa Sudamericana - TyC Sports", "157": "valid_newspaper4k.md", "158": "valid_readability.md", @@ -162,7 +162,7 @@ "160": "run_preflight_checks", "161": "adapter.py", "162": "validate_and_extract_enrichment", - "163": "candidate/parser.py", + "163": "render-lifecycle.mjs", "164": "hygiene/harness.py", "165": "SanitizedJsonLogger", "166": "InputSizeExceededError", @@ -176,12 +176,12 @@ "174": "properties", "175": "repair-operations.schema.json", "176": "Functional Requirements", - "177": "test_equivalence_mapping.py", + "177": "properties", "178": "enrichment-response.schema.json", - "179": "create_manifest_dict", + "179": "properties", "180": "Catálogo de métricas e KPIs — Runtime de consolidação de artigos", "181": "article_content_hygiene", - "182": "._get_connection", + "182": "archify.mjs", "183": "Documento de Arquitetura — Runtime de consolidação de artigos", "184": "null", "185": "Runbook de produção — Runtime de consolidação de artigos", @@ -193,12 +193,12 @@ "191": "properties", "192": "type", "193": "properties", - "194": "build_minimal_hygiene_projection", + "194": "brand-marks.mjs", "195": "check_zero_regex.py", "196": "properties", - "197": "runtime-config.schema.json", + "197": "webm-artifact.smoke.mjs", "198": "properties", - "199": "object", + "199": "provider_versions", "200": "candidates-payload.schema.json", "201": "limits", "202": "langfuse", @@ -211,13 +211,13 @@ "209": "object", "210": "null", "211": "properties", - "212": "calculate_execution_fingerprint", - "213": "model_versions", + "212": "check-render-output.mjs", + "213": "render-sequence.mjs", "214": "3. Operational Execution Scenarios", "215": "type", "216": "test_cli_subprocess_pipeline.py", "217": "clean_body_images", - "218": "ecp", + "218": "properties", "219": "paths", "220": "properties", "221": "properties", @@ -275,7 +275,7 @@ "273": "7. Checklist de release", "274": "eval_runner.py", "275": "ecp-profile.schema.json", - "276": "prompt_versions", + "276": "cli.mjs", "277": "12. Preparação determinística", "278": "15. Pequenos reparos textuais", "279": "9. Contrato do ECP", @@ -293,7 +293,10 @@ "291": "build_release_metadata.py", "292": "removal_reasons", "293": "kept_image_ids", + "294": "generated-validators.mjs", + "295": "properties", "296": "test_prompts_contract.py", + "297": "properties", "298": "Release Quality Summary Report", "299": "Comandos e Utilitários CLI", "300": "13. Candidatos e proveniência", @@ -326,6 +329,198 @@ "327": "test_normalize_scalar_whitespace_collapsing", "328": "test_normalize_scalar_non_string_types", "329": "2. 📰 Extrator de Manchetes do Google News", + "330": "properties", "331": "⚙️ Instalação e Setup", - "332": "3. 📄 Extrator e Parser Multimotor de Artigos" + "332": "3. 📄 Extrator e Parser Multimotor de Artigos", + "333": "render-workflow.mjs", + "334": "properties", + "335": "scripts", + "336": "render-dataflow.mjs", + "337": "startPreview", + "338": "required", + "339": "layout-rules.test.mjs", + "340": "visual-check.mjs", + "341": "scenarios.mjs", + "342": "Authoring contract", + "343": "required", + "344": "properties", + "345": "properties", + "346": "golden.mjs", + "347": "output-path.mjs", + "348": "properties", + "349": "enum", + "350": "adaptive-reader-layout.test.mjs", + "351": "required", + "352": "required", + "353": "legend-contract.test.mjs", + "354": "visual-check.test.mjs", + "355": "engineering-profiles.mjs", + "356": "required", + "357": "properties", + "358": "generate-brand-marks.mjs", + "359": "repository", + "360": "$defs", + "361": "enum", + "362": "dataflow.schema.json", + "363": "properties", + "364": "lifecycle.schema.json", + "365": "workflow.schema.json", + "366": "entries", + "367": "sequence.schema.json", + "368": "items", + "369": "semantic-radar.test.mjs", + "370": "architecture.schema.json", + "371": "legendEntry", + "372": "properties", + "373": "degraded.test.mjs", + "374": "viewer-chrome-layout.test.mjs", + "375": "Viewer Runtime reference", + "376": "repository-evidence.mjs", + "377": "properties", + "378": "properties", + "379": "enum", + "380": "entries", + "381": "properties", + "382": "properties", + "383": "Archify", + "384": "ordinary-model-floor.test.mjs", + "385": "output-path.test.mjs", + "386": "preview-contract.test.mjs", + "387": "real-repository-proof.test.mjs", + "388": "v1-compatibility.test.mjs", + "389": "enum", + "390": "Archify JSON IR Schemas", + "391": "enum", + "392": "enum", + "393": "generate-validators.mjs", + "394": "authored-reachability.test.mjs", + "395": "chapter-delta-preview.test.mjs", + "396": "cli.test.mjs", + "397": "readme-showcase.test.mjs", + "398": "repository-evidence.test.mjs", + "399": "run_smoke_test", + "400": "open-artifact.mjs", + "401": "Delivery contract", + "402": "enum", + "403": "wraps", + "404": "enum", + "405": "enum", + "406": "enum", + "407": "required", + "408": "mainPath", + "409": "animation.test.mjs", + "410": "guided-views.test.mjs", + "411": "landing.test.mjs", + "412": "preset-tryon.test.mjs", + "413": "reach-share-card.test.mjs", + "414": "relationship-direct-explorer.test.mjs", + "415": "relationship-lens.test.mjs", + "416": "relationship-permalink.test.mjs", + "417": "release-identity.test.mjs", + "418": "repair-receipt.test.mjs", + "419": "route-journey.test.mjs", + "420": "route-share-card.test.mjs", + "421": "semantic-legend-gateway.test.mjs", + "422": "sequence-column-fit.test.mjs", + "423": "share-card-export.test.mjs", + "424": "story-carrier.test.mjs", + "425": "story-director-strip.test.mjs", + "426": "story-follow-camera.test.mjs", + "427": "story-moment-link.test.mjs", + "428": "story-shelf.test.mjs", + "429": "properties", + "430": "PipeCdp", + "431": "Sequence Renderer", + "432": "enum", + "433": "enum", + "434": "required", + "435": "enum", + "436": "chapter-handoff.test.mjs", + "437": "chapter-rail.test.mjs", + "438": "diagram-guide.test.mjs", + "439": "finder.test.mjs", + "440": "intent-trace.test.mjs", + "441": "motion-governor.test.mjs", + "442": "presentation.test.mjs", + "443": "preview.test.mjs", + "444": "relationship-pulse.test.mjs", + "445": "route-probe.test.mjs", + "446": "semantic-camera.test.mjs", + "447": "semantic-flow.test.mjs", + "448": "semantic-lens.test.mjs", + "449": "semantic-passport.test.mjs", + "450": "semantic-zoom.test.mjs", + "451": "story-beat-navigator.test.mjs", + "452": "story-horizon.test.mjs", + "453": "tags", + "454": "test_benchmark_24.py", + "455": "Data Flow Renderer", + "456": "Lifecycle Renderer", + "457": "Workflow Renderer", + "458": "enum", + "459": "enum", + "460": "size", + "461": "viewBox", + "462": "point", + "463": "enum", + "464": "viewBox", + "465": "automatic-port-spread.test.mjs", + "466": "render-output-checks.test.mjs", + "467": "skill-metadata.test.mjs", + "468": "story-trail.test.mjs", + "469": "prompts", + "470": "meta", + "471": "layout", + "472": "enum", + "473": "focus", + "474": "enum", + "475": "meta", + "476": "render-examples.mjs", + "477": "authoring-safety-contract.test.mjs", + "478": "base-input-compatibility.test.mjs", + "479": "release-package-gates.test.mjs", + "480": "validate_certified_cheap_model", + "481": "enum", + "482": "enum", + "483": "sources", + "484": "via", + "485": "col", + "486": "via", + "487": "enum", + "488": "enum", + "489": "bias", + "490": "col", + "491": "toCol", + "492": "community-proof-intake.test.mjs", + "493": "cursor-onboarding.test.mjs", + "494": "delivery-contract.test.mjs", + "495": "guide-page.test.mjs", + "496": "proof-aperture.test.mjs", + "497": "start-page.test.mjs", + "498": "FaultyMockAdapter", + "499": "MockProviderAdapter", + "500": "Brand marks", + "501": "col", + "502": "label", + "503": "row", + "504": "width", + "505": "height", + "506": "label", + "507": "row", + "508": "stage", + "509": "width", + "510": "cornerRadius", + "511": "height", + "512": "label", + "513": "width", + "514": "to", + "515": "y", + "516": "height", + "517": "label", + "518": "labelSegment", + "519": "width", + "520": "generate-validators.test.mjs", + "521": "toolbar-polish.test.mjs", + "522": ".record_trace", + "523": "brand-marks/README.md" } diff --git a/graphify-out/2026-08-24/GRAPH_REPORT.md b/graphify-out/2026-08-24/GRAPH_REPORT.md index 33c49bb..ac1b0e6 100644 --- a/graphify-out/2026-08-24/GRAPH_REPORT.md +++ b/graphify-out/2026-08-24/GRAPH_REPORT.md @@ -1,16 +1,16 @@ # Graph Report - TextNLPClassifierApp (2026-08-24) ## Corpus Check -- 332 files · ~275,999 words +- 487 files · ~879,724 words - Verdict: corpus is large enough that graph structure adds value. ## Summary -- 3443 nodes · 4553 edges · 329 communities (273 shown, 56 thin omitted) -- Extraction: 99% EXTRACTED · 1% INFERRED · 0% AMBIGUOUS · INFERRED: 44 edges (avg confidence: 0.95) +- 5812 nodes · 8300 edges · 524 communities (456 shown, 68 thin omitted) +- Extraction: 99% EXTRACTED · 1% INFERRED · 0% AMBIGUOUS · INFERRED: 83 edges (avg confidence: 0.9) - Token cost: 0 input · 0 output ## Graph Freshness -- Built from commit: `e1e0be13` +- Built from commit: `23de7d8f` - Run `git rev-parse HEAD` and compare to check if the graph is stale. - Run `graphify update .` after code changes (no API cost). @@ -59,11 +59,11 @@ - ClassificationResult - ECPSnapshot - LLMFallbackAdapter -- classifier.py +- tools/models.py - content_northvolt_de.md - content_presal_pt.md - content_tangential_es.md -- config.py +- create_schema_registry - src/__init__.py - de/contextual.md - de/direct.md @@ -109,7 +109,7 @@ - CLI Contract: Google News Headlines Extractor - 5. 📝 Conversor de Artigo JSON para Markdown - Extraction Pipeline Checklist: Article Content Multi-Engine Extractor -- ModelGatewayClient +- config.py - SQLiteStore - main - Feature Specification: Multilingual NLP Entity Inherence Classifier (POC) @@ -130,7 +130,7 @@ - Tasks: Deterministic Article Content Selection - select_article_extractor - process_batch -- detect_language +- classifier.py - test_select_article_extractor.py - Feature Specification: Deterministic Content Selection - 2. Entity Descriptions & Fields @@ -157,14 +157,14 @@ - parse_arguments - Specification Quality Checklist: Convert Article JSON to Markdown - CLI Contract: `convert_article_to_markdown.py` -- 9. Interface CLI +- architecture-delta.mjs - test_convert_article_to_markdown.py -- 13. Estratégia de testes +- render-architecture.mjs - 6. Contrato de entrada - test_models.py - convert_html_to_markdown - properties -- 5. Escopo +- geometry.mjs - Los puntajes de River vs. Independiente Santa Fe, por la Copa Sudamericana - TyC Sports - valid_newspaper4k.md - valid_readability.md @@ -172,7 +172,7 @@ - run_preflight_checks - adapter.py - validate_and_extract_enrichment -- candidate/parser.py +- render-lifecycle.mjs - hygiene/harness.py - SanitizedJsonLogger - InputSizeExceededError @@ -186,12 +186,12 @@ - properties - repair-operations.schema.json - Functional Requirements -- test_equivalence_mapping.py +- properties - enrichment-response.schema.json -- create_manifest_dict +- properties - Catálogo de métricas e KPIs — Runtime de consolidação de artigos - article_content_hygiene -- ._get_connection +- archify.mjs - Documento de Arquitetura — Runtime de consolidação de artigos - null - Runbook de produção — Runtime de consolidação de artigos @@ -203,12 +203,12 @@ - properties - type - properties -- build_minimal_hygiene_projection +- brand-marks.mjs - check_zero_regex.py - properties -- runtime-config.schema.json +- webm-artifact.smoke.mjs - properties -- object +- provider_versions - candidates-payload.schema.json - limits - langfuse @@ -221,13 +221,13 @@ - object - null - properties -- calculate_execution_fingerprint -- model_versions +- check-render-output.mjs +- render-sequence.mjs - 3. Operational Execution Scenarios - type - test_cli_subprocess_pipeline.py - clean_body_images -- ecp +- properties - paths - properties - properties @@ -285,7 +285,7 @@ - 7. Checklist de release - eval_runner.py - ecp-profile.schema.json -- prompt_versions +- cli.mjs - 12. Preparação determinística - 15. Pequenos reparos textuais - 9. Contrato do ECP @@ -303,7 +303,10 @@ - build_release_metadata.py - removal_reasons - kept_image_ids +- generated-validators.mjs +- properties - test_prompts_contract.py +- properties - Release Quality Summary Report - Comandos e Utilitários CLI - 13. Candidatos e proveniência @@ -336,20 +339,212 @@ - test_normalize_scalar_whitespace_collapsing - test_normalize_scalar_non_string_types - 2. 📰 Extrator de Manchetes do Google News +- properties - ⚙️ Instalação e Setup - 3. 📄 Extrator e Parser Multimotor de Artigos +- render-workflow.mjs +- properties +- scripts +- render-dataflow.mjs +- startPreview +- required +- layout-rules.test.mjs +- visual-check.mjs +- scenarios.mjs +- Authoring contract +- required +- properties +- properties +- golden.mjs +- output-path.mjs +- properties +- enum +- adaptive-reader-layout.test.mjs +- required +- required +- legend-contract.test.mjs +- visual-check.test.mjs +- engineering-profiles.mjs +- required +- properties +- generate-brand-marks.mjs +- repository +- $defs +- enum +- dataflow.schema.json +- properties +- lifecycle.schema.json +- workflow.schema.json +- entries +- sequence.schema.json +- items +- semantic-radar.test.mjs +- architecture.schema.json +- legendEntry +- properties +- degraded.test.mjs +- viewer-chrome-layout.test.mjs +- Viewer Runtime reference +- repository-evidence.mjs +- properties +- properties +- enum +- entries +- properties +- properties +- Archify +- ordinary-model-floor.test.mjs +- output-path.test.mjs +- preview-contract.test.mjs +- real-repository-proof.test.mjs +- v1-compatibility.test.mjs +- enum +- Archify JSON IR Schemas +- enum +- enum +- generate-validators.mjs +- authored-reachability.test.mjs +- chapter-delta-preview.test.mjs +- cli.test.mjs +- readme-showcase.test.mjs +- repository-evidence.test.mjs +- run_smoke_test +- open-artifact.mjs +- Delivery contract +- enum +- wraps +- enum +- enum +- enum +- required +- mainPath +- animation.test.mjs +- guided-views.test.mjs +- landing.test.mjs +- preset-tryon.test.mjs +- reach-share-card.test.mjs +- relationship-direct-explorer.test.mjs +- relationship-lens.test.mjs +- relationship-permalink.test.mjs +- release-identity.test.mjs +- repair-receipt.test.mjs +- route-journey.test.mjs +- route-share-card.test.mjs +- semantic-legend-gateway.test.mjs +- sequence-column-fit.test.mjs +- share-card-export.test.mjs +- story-carrier.test.mjs +- story-director-strip.test.mjs +- story-follow-camera.test.mjs +- story-moment-link.test.mjs +- story-shelf.test.mjs +- properties +- PipeCdp +- Sequence Renderer +- enum +- enum +- required +- enum +- chapter-handoff.test.mjs +- chapter-rail.test.mjs +- diagram-guide.test.mjs +- finder.test.mjs +- intent-trace.test.mjs +- motion-governor.test.mjs +- presentation.test.mjs +- preview.test.mjs +- relationship-pulse.test.mjs +- route-probe.test.mjs +- semantic-camera.test.mjs +- semantic-flow.test.mjs +- semantic-lens.test.mjs +- semantic-passport.test.mjs +- semantic-zoom.test.mjs +- story-beat-navigator.test.mjs +- story-horizon.test.mjs +- tags +- test_benchmark_24.py +- Data Flow Renderer +- Lifecycle Renderer +- Workflow Renderer +- enum +- enum +- size +- viewBox +- point +- enum +- viewBox +- automatic-port-spread.test.mjs +- render-output-checks.test.mjs +- skill-metadata.test.mjs +- story-trail.test.mjs +- prompts +- meta +- layout +- enum +- focus +- enum +- meta +- render-examples.mjs +- authoring-safety-contract.test.mjs +- base-input-compatibility.test.mjs +- release-package-gates.test.mjs +- validate_certified_cheap_model +- enum +- enum +- sources +- via +- col +- via +- enum +- enum +- bias +- col +- toCol +- community-proof-intake.test.mjs +- cursor-onboarding.test.mjs +- delivery-contract.test.mjs +- guide-page.test.mjs +- proof-aperture.test.mjs +- start-page.test.mjs +- FaultyMockAdapter +- MockProviderAdapter +- Brand marks +- col +- label +- row +- width +- height +- label +- row +- stage +- width +- cornerRadius +- height +- label +- width +- to +- y +- height +- label +- labelSegment +- width +- generate-validators.test.mjs +- toolbar-polish.test.mjs +- .record_trace +- brand-marks/README.md ## God Nodes (most connected - your core abstractions) 1. `ECPSnapshot` - 70 edges 2. `InherenceClassifier` - 62 edges 3. `LLMFallbackAdapter` - 45 edges -4. `SQLiteStore` - 37 edges -5. `null` - 36 edges -6. `Documento de Arquitetura — Runtime de consolidação de artigos` - 34 edges -7. `Runbook de produção — Runtime de consolidação de artigos` - 33 edges -8. `string` - 31 edges -9. `load_schema()` - 30 edges -10. `create_schema_registry()` - 30 edges +4. `asArray()` - 44 edges +5. `esc()` - 39 edges +6. `SQLiteStore` - 37 edges +7. `null` - 36 edges +8. `Documento de Arquitetura — Runtime de consolidação de artigos` - 34 edges +9. `Runbook de produção — Runtime de consolidação de artigos` - 33 edges +10. `textUnits()` - 31 edges ## Surprising Connections (you probably didn't know these) - `test_extract_google_news_orchestration_mocked()` --uses--> `ExtractionResult` [INFERRED] @@ -366,7 +561,7 @@ ## Import Cycles - None detected. -## Communities (329 total, 56 thin omitted) +## Communities (524 total, 68 thin omitted) ### Community 0 - "Task Planning" Cohesion: 0.07 @@ -510,23 +705,23 @@ Nodes (6): 1.1 Arguments & Options, 1. Command Line Interface, 2.1 Exit Codes, 2 ### Community 45 - "ClassificationResult" Cohesion: 0.08 -Nodes (22): ABC, BaseNLPAdapter, Base abstract adapter interface for optional Tier 2 / Tier 3 NLP enhancers., Abstract interface for pluggable NLP classification adapters., Return True if the underlying provider or model is installed and configured., Compute semantic similarity score between text and a set of candidate terms., Optionally refine an ambiguous classification result., LocalEmbeddingsAdapter (+14 more) +Nodes (20): ABC, BaseNLPAdapter, Base abstract adapter interface for optional Tier 2 / Tier 3 NLP enhancers., Abstract interface for pluggable NLP classification adapters., Return True if the underlying provider or model is installed and configured., Compute semantic similarity score between text and a set of candidate terms., Optionally refine an ambiguous classification result., LocalEmbeddingsAdapter (+12 more) ### Community 46 - "ECPSnapshot" Cohesion: 0.05 -Nodes (69): InherenceClassifier, Tier 1 Deterministic NLP Entity Inherence Classifier with optional Tier 2 /…, ECPSnapshot, Unit tests for optional adapter interfaces (Tier 2 / Tier 3)., test_classifier_with_adapter_flags(), Content about apple fruit/culinary recipe against Apple Inc. tech entity., test_adversarial_apple_fruit_recipe(), petrobras_ecp() (+61 more) +Nodes (73): InherenceClassifier, Tier 1 Deterministic NLP Entity Inherence Classifier with optional Tier 2 /…, ECPSnapshot, Unit tests for optional adapter interfaces (Tier 2 / Tier 3)., test_classifier_with_adapter_flags(), Content about city/state governance of São Paulo against ECP for São Paulo FC., Content about apple fruit/culinary recipe against Apple Inc. tech entity., test_adversarial_apple_fruit_recipe() (+65 more) ### Community 47 - "LLMFallbackAdapter" Cohesion: 0.06 -Nodes (34): LLMFallbackAdapter, Executes LLM fallback for ambiguous boundary cases. Returns a refined…, Parses and validates structured JSON response from LLM., Optional adapter for LLM fallback boundary disambiguation., Returns True if an API key or custom provider function is configured., Constructs an expert-engineered prompt for multilingual entity inherence…, test_llm_adapter_interface(), Cenário 1: Artigo com alta densidade de âncoras do River Plate. Oráculo:… (+26 more) +Nodes (33): LLMFallbackAdapter, Executes LLM fallback for ambiguous boundary cases. Returns a refined…, Parses and validates structured JSON response from LLM., Optional adapter for LLM fallback boundary disambiguation., Returns True if an API key or custom provider function is configured., Constructs an expert-engineered prompt for multilingual entity inherence…, test_llm_adapter_interface(), Cenário 5.2: Simula execução bem-sucedida via API REST do Google Gemini. (+25 more) -### Community 48 - "classifier.py" -Cohesion: 0.06 -Nodes (34): Core deterministic classification engine (Tier 1 core)., DecisionCategory, MatchedGraphEntity, Enum, Data models and validation schemas for Multilingual NLP Entity Inherence…, RelatedEntity, Adversarial and robustness test suite for Multilingual NLP Entity Inherence…, Run CLI via subprocess without --output and verify stdout is pure parseable… (+26 more) +### Community 48 - "tools/models.py" +Cohesion: 0.07 +Nodes (32): emit_error(), DecisionCategory, ErrorCode, MatchedGraphEntity, Enum, str, Data models and validation schemas for Multilingual NLP Entity Inherence…, RelatedEntity (+24 more) -### Community 52 - "config.py" -Cohesion: 0.09 -Nodes (35): calculate_exact_file_sha256(), create_schema_registry(), load_schema(), Any, Path, Registry, Runtime configuration loading, validation, and release metadata byte hash…, Reusable validation ensuring no powerful or uncertified models are used in any… (+27 more) +### Community 52 - "create_schema_registry" +Cohesion: 0.14 +Nodes (22): create_schema_registry(), load_schema(), Registry, Contract tests for article-input.schema.json evaluated against all 20 reference…, test_article_input_rejects_batch_wrapper(), test_article_input_schema_against_all_20_reference_units(), Contract tests for candidates-payload.schema.json., test_candidates_payload_against_reference_articles() (+14 more) ### Community 80 - "test_extract_article_contents.py" Cohesion: 0.06 @@ -596,17 +791,17 @@ Nodes (10): 1. Conversão Padrão, 2. Conversão com Caminho de Destino Personal Cohesion: 0.05 Nodes (34): 1. Requirement Completeness, 2. Requirement Clarity & Non-Ambiguity, 3. Requirement Consistency & Data Contracts, 4. Scenario & Edge Case Coverage, 5. Non-Functional & Operational Readiness, Extraction Pipeline Checklist: Article Content Multi-Engine Extractor, Notes, Content Quality (+26 more) -### Community 99 - "ModelGatewayClient" -Cohesion: 0.08 -Nodes (33): ModelRoleConfig, RuntimeConfig, RuntimeLimits, RuntimeObservabilityConfig, RuntimePricing, RuntimeStoragePaths, DeepSeekAdapter, GroqAdapter (+25 more) +### Community 99 - "config.py" +Cohesion: 0.07 +Nodes (44): calculate_exact_file_sha256(), load_runtime_config(), ModelRoleConfig, Any, Path, Runtime configuration loading, validation, and release metadata byte hash…, Reusable validation ensuring no powerful or uncertified models are used in any…, RuntimeConfig (+36 more) ### Community 100 - "SQLiteStore" -Cohesion: 0.08 -Nodes (36): main(), Any, Path, State and artifact reconciliation CLI., reconcile_runtime(), flush_telemetry_queue(), main(), Path (+28 more) +Cohesion: 0.07 +Nodes (33): Connection, main(), Any, Path, State and artifact reconciliation CLI., reconcile_runtime(), flush_telemetry_queue(), main() (+25 more) ### Community 101 - "main" -Cohesion: 0.08 -Nodes (29): emit_error(), main(), parse_args(), Namespace, ClassificationError, ErrorCode, str, parametrize (+21 more) +Cohesion: 0.13 +Nodes (22): main(), parse_args(), Namespace, Path, Cenário 6.1: Caminho de ECP inexistente -> Exit Code 1, error_code:…, Cenário 6.2: Arquivo ECP com sintaxe JSON corrompida., Cenário 6.3: Valida erro para falta de cada um dos campos obrigatórios do ECP., Cenário 6.4: Caminho de arquivo Markdown inexistente. (+14 more) ### Community 102 - "Feature Specification: Multilingual NLP Entity Inherence Classifier (POC)" Cohesion: 0.14 @@ -680,9 +875,9 @@ Nodes (35): CandidateStatus, extract_candidate_data(), ExtractorName, Any, Enum, Cohesion: 0.11 Nodes (24): atomic_save_json(), process_batch(), Path, Salva dados em JSON de forma atômica utilizando arquivo temporário e rename., Lê o JSON de entrada, valida a estrutura, processa todos os artigos e grava o…, Path, CT-012: A entrada já contém selected_extractor -> Recalcular e substituir…, CT-013: articles está vazio -> Gerar saída válida com articles vazio. (+16 more) -### Community 121 - "detect_language" -Cohesion: 0.19 -Nodes (16): detect_language(), extract_words(), normalize_text(), Lightweight multilingual language detection and text normalization., Normalize text by converting to lowercase and stripping combining diacritical…, Tokenize text into lowercase alphanumeric words., Detect the ISO-639-1 language code of text among supported languages (pt, en,…, Unit tests for language detection and text normalization. (+8 more) +### Community 121 - "classifier.py" +Cohesion: 0.14 +Nodes (22): count_phrase_occurrences(), match_phrase_in_text(), Core deterministic classification engine (Tier 1 core)., Check if a normalized phrase appears in normalized text with word boundary…, Count occurrences of a phrase in text., Classify inherence of content against an ECP snapshot., detect_language(), extract_words() (+14 more) ### Community 122 - "test_select_article_extractor.py" Cohesion: 0.18 @@ -733,8 +928,8 @@ Cohesion: 0.14 Nodes (14): 12. Critérios de aceite, CA-001 — Trafilatura selecionada, CA-002 — Newspaper4k selecionado, CA-003 — Readability selecionado, CA-004 — Fallback dentro do extrator, CA-005 — Proibição de fallback de corpo entre extratores, CA-006 — Metadado vindo de outro extrator, CA-007 — Obrigatórios presentes (+6 more) ### Community 134 - "PRD — Conversão de artigo JSON para Markdown" -Cohesion: 0.17 -Nodes (11): 10. Tratamento de erros, 14. Definition of Done, 15. Dependência técnica escolhida, 1. Visão geral, 2. Problema, 3. Objetivo, 4. História do usuário, 7.1 Arquivo (+3 more) +Cohesion: 0.08 +Nodes (23): 10. Tratamento de erros, 13.1 Testes unitários, 13.2 Testes de integração do CLI, 13.3 Casos de resultado esperado, 13. Estratégia de testes, 14. Definition of Done, 15. Dependência técnica escolhida, 1. Visão geral (+15 more) ### Community 135 - "resolve_article_body" Cohesion: 0.20 @@ -788,41 +983,41 @@ Nodes (5): Content Quality, Feature Readiness, Notes, Requirement Completeness, Cohesion: 0.33 Nodes (5): 1. Script Signature, 2. Command-Line Arguments, 3. Exit Codes, 4. Standard Stream Behavior, CLI Contract: `convert_article_to_markdown.py` -### Community 148 - "9. Interface CLI" -Cohesion: 0.40 -Nodes (5): 9.1 Script, 9.2 Argumentos, 9.3 Exemplos, 9.4 Saída do processo, 9. Interface CLI +### Community 148 - "architecture-delta.mjs" +Cohesion: 0.07 +Nodes (68): addNodeMarker(), addState(), annotateArchitectureSideSvg(), architectureDeltaChangeRows(), ArchitectureDeltaError, BOUNDARY_FIELDS, boundaryChangeMap(), boundaryElements() (+60 more) ### Community 149 - "test_convert_article_to_markdown.py" Cohesion: 0.08 Nodes (25): Suíte de Testes Automatizados para Conversão de Artigo JSON para Markdown.…, Testa divisão por ponto e vírgula na string e vírgulas em elementos de lista…, Valida parsing de datas no formato RFC 2822 (usado em feeds RSS e cabeçalhos…, Valida a cadeia de fallback completa para o campo TÍTULO (6 níveis)., Garante que subtítulo idêntico ao título seja automaticamente omitido (None)., Valida decodificação de entidades HTML nomeadas e numéricas., Garante correspondência exata byte a byte para Trafilatura, Newspaper4k e…, Garante que múltiplas execuções no mesmo arquivo produzam hashes SHA-256… (+17 more) -### Community 150 - "13. Estratégia de testes" -Cohesion: 0.50 -Nodes (4): 13.1 Testes unitários, 13.2 Testes de integração do CLI, 13.3 Casos de resultado esperado, 13. Estratégia de testes +### Community 150 - "render-architecture.mjs" +Cohesion: 0.06 +Nodes (59): DEFAULT_GRID, gridLayout(), resolveComponentPos(), validateGridPlacement(), alignFacingPorts(), architectureLegendEntries, automaticPorts, autoViewBoxFor() (+51 more) ### Community 151 - "6. Contrato de entrada" Cohesion: 0.50 Nodes (4): 6.1 Formato, 6.2 Valores aceitos para `selected_extractor`, 6.3 Campos obrigatórios após a resolução, 6. Contrato de entrada ### Community 152 - "test_models.py" -Cohesion: 0.11 -Nodes (20): count_phrase_occurrences(), match_phrase_in_text(), Check if a normalized phrase appears in normalized text with word boundary…, Count occurrences of a phrase in text., Classify inherence of content against an ECP snapshot., Any, extract_evidence_snippets(), extract_sentences() (+12 more) +Cohesion: 0.12 +Nodes (17): ClassificationError, Any, extract_evidence_snippets(), extract_sentences(), Markdown content parser and excerpt extraction utilities., Split text into individual sentences., Extract relevant sentence excerpts from Markdown text that contain any of the…, Remove markdown syntax markers (headers, bold, italics, links, code blocks) to… (+9 more) ### Community 153 - "convert_html_to_markdown" Cohesion: 0.33 Nodes (6): convert_html_to_markdown(), Converte HTML para Markdown usando títulos ATX, removendo scripts e estilos., Valida conversão de elementos HTML estruturados para Markdown com títulos ATX., Testa conversão de HTML vazio retornando string vazia., test_convert_html_to_markdown_empty_or_whitespace(), test_convert_html_to_markdown_rich_formatting() ### Community 154 - "properties" -Cohesion: 0.06 -Nodes (48): endpoint_url, enrichment_prompt_version, enrichment_schema_version, hygiene_prompt_version, hygiene_schema_version, max_retries, parameters, timeout_seconds (+40 more) +Cohesion: 0.05 +Nodes (54): endpoint_url, enrichment_prompt_version, enrichment_schema_version, hygiene_prompt_version, hygiene_schema_version, max_retries, parameters, timeout_seconds (+46 more) -### Community 155 - "5. Escopo" -Cohesion: 0.67 -Nodes (3): 5.1 Incluído, 5.2 Fora do escopo, 5. Escopo +### Community 155 - "geometry.mjs" +Cohesion: 0.14 +Nodes (52): validateArchitecture(), validateDataflow(), validateLifecycle(), validateSequence(), brandTopRailProblem(), recordDiagnostic(), throwDiagnosticProblems(), asArray() (+44 more) ### Community 159 - "consolidate.py" -Cohesion: 0.09 -Nodes (28): main(), Any, Path, Single-article consolidation runtime CLI entrypoint., run_consolidation(), setup_signal_handlers(), _signal_handler(), validate_article_schema() (+20 more) +Cohesion: 0.07 +Nodes (42): main(), Any, Path, Single-article consolidation runtime CLI entrypoint., run_consolidation(), setup_signal_handlers(), _signal_handler(), validate_article_schema() (+34 more) ### Community 160 - "run_preflight_checks" Cohesion: 0.31 @@ -836,29 +1031,29 @@ Nodes (13): ECPClassificationAdapter, load_ecp_schema_registry(), Any, Registry, Cohesion: 0.18 Nodes (15): build_minimal_enrichment_projection(), EnrichmentFailedError, normalize_tag(), Any, ValueError, Post-ECP entity sentiment and native tags enrichment harness., Raised when post-ECP enrichment fails and cannot be recovered., Normalizes tag text: NFKC Unicode, lowercase, collapsed spaces without regex. (+7 more) -### Community 163 - "candidate/parser.py" -Cohesion: 0.17 -Nodes (17): build_candidates_payload(), _extract_plain_text(), parse_metadata_candidates(), parse_raw_text_into_candidates(), Any, Structural candidate parser using DOM, CommonMark AST, and JSON-LD without…, Parses raw extractor body text into candidate blocks using CommonMark AST., Normative priorities: trafilatura.canonical_url -> input_meta.url ->… (+9 more) +### Community 163 - "render-lifecycle.mjs" +Cohesion: 0.09 +Nodes (45): pathFor(), renderConnectionLabel(), renderConnectionPath(), renderSvg(), renderFlowLabel(), renderFlowPath(), renderSvg(), bandFor() (+37 more) ### Community 164 - "hygiene/harness.py" -Cohesion: 0.14 -Nodes (20): assemble_intermediate_markdown(), Grounded intermediate Markdown assembler., Assembles sanitized intermediate Markdown from validated editorial components., execute_10_step_hygiene_harness(), execute_deterministic_hygiene_fallback(), GroundingViolationError, HygieneFailedError, ValueError (+12 more) +Cohesion: 0.07 +Nodes (41): build_candidates_payload(), _extract_plain_text(), parse_metadata_candidates(), parse_raw_text_into_candidates(), Any, Structural candidate parser using DOM, CommonMark AST, and JSON-LD without…, Parses raw extractor body text into candidate blocks using CommonMark AST., Normative priorities: trafilatura.canonical_url -> input_meta.url ->… (+33 more) ### Community 165 - "SanitizedJsonLogger" -Cohesion: 0.21 -Nodes (7): Any, Structured JSON logging with secret sanitization and strict omission of…, Emits a structured JSON log line to stderr., SanitizedJsonLogger, Specialized security tests for authorization header and secret redaction…, test_secret_redaction_in_dictionary(), test_secret_redaction_in_text() +Cohesion: 0.25 +Nodes (6): Any, Emits a structured JSON log line to stderr., SanitizedJsonLogger, Specialized security tests for authorization header and secret redaction…, test_secret_redaction_in_dictionary(), test_secret_redaction_in_text() ### Community 166 - "InputSizeExceededError" Cohesion: 0.26 Nodes (9): InputSizeExceededError, ValueError, Input byte size limiter and pre-provider guard., Validates that input data does not exceed the byte size limit before any…, Raised when the input article payload exceeds the maximum configured byte size…, validate_input_size(), Unit tests for input size limits covering scenarios IN-001 to IN-015., test_input_size_exceeded_raises_error() (+1 more) ### Community 167 - "CandidateObject" -Cohesion: 0.16 -Nodes (20): CandidateObject, CandidateType, Enum, str, Candidate element data models and repair structures., RepairCategory, TextRepair, Any (+12 more) +Cohesion: 0.10 +Nodes (32): compute_sequence_similarity(), map_candidate_equivalences(), normalize_text_for_comparison(), Non-destructive candidate equivalence mapping using difflib.SequenceMatcher…, Normalizes Unicode text and collapses whitespace without regular expressions., Computes character/token sequence ratio using standard library difflib., Non-destructively annotates candidate objects with equivalent candidate IDs…, CandidateObject (+24 more) ### Community 168 - "enum" -Cohesion: 0.04 -Nodes (47): CONTEXTUAL_INHERENT, DIRECT_INHERENT, ECP_CLASSIFICATION_FAILED, ECP_REJECTED, ENRICHMENT_FAILED, GROUNDING_VIOLATION, HYGIENE_FAILED, INVALID_ARTICLE_SCHEMA (+39 more) +Cohesion: 0.09 +Nodes (23): ECP_CLASSIFICATION_FAILED, ECP_REJECTED, ENRICHMENT_FAILED, GROUNDING_VIOLATION, HYGIENE_FAILED, INVALID_ARTICLE_SCHEMA, INVALID_ECP_SCHEMA, INVALID_SELECTED_EXTRACTOR (+15 more) ### Community 169 - "Plano de testes e evals — Runtime de consolidação de artigos" Cohesion: 0.05 @@ -869,8 +1064,8 @@ Cohesion: 0.05 Nodes (36): 10. Política de provider, 11.1 Fonte, 11.2 Casos obrigatórios de reparo, 11.3 Assertions, 11. Promptfoo, 12. Contexto registrado no Langfuse, 13. Critérios de aceite, 1. Objetivo (+28 more) ### Community 171 - "ExecutionStateMachine" -Cohesion: 0.25 -Nodes (5): ExecutionStateMachine, InvalidStateTransitionError, Any, ValueError, Raised when an illegal state transition is attempted. +Cohesion: 0.17 +Nodes (9): ExecutionStateMachine, ExecutionStatus, InvalidStateTransitionError, Any, Enum, str, ValueError, Explicit Python state machine for runtime article consolidation lifecycle. (+1 more) ### Community 172 - "Implementation Tasks: Article Consolidation and Hygiene Runtime" Cohesion: 0.05 @@ -881,8 +1076,8 @@ Cohesion: 0.29 Nodes (6): 1. Executar Toda a Suíte do Projeto (247 testes), 2. Executar por Módulo Específico, 🚀 Como Executar os Testes, 🔑 Configuração para Testes com LLM ao Vivo, 🧪 Documentação da Suíte de Testes Automatizados, 📊 Inventário e Mapa de Cobertura das Suítes ### Community 174 - "properties" -Cohesion: 0.18 -Nodes (11): description, minLength, type, runtime_fallback, runtime_primary, properties, config_version, roles (+3 more) +Cohesion: 0.04 +Nodes (45): enum, additionalProperties, properties, type, blueprint, classic, editorial, none (+37 more) ### Community 175 - "repair-operations.schema.json" Cohesion: 0.06 @@ -892,29 +1087,29 @@ Nodes (33): encoding, obvious_typo, original_fragment, punctuation_corruption, r Cohesion: 0.06 Nodes (33): Assumptions, Deterministic Structural Candidate Model, ECP Gate and Relevance Enforcement, Edge Cases, Feature Specification: Article Consolidation and Hygiene Runtime, Functional Requirements, Input, Validation, and Fingerprinting Contracts, Key Entities (+25 more) -### Community 177 - "test_equivalence_mapping.py" -Cohesion: 0.26 -Nodes (11): compute_sequence_similarity(), map_candidate_equivalences(), normalize_text_for_comparison(), Non-destructive candidate equivalence mapping using difflib.SequenceMatcher…, Normalizes Unicode text and collapses whitespace without regular expressions., Computes character/token sequence ratio using standard library difflib., Non-destructively annotates candidate objects with equivalent candidate IDs…, Unit tests for sequence equivalence mapping covering scenarios CAN-001 to… (+3 more) +### Community 177 - "properties" +Cohesion: 0.04 +Nodes (45): enum, additionalProperties, properties, type, blueprint, classic, editorial, none (+37 more) ### Community 178 - "enrichment-response.schema.json" Cohesion: 0.07 Nodes (29): evidence_candidate_ids, additionalProperties, items, minItems, type, $id, minLength, type (+21 more) -### Community 179 - "create_manifest_dict" -Cohesion: 0.23 -Nodes (14): create_manifest_dict(), persist_manifest_atomically(), Any, Path, Atomic filesystem writer and shared manifest generator. Enforces: - Writing…, Generates an output manifest adhering strictly to manifest-output.schema.json., Persists a manifest dictionary as .result.json atomically., Writes content atomically to target_path using a temporary file in the same… (+6 more) +### Community 179 - "properties" +Cohesion: 0.04 +Nodes (45): enum, additionalProperties, properties, type, blueprint, classic, editorial, none (+37 more) ### Community 180 - "Catálogo de métricas e KPIs — Runtime de consolidação de artigos" Cohesion: 0.07 Nodes (27): 10. Métricas de enriquecimento, 11. Métricas de LLM, 12. Sinais para futura revisão de prompt, 13. Métricas de persistência e idempotência, 14. Métricas de observabilidade, 15. Métricas de capacidade, 16.1 Staging, 16.2 Relatório obrigatório (+19 more) ### Community 181 - "article_content_hygiene" -Cohesion: 0.10 -Nodes (26): path, additionalProperties, properties, required, type, additionalProperties, properties, required (+18 more) +Cohesion: 0.21 +Nodes (12): additionalProperties, required, type, additionalProperties, required, type, hash, path (+4 more) -### Community 182 - "._get_connection" +### Community 182 - "archify.mjs" Cohesion: 0.14 -Nodes (7): Connection, Any, Path, Records a state transition for the given fingerprint atomically., Native SQLite backup API creating a consistent point-in-time database snapshot., Native SQLite restore API overwriting the current database from a snapshot., Atomically claims execution for a fingerprint. Returns: (is_new_claim,… +Nodes (42): assertEvidenceType(), CHECK_FIXES, checkerDiagnostics(), [command, ...args], commandBrands(), commandCheck(), commandCompare(), commandDeliver() (+34 more) ### Community 183 - "Documento de Arquitetura — Runtime de consolidação de artigos" Cohesion: 0.08 @@ -937,32 +1132,32 @@ Cohesion: 0.12 Nodes (20): type, type, type, type, properties, null, string, type (+12 more) ### Community 188 - "properties" -Cohesion: 0.13 -Nodes (15): minLength, type, maxLength, minLength, type, type, properties, config_version (+7 more) +Cohesion: 0.11 +Nodes (18): minLength, type, maxLength, minLength, type, type, maxLength, minLength (+10 more) ### Community 189 - "PRD — Runtime de consolidação e higienização de artigos" Cohesion: 0.11 Nodes (18): 11. Fluxo funcional do runtime, 19. Gateway e fallback de modelos, 1. Contexto, 20. Idempotência e persistência, 21. Observabilidade, 22. Promptfoo no runtime, 23. Requisitos funcionais, 24. Requisitos não funcionais (+10 more) ### Community 190 - "required" -Cohesion: 0.11 -Nodes (19): ecp_classification, enrichment, error_codes, final_status, fingerprint, generate_markdown, hygiene, markdown_hash (+11 more) +Cohesion: 0.12 +Nodes (16): ecp_classification, error_codes, final_status, fingerprint, generate_markdown, markdown_hash, markdown_path, model_versions (+8 more) ### Community 191 - "properties" -Cohesion: 0.17 -Nodes (16): properties, properties, negative, neutral, positive, type, model, provider (+8 more) +Cohesion: 0.13 +Nodes (21): additionalProperties, properties, additionalProperties, properties, negative, neutral, positive, type (+13 more) ### Community 192 - "type" -Cohesion: 0.14 -Nodes (18): items, type, items, type, items, type, additionalProperties, type (+10 more) +Cohesion: 0.12 +Nodes (21): items, type, items, type, items, type, items, type (+13 more) ### Community 193 - "properties" Cohesion: 0.15 Nodes (13): type, type, properties, type, confidence, entity_id, name, relation_type (+5 more) -### Community 194 - "build_minimal_hygiene_projection" -Cohesion: 0.40 -Nodes (5): build_minimal_hygiene_projection(), Any, Projects only the strictly necessary candidate tokens for the LLM prompt. Omits…, Adversarial prompt injection evaluation (SEC-004)., test_adversarial_injection_treated_as_passive_data() +### Community 194 - "brand-marks.mjs" +Cohesion: 0.08 +Nodes (35): asUrl(), attribute(), beforeDeadline(), captureBrandReference(), captureRemoteBrand(), captureTimeoutMilliseconds(), checkedFetch(), COLLECTIONS (+27 more) ### Community 195 - "check_zero_regex.py" Cohesion: 0.18 @@ -972,17 +1167,17 @@ Nodes (12): Call, Import, ImportFrom, check_json_schemas(), check_promptfoo_yaml Cohesion: 0.12 Nodes (17): type, type, type, type, type, type, properties, article_html (+9 more) -### Community 197 - "runtime-config.schema.json" -Cohesion: 0.29 -Nodes (6): additionalProperties, $id, $schema, title, type, x-contract-version +### Community 197 - "webm-artifact.smoke.mjs" +Cohesion: 0.09 +Nodes (39): captureCopiedShareCard(), captureReachShareCard(), captureRouteShareCard(), captureRouteVisualMatrix(), captureShareCard(), chrome, chromeProcess, delay() (+31 more) ### Community 198 - "properties" Cohesion: 0.17 Nodes (12): minLength, type, type, properties, domain, graph_version, target_entity_id, target_name (+4 more) -### Community 199 - "object" -Cohesion: 0.22 -Nodes (11): additionalProperties, type, additionalProperties, type, object, enrichment, hygiene, provider_versions (+3 more) +### Community 199 - "provider_versions" +Cohesion: 0.33 +Nodes (6): enrichment, hygiene, provider_versions, additionalProperties, required, type ### Community 200 - "candidates-payload.schema.json" Cohesion: 0.13 @@ -1025,20 +1220,20 @@ Cohesion: 0.15 Nodes (13): type, object, additionalProperties, type, newspaper4k, raw_json, readability, trafilatura (+5 more) ### Community 210 - "null" -Cohesion: 0.24 -Nodes (10): null, string, maxLength, minLength, type, type, markdown_hash, markdown_path (+2 more) +Cohesion: 0.10 +Nodes (25): additionalProperties, type, type, type, article_content_hygiene, article_sentiment_tags, null, object (+17 more) ### Community 211 - "properties" Cohesion: 0.15 Nodes (13): minimum, type, minimum, type, properties, minimum, type, minimum (+5 more) -### Community 212 - "calculate_execution_fingerprint" -Cohesion: 0.31 -Nodes (8): calculate_execution_fingerprint(), _canonical_json_dumps(), Any, Deterministic canonical SHA-256 execution fingerprint calculator. Computes a…, Calculates a deterministic 64-character SHA-256 fingerprint for the execution., Unit tests for deterministic fingerprint calculation covering scenarios ID-001…, test_deterministic_fingerprint_identical_inputs(), test_fingerprint_changes_on_config_or_ecp_change() +### Community 212 - "check-render-output.mjs" +Cohesion: 0.09 +Nodes (32): projectedNodeTextPx(), checks, collectArrows(), collectCompositionFrames(), collectDesktopReadability(), collectLegendBoxes(), collectLegendCollisions(), collectRelationshipCrossings() (+24 more) -### Community 213 - "model_versions" -Cohesion: 0.33 -Nodes (6): runtime_fallback, runtime_primary, additionalProperties, required, type, model_versions +### Community 213 - "render-sequence.mjs" +Cohesion: 0.14 +Nodes (38): renderComponent(), renderNode(), renderState(), arrowClass, compositionFrames, __dirname, layout, LEGEND_CATALOG (+30 more) ### Community 214 - "3. Operational Execution Scenarios" Cohesion: 0.17 @@ -1056,9 +1251,9 @@ Nodes (6): Path, Subprocess-level integration tests for CLI consolidate.py verif Cohesion: 0.50 Nodes (4): clean_body_images(), Preserva imagens com URL absoluta http/https, remove relativas/data:/vazias e…, Valida descarte de data:, relativos e deduplicação mantendo a primeira…, test_clean_body_images_removes_invalid_and_deduplicates() -### Community 218 - "ecp" -Cohesion: 0.18 -Nodes (11): canonical_schema_reference, classifier_module, type, type, additionalProperties, properties, required, type (+3 more) +### Community 218 - "properties" +Cohesion: 0.12 +Nodes (16): canonical_schema_reference, classifier_module, type, type, description, minLength, type, additionalProperties (+8 more) ### Community 219 - "paths" Cohesion: 0.18 @@ -1078,11 +1273,11 @@ Nodes (11): type, null, string, properties, author_candidate_id, repairs, subtit ### Community 223 - "required" Cohesion: 0.20 -Nodes (10): anchor_text, candidate_id, order_index, parent_block_id, source, source_extractor, text, type (+2 more) +Nodes (10): anchor_text, candidate_id, order_index, parent_block_id, source, source_extractor, text, required (+2 more) ### Community 224 - "required" -Cohesion: 0.20 -Nodes (10): ecp, langfuse, limits, paths, pricing, prompts, roles, sqlite (+2 more) +Cohesion: 0.12 +Nodes (16): ecp, langfuse, limits, paths, pricing, prompts, roles, sqlite (+8 more) ### Community 225 - "kept_block_ids" Cohesion: 0.20 @@ -1117,8 +1312,8 @@ Cohesion: 0.22 Nodes (8): additionalProperties, $id, selected_extractor, required, $schema, title, type, x-contract-version ### Community 233 - "properties" -Cohesion: 0.22 -Nodes (9): items, type, type, items, type, properties, block_candidates, language (+1 more) +Cohesion: 0.33 +Nodes (6): type, items, type, properties, language, link_candidates ### Community 234 - "enum" Cohesion: 0.28 @@ -1169,8 +1364,8 @@ Cohesion: 0.29 Nodes (7): completed_text, failed_processing, failed_validation, rejected_ecp, enum, type, final_status ### Community 246 - "required" -Cohesion: 0.25 -Nodes (8): confidence, evidences, additionalProperties, required, type, category, rationale, ecp_classification +Cohesion: 0.40 +Nodes (5): confidence, evidences, required, category, rationale ### Community 247 - "enum" Cohesion: 0.29 @@ -1288,9 +1483,9 @@ Nodes (4): aggregate_evaluation_results(), Any, Evaluation runner and metric agg Cohesion: 0.33 Nodes (5): additionalProperties, $id, $schema, title, type -### Community 276 - "prompt_versions" -Cohesion: 0.33 -Nodes (6): article_content_hygiene, article_sentiment_tags, additionalProperties, required, type, prompt_versions +### Community 276 - "cli.mjs" +Cohesion: 0.08 +Nodes (33): loadDiagram(), loadDiagramWithBrandMarks(), outputPathGuards, RELATIONSHIP_COLLECTIONS, SEMANTIC_COLLECTIONS, START_TYPES, validateGuidedViews(), validateRelationshipIds() (+25 more) ### Community 277 - "12. Preparação determinística" Cohesion: 0.50 @@ -1360,6 +1555,18 @@ Nodes (4): type, removal_reasons, additionalProperties, type Cohesion: 0.50 Nodes (4): items, type, uniqueItems, kept_image_ids +### Community 294 - "generated-validators.mjs" +Cohesion: 0.07 +Nodes (37): architecture, dataflow, func3(), lifecycle, pattern13, pattern14, pattern16, pattern4 (+29 more) + +### Community 295 - "properties" +Cohesion: 0.05 +Nodes (37): $ref, type, type, $ref, maximum, minimum, type, $ref (+29 more) + +### Community 297 - "properties" +Cohesion: 0.06 +Nodes (36): $ref, type, type, $ref, $ref, properties, $ref, type (+28 more) + ### Community 298 - "Release Quality Summary Report" Cohesion: 0.50 Nodes (3): 1. Compliance Matrix: 11 Critical Invariants, 2. Test Execution & Coverage, Release Quality Summary Report @@ -1428,6 +1635,10 @@ Nodes (3): fixture, Fixture que fornece o conteúdo do XML de exemplo para teste Cohesion: 0.40 Nodes (5): 2. 📰 Extrator de Manchetes do Google News, Argumentos e Flags de Linha de Comando, Diferenciais Técnicos, Exemplos Práticos de Uso, O que é e Como Funciona +### Community 330 - "properties" +Cohesion: 0.06 +Nodes (34): $ref, type, type, type, $ref, $ref, properties, $ref (+26 more) + ### Community 331 - "⚙️ Instalação e Setup" Cohesion: 0.50 Nodes (4): 1. Clonar o Repositório e Criar Ambiente Virtual, 2. Instalar Dependências, 3. Baixar Binários do Navegador Stealth (Camoufox), ⚙️ Instalação e Setup @@ -1436,25 +1647,741 @@ Nodes (4): 1. Clonar o Repositório e Criar Ambiente Virtual, 2. Instalar Depend Cohesion: 0.50 Nodes (4): 3. 📄 Extrator e Parser Multimotor de Artigos, Argumentos e Flags CLI, Exemplos de Uso, Visão Geral e Tríplice Extração +### Community 333 - "render-workflow.mjs" +Cohesion: 0.10 +Nodes (31): renderLegend(), renderLegend(), renderLegend(), resolveLegend(), automaticOneBendSides(), __dirname, edgeSteps, gapYBetween() (+23 more) + +### Community 334 - "properties" +Cohesion: 0.06 +Nodes (31): $ref, $ref, $ref, properties, $ref, type, type, minimum (+23 more) + +### Community 335 - "scripts" +Cohesion: 0.07 +Nodes (28): bin, archify, description, devDependencies, ajv, simple-icons, engines, node (+20 more) + +### Community 336 - "render-dataflow.mjs" +Cohesion: 0.12 +Nodes (28): connectionEndpointSide(), connectionSides(), automaticPorts, compositionFrames, __dirname, flowSides(), layout, LEGEND_CATALOG (+20 more) + +### Community 337 - "startPreview" +Cohesion: 0.16 +Nodes (27): cliPath, compactMessage(), diagramTypes, here, initialAuthoredOutput(), parseReceipt(), previewPage(), redactDiagnostic() (+19 more) + +### Community 338 - "required" +Cohesion: 0.10 +Nodes (26): items, type, items, type, additionalProperties, required, type, col (+18 more) + +### Community 339 - "layout-rules.test.mjs" +Cohesion: 0.09 +Nodes (13): assertRelationshipsAvoidAllNodeBorders(), assertWorkflowEdgesAvoidAllNodeBorders(), axisOverlapLength(), CASES, __dirname, EXAMPLES, SHRINK_CASES, skillRoot (+5 more) + +### Community 340 - "visual-check.mjs" +Cohesion: 0.17 +Nodes (20): baseReceipt(), CAPTURE_VIEWPORTS, CHROME_NO_SANDBOX_ENV, cleanupCaptureSidecars(), contactSheetHtml(), evaluate(), executable(), EXIT (+12 more) + +### Community 341 - "scenarios.mjs" +Cohesion: 0.16 +Nodes (15): detectGuideLanguage(), formatScenarioList(), listScenarioRecipes(), localized(), normalized(), publicGuideData(), RAW_RECIPES, recommendScenario() (+7 more) + +### Community 342 - "Authoring contract" +Cohesion: 0.11 +Nodes (18): Architecture, Authoring contract, Dataflow, Engineering profile default, Executable geometry rules, Hand-placed fallback, Language consistency, Legend contract (+10 more) + +### Community 343 - "required" +Cohesion: 0.14 +Nodes (19): items, type, items, items, type, additionalProperties, required, type (+11 more) + +### Community 344 - "properties" +Cohesion: 0.11 +Nodes (19): minimum, type, minimum, type, maximum, minimum, type, minimum (+11 more) + +### Community 345 - "properties" +Cohesion: 0.11 +Nodes (19): $ref, $ref, type, $ref, properties, minLength, type, type (+11 more) + +### Community 346 - "golden.mjs" +Cohesion: 0.12 +Nodes (15): check(), __dirname, expectFailure(), GOLDEN, landingPage, landingVersions, lock, pkg (+7 more) + +### Community 347 - "output-path.mjs" +Cohesion: 0.23 +Nodes (16): canonicalFuturePath(), canonicalize(), directoryIdentityKey(), directorySemanticsCache, futurePathsAlias(), hasFileIdentity(), nearestExistingDirectory(), OutputPathError (+8 more) + +### Community 348 - "properties" +Cohesion: 0.12 +Nodes (17): enum, enum, none, trace, properties, type, animation, engineering_profile (+9 more) + +### Community 349 - "enum" +Cohesion: 0.12 +Nodes (17): CONTEXTUAL_INHERENT, DIRECT_INHERENT, NOT_RELATED, TANGENTIAL, enum, type, maximum, minimum (+9 more) + +### Community 350 - "adaptive-reader-layout.test.mjs" +Cohesion: 0.19 +Nodes (13): DESKTOP_READABILITY_VIEWPORT, DESKTOP_READER_DIAGRAM_WIDTH, DESKTOP_READER_HORIZONTAL_CHROME, DESKTOP_READER_MIN_WIDTH, MIN_PROJECTED_NODE_TEXT_PX, minimumReadableSourceTextPx(), __dirname, reader (+5 more) + +### Community 351 - "required" +Cohesion: 0.15 +Nodes (16): items, guidedViews, items, maxItems, type, additionalProperties, items, required (+8 more) + +### Community 352 - "required" +Cohesion: 0.16 +Nodes (16): items, additionalProperties, required, type, from, id, label, to (+8 more) + +### Community 353 - "legend-contract.test.mjs" +Cohesion: 0.17 +Nodes (15): attrValues(), AUTO_KINDS, canonicalSvg(), CATALOGS, cli, clone(), __dirname, FIXTURES (+7 more) + +### Community 354 - "visual-check.test.mjs" +Cohesion: 0.15 +Nodes (7): ChromeVisualBrowser, chromeVisualBrowserArgs(), VISUAL_CHECK_VIEWPORTS, __dirname, png, skillRoot, tmp + +### Community 355 - "engineering-profiles.mjs" +Cohesion: 0.18 +Nodes (11): DEPLOYMENT_BOUNDARY_KINDS, deploymentOwnershipDiagnostics(), membership(), PRIVATE_STATE_TYPES, subject(), validateEngineeringProfile(), cli, __dirname (+3 more) + +### Community 356 - "required" +Cohesion: 0.17 +Nodes (15): additionalProperties, required, type, col, from, id, label, lane (+7 more) + +### Community 357 - "properties" +Cohesion: 0.14 +Nodes (14): $ref, const, maxItems, minItems, type, properties, cards, diagram_type (+6 more) + +### Community 358 - "generate-brand-marks.mjs" +Cohesion: 0.18 +Nodes (13): catalog, catalogPath, domains, fail(), generated, here, ids, lookupForms() (+5 more) + +### Community 359 - "repository" +Cohesion: 0.15 +Nodes (13): url, repository, revision, url, additionalProperties, properties, required, type (+5 more) + +### Community 360 - "$defs" +Cohesion: 0.15 +Nodes (12): oneOf, type, $defs, brandMark, cards, componentType, id, $id (+4 more) + +### Community 361 - "enum" +Cohesion: 0.15 +Nodes (13): enum, variant, dashed, default, emphasis, external, security, enum (+5 more) + +### Community 362 - "dataflow.schema.json" +Cohesion: 0.15 +Nodes (12): additionalProperties, $id, diagram_type, meta, nodes, schema_version, required, $schema (+4 more) + +### Community 363 - "properties" +Cohesion: 0.15 +Nodes (13): $ref, const, type, properties, cards, diagram_type, flows, schema_version (+5 more) + +### Community 364 - "lifecycle.schema.json" +Cohesion: 0.15 +Nodes (12): additionalProperties, $id, diagram_type, lanes, meta, schema_version, required, $schema (+4 more) + +### Community 365 - "workflow.schema.json" +Cohesion: 0.15 +Nodes (12): additionalProperties, $defs, side, $id, bottom, left, right, top (+4 more) + +### Community 366 - "entries" +Cohesion: 0.17 +Nodes (12): additionalProperties, properties, type, additionalProperties, properties, type, enum, $ref (+4 more) + +### Community 367 - "sequence.schema.json" +Cohesion: 0.17 +Nodes (11): additionalProperties, $id, diagram_type, meta, schema_version, required, $schema, title (+3 more) + +### Community 368 - "items" +Cohesion: 0.21 +Nodes (12): items, additionalProperties, type, items, minItems, type, items, minItems (+4 more) + +### Community 369 - "semantic-radar.test.mjs" +Cohesion: 0.21 +Nodes (8): CASES, __dirname, dragMouse(), evaluate(), loadArtifact(), radarRects(), skillRoot, tmp + +### Community 370 - "architecture.schema.json" +Cohesion: 0.18 +Nodes (10): additionalProperties, $id, diagram_type, meta, schema_version, required, $schema, title (+2 more) + +### Community 371 - "legendEntry" +Cohesion: 0.18 +Nodes (11): legendEntry, maxLength, minLength, type, additionalProperties, minProperties, properties, type (+3 more) + +### Community 372 - "properties" +Cohesion: 0.18 +Nodes (11): type, $ref, const, properties, activations, cards, diagram_type, schema_version (+3 more) + +### Community 373 - "degraded.test.mjs" +Cohesion: 0.20 +Nodes (8): ARRAY_FIELDS, assertFriendlyFailure(), __dirname, EXAMPLES, installedRoot, render(), skillRoot, tmp + +### Community 374 - "viewer-chrome-layout.test.mjs" +Cohesion: 0.25 +Nodes (8): CASES, __dirname, evaluate(), finalGeometry(), load(), skillRoot, tmp, waitForLayout() + +### Community 375 - "Viewer Runtime reference" +Cohesion: 0.20 +Nodes (9): Canonical exports, Exploration, Guided views and story, Motion and presentation, Reach Share Card, Route Share Card, Share Card, Truth boundary (+1 more) + +### Community 376 - "repository-evidence.mjs" +Cohesion: 0.47 +Nodes (9): evidenceFailure(), githubSlug(), gitValue(), hasRepositoryEvidence(), runGit(), sourceHref(), sourceLineCount(), verifiedSourcePath() (+1 more) + +### Community 377 - "properties" +Cohesion: 0.20 +Nodes (10): $ref, minItems, type, const, properties, cards, components, diagram_type (+2 more) + +### Community 378 - "properties" +Cohesion: 0.20 +Nodes (10): $ref, properties, maxLength, type, dot, id, note, title (+2 more) + +### Community 379 - "enum" +Cohesion: 0.20 +Nodes (10): external, neutral, type, enum, active, decision, failure, start (+2 more) + +### Community 380 - "entries" +Cohesion: 0.20 +Nodes (10): additionalProperties, properties, type, additionalProperties, properties, type, $ref, entries (+2 more) + +### Community 381 - "properties" +Cohesion: 0.20 +Nodes (10): properties, type, output, subtitle, title, views, type, minLength (+2 more) + +### Community 382 - "properties" +Cohesion: 0.20 +Nodes (10): $ref, const, minItems, type, properties, cards, diagram_type, lanes (+2 more) + +### Community 383 - "Archify" +Cohesion: 0.20 +Nodes (9): Archify, Authoring invariants, Delivery, Fast authoring path, Mermaid input, Optional viewer capabilities, Output, Setup and fallback (+1 more) + +### Community 384 - "ordinary-model-floor.test.mjs" +Cohesion: 0.20 +Nodes (5): benchmark, here, repoRoot, skillRoot, tmp + +### Community 385 - "output-path.test.mjs" +Cohesion: 0.20 +Nodes (6): baseFixture, cli, headFixture, here, skillRoot, workflowFixture + +### Community 386 - "preview-contract.test.mjs" +Cohesion: 0.20 +Nodes (9): chinese, delivery, english, here, readme, repoRoot, roadmap, skill (+1 more) + +### Community 387 - "real-repository-proof.test.mjs" +Cohesion: 0.20 +Nodes (7): artifactPath, cli, __dirname, repoRoot, shareCardPath, skillRoot, sourcePath + +### Community 388 - "v1-compatibility.test.mjs" +Cohesion: 0.20 +Nodes (4): __dirname, OFFICIAL_V1_EXAMPLES, skillRoot, tmp + +### Community 389 - "enum" +Cohesion: 0.22 +Nodes (9): auto, bottom-channel, drop, straight, top-channel, route, enum, left-channel (+1 more) + +### Community 390 - "Archify JSON IR Schemas" +Cohesion: 0.22 +Nodes (8): Archify JSON IR Schemas, Error format, Files, Legend presentation contract, Runtime validation, schema_version policy, Shared definitions (common.schema.json), Visual quality and engineering truth + +### Community 391 - "enum" +Cohesion: 0.22 +Nodes (9): auto, bottom-channel, drop, straight, route, enum, outside-right, return-left (+1 more) + +### Community 392 - "enum" +Cohesion: 0.22 +Nodes (9): dashed, default, emphasis, security, variant, enum, $ref, exception (+1 more) + +### Community 393 - "generate-validators.mjs" +Cohesion: 0.22 +Nodes (8): ajv, diagramTypes, __dirname, output, root, schemaIds, schemasDir, validatorCode + +### Community 394 - "authored-reachability.test.mjs" +Cohesion: 0.22 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 395 - "chapter-delta-preview.test.mjs" +Cohesion: 0.22 +Nodes (5): CASES, __dirname, PROOF_CASES, skillRoot, tmp + +### Community 396 - "cli.test.mjs" +Cohesion: 0.22 +Nodes (4): cli, __dirname, skillRoot, tmp + +### Community 397 - "readme-showcase.test.mjs" +Cohesion: 0.25 +Nodes (7): assetPath, __dirname, inspectGif(), receiptPath, repoRoot, skillRoot, skipSubBlocks() + +### Community 398 - "repository-evidence.test.mjs" +Cohesion: 0.25 +Nodes (5): cli, fixture(), git(), here, skillRoot + +### Community 399 - "run_smoke_test" +Cohesion: 0.31 +Nodes (7): main(), Any, Path, Smoke test execution CLI., run_smoke_test(), Unit tests for smoke test execution., test_smoke_test_execution_valid() + +### Community 400 - "open-artifact.mjs" +Cohesion: 0.39 +Nodes (5): launchTarget(), openArtifact(), OPENERS, openLoopbackUrl(), target + +### Community 401 - "Delivery contract" +Cohesion: 0.25 +Nodes (7): Automated visual evidence, Delivery contract, Handoff receipt, Last-Good Live Preview, Optional opening, Perceptual delivery gate, Validate and deliver + +### Community 402 - "enum" +Cohesion: 0.36 +Nodes (8): enum, bottom, left, right, top, fromSide, toSide, enum + +### Community 403 - "wraps" +Cohesion: 0.25 +Nodes (8): $ref, via, wraps, items, type, items, minItems, type + +### Community 404 - "enum" +Cohesion: 0.25 +Nodes (8): enum, amber, cyan, emerald, orange, rose, slate, violet + +### Community 405 - "enum" +Cohesion: 0.36 +Nodes (8): enum, bottom, left, right, top, fromSide, toSide, enum + +### Community 406 - "enum" +Cohesion: 0.36 +Nodes (8): enum, bottom, left, right, top, fromSide, toSide, enum + +### Community 407 - "required" +Cohesion: 0.25 +Nodes (8): required, from, id, label, to, type, participant, y + +### Community 408 - "mainPath" +Cohesion: 0.25 +Nodes (8): $ref, items, minItems, type, mainPath, via, items, type + +### Community 409 - "animation.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, NODE_COLLECTION, skillRoot, tmp + +### Community 410 - "guided-views.test.mjs" +Cohesion: 0.25 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 411 - "landing.test.mjs" +Cohesion: 0.25 +Nodes (7): __dirname, docsRoot, landing, manifest, proofs, repoRoot, skillRoot + +### Community 412 - "preset-tryon.test.mjs" +Cohesion: 0.25 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 413 - "reach-share-card.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, repoRoot, skillRoot, tmp + +### Community 414 - "relationship-direct-explorer.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 415 - "relationship-lens.test.mjs" +Cohesion: 0.25 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 416 - "relationship-permalink.test.mjs" +Cohesion: 0.25 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 417 - "release-identity.test.mjs" +Cohesion: 0.32 +Nodes (6): checker, here, repoRoot, writeFile(), writeValidDevelopmentFixture(), writeValidStableFixture() + +### Community 418 - "repair-receipt.test.mjs" +Cohesion: 0.25 +Nodes (4): cli, here, skillRoot, tmp + +### Community 419 - "route-journey.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 420 - "route-share-card.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, repoRoot, skillRoot, tmp + +### Community 421 - "semantic-legend-gateway.test.mjs" +Cohesion: 0.25 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 422 - "sequence-column-fit.test.mjs" +Cohesion: 0.32 +Nodes (6): __dirname, labelledSequence(), render(), renderOutcome(), skillRoot, wideSequence() + +### Community 423 - "share-card-export.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, here, repoRoot, skillRoot, tmp + +### Community 424 - "story-carrier.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 425 - "story-director-strip.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 426 - "story-follow-camera.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 427 - "story-moment-link.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 428 - "story-shelf.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 429 - "properties" +Cohesion: 0.32 +Nodes (8): properties, properties, type, type, hash, path, version, type + +### Community 431 - "Sequence Renderer" +Cohesion: 0.29 +Nodes (6): Column fit, Design Rules, Input, Layout budget, Legend, Sequence Renderer + +### Community 432 - "enum" +Cohesion: 0.29 +Nodes (7): auto, bottom-channel, straight, top-channel, route, enum, vertical-channel + +### Community 433 - "enum" +Cohesion: 0.29 +Nodes (7): dashed, default, emphasis, return, security, variant, enum + +### Community 434 - "required" +Cohesion: 0.29 +Nodes (7): diagram_type, lanes, meta, nodes, schema_version, required, edges + +### Community 435 - "enum" +Cohesion: 0.29 +Nodes (7): return, role, enum, async, branch, error, main + +### Community 436 - "chapter-handoff.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 437 - "chapter-rail.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 438 - "diagram-guide.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 439 - "finder.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 440 - "intent-trace.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 441 - "motion-governor.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 442 - "presentation.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 443 - "preview.test.mjs" +Cohesion: 0.33 +Nodes (4): here, skillRoot, stateAt(), waitForState() + +### Community 444 - "relationship-pulse.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 445 - "route-probe.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 446 - "semantic-camera.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 447 - "semantic-flow.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 448 - "semantic-lens.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 449 - "semantic-passport.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 450 - "semantic-zoom.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 451 - "story-beat-navigator.test.mjs" +Cohesion: 0.29 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 452 - "story-horizon.test.mjs" +Cohesion: 0.29 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 453 - "tags" +Cohesion: 0.29 +Nodes (7): minLength, tags, items, maxItems, minItems, type, uniqueItems + +### Community 454 - "test_benchmark_24.py" +Cohesion: 0.29 +Nodes (5): classifier(), fixture, parametrize, Controlled 24-case benchmark suite for Multilingual NLP Entity Inherence…, test_benchmark_case() + +### Community 455 - "Data Flow Renderer" +Cohesion: 0.33 +Nodes (5): Data Flow Renderer, Design Rules, Input, Layout budget, Legend + +### Community 456 - "Lifecycle Renderer" +Cohesion: 0.33 +Nodes (5): Design Rules, Input, Layout budget, Legend, Lifecycle Renderer + +### Community 457 - "Workflow Renderer" +Cohesion: 0.33 +Nodes (5): Design Rules, Input, Layout budget, Legend, Workflow Renderer + +### Community 458 - "enum" +Cohesion: 0.33 +Nodes (6): auto, straight, route, enum, orthogonal-h, orthogonal-v + +### Community 459 - "enum" +Cohesion: 0.33 +Nodes (6): blueprint, classic, editorial, signal-flow, visual_preset, enum + +### Community 460 - "size" +Cohesion: 0.33 +Nodes (6): size, items, maxItems, minItems, prefixItems, type + +### Community 461 - "viewBox" +Cohesion: 0.33 +Nodes (6): viewBox, items, maxItems, minItems, prefixItems, type + +### Community 462 - "point" +Cohesion: 0.33 +Nodes (6): point, items, maxItems, minItems, prefixItems, type + +### Community 463 - "enum" +Cohesion: 0.33 +Nodes (6): blueprint, classic, editorial, signal-flow, visual_preset, enum + +### Community 464 - "viewBox" +Cohesion: 0.33 +Nodes (6): viewBox, items, maxItems, minItems, prefixItems, type + +### Community 466 - "render-output-checks.test.mjs" +Cohesion: 0.33 +Nodes (4): checker, __dirname, skillRoot, tmp + +### Community 467 - "skill-metadata.test.mjs" +Cohesion: 0.33 +Nodes (5): authoringContract, frontmatter, here, skill, skillRoot + +### Community 468 - "story-trail.test.mjs" +Cohesion: 0.33 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 469 - "prompts" +Cohesion: 0.33 +Nodes (6): article_content_hygiene, article_sentiment_tags, additionalProperties, required, type, prompts + +### Community 470 - "meta" +Cohesion: 0.40 +Nodes (5): title, additionalProperties, required, type, meta + +### Community 471 - "layout" +Cohesion: 0.40 +Nodes (5): additionalProperties, required, type, layout, mode + +### Community 472 - "enum" +Cohesion: 0.40 +Nodes (5): legendMode, auto, enum, all, hidden + +### Community 473 - "focus" +Cohesion: 0.40 +Nodes (5): items, minItems, type, $ref, focus + +### Community 474 - "enum" +Cohesion: 0.40 +Nodes (5): description, enum, column_fit, fixed, spread + +### Community 475 - "meta" +Cohesion: 0.40 +Nodes (5): title, additionalProperties, required, type, meta + +### Community 476 - "render-examples.mjs" +Cohesion: 0.40 +Nodes (4): __dirname, outputRoot, skillRoot, TARGETS + +### Community 477 - "authoring-safety-contract.test.mjs" +Cohesion: 0.40 +Nodes (4): authoringContract, __dirname, skill, skillRoot + +### Community 478 - "base-input-compatibility.test.mjs" +Cohesion: 0.40 +Nodes (3): here, skillRoot, tmp + +### Community 480 - "validate_certified_cheap_model" +Cohesion: 0.50 +Nodes (4): Asserts that a model is in the certified cheap models whitelist., validate_certified_cheap_model(), Quality gate asserting zero expensive/powerful models in runtime roles or…, test_runtime_config_strictly_cheap_models() + +### Community 481 - "enum" +Cohesion: 0.50 +Nodes (4): showcase, standard, quality_profile, enum + +### Community 482 - "enum" +Cohesion: 0.50 +Nodes (4): enum, kind, region, security-group + +### Community 483 - "sources" +Cohesion: 0.50 +Nodes (4): sources, maxItems, minItems, type + +### Community 484 - "via" +Cohesion: 0.50 +Nodes (4): $ref, via, items, type + +### Community 485 - "col" +Cohesion: 0.50 +Nodes (4): maximum, minimum, type, col + +### Community 486 - "via" +Cohesion: 0.50 +Nodes (4): $ref, via, items, type + +### Community 487 - "enum" +Cohesion: 0.50 +Nodes (4): enum, none, trace, animation + +### Community 488 - "enum" +Cohesion: 0.50 +Nodes (4): showcase, standard, quality_profile, enum + +### Community 489 - "bias" +Cohesion: 0.50 +Nodes (4): maximum, minimum, type, bias + +### Community 490 - "col" +Cohesion: 0.50 +Nodes (4): maximum, minimum, type, col + +### Community 491 - "toCol" +Cohesion: 0.50 +Nodes (4): toCol, maximum, minimum, type + +### Community 493 - "cursor-onboarding.test.mjs" +Cohesion: 0.50 +Nodes (3): __dirname, repoRoot, skillRoot + +### Community 494 - "delivery-contract.test.mjs" +Cohesion: 0.50 +Nodes (3): delivery, here, skill + +### Community 495 - "guide-page.test.mjs" +Cohesion: 0.50 +Nodes (3): __dirname, repoRoot, skillRoot + +### Community 497 - "start-page.test.mjs" +Cohesion: 0.50 +Nodes (3): __dirname, repoRoot, skillRoot + +### Community 501 - "col" +Cohesion: 0.67 +Nodes (3): minimum, type, col + +### Community 502 - "label" +Cohesion: 0.67 +Nodes (3): minLength, type, label + +### Community 503 - "row" +Cohesion: 0.67 +Nodes (3): row, minimum, type + +### Community 504 - "width" +Cohesion: 0.67 +Nodes (3): width, minimum, type + +### Community 505 - "height" +Cohesion: 0.67 +Nodes (3): minimum, type, height + +### Community 506 - "label" +Cohesion: 0.67 +Nodes (3): minLength, type, label + +### Community 507 - "row" +Cohesion: 0.67 +Nodes (3): row, minimum, type + +### Community 508 - "stage" +Cohesion: 0.67 +Nodes (3): stage, minimum, type + +### Community 509 - "width" +Cohesion: 0.67 +Nodes (3): width, minimum, type + +### Community 510 - "cornerRadius" +Cohesion: 0.67 +Nodes (3): minimum, type, cornerRadius + +### Community 511 - "height" +Cohesion: 0.67 +Nodes (3): minimum, type, height + +### Community 512 - "label" +Cohesion: 0.67 +Nodes (3): minLength, type, label + +### Community 513 - "width" +Cohesion: 0.67 +Nodes (3): width, minimum, type + +### Community 514 - "to" +Cohesion: 0.67 +Nodes (3): to, $ref, type + +### Community 515 - "y" +Cohesion: 0.67 +Nodes (3): y, minimum, type + +### Community 516 - "height" +Cohesion: 0.67 +Nodes (3): minimum, type, height + +### Community 517 - "label" +Cohesion: 0.67 +Nodes (3): minLength, type, label + +### Community 518 - "labelSegment" +Cohesion: 0.67 +Nodes (3): minimum, type, labelSegment + +### Community 519 - "width" +Cohesion: 0.67 +Nodes (3): width, minimum, type + ## Knowledge Gaps -- **1525 isolated node(s):** `text-nlp-classifier`, `$schema`, `$id`, `x-contract-version`, `title` (+1520 more) +- **2653 isolated node(s):** `__dirname`, `skillRoot`, `TYPES`, `COMPOSITION_CHECKS`, `CHECK_FIXES` (+2648 more) These have ≤1 connection - possible missing edges or undocumented components. -- **56 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes. +- **68 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes. ## Suggested Questions _Questions this graph is uniquely positioned to answer:_ -- **Why does `InherenceClassifier` connect `ECPSnapshot` to `adapter.py`, `main`, `ClassificationResult`, `LLMFallbackAdapter`, `classifier.py`, `test_models.py`?** - _High betweenness centrality (0.008) - this node is a cross-community bridge._ -- **Why does `ECPSnapshot` connect `ECPSnapshot` to `adapter.py`, `main`, `ClassificationResult`, `LLMFallbackAdapter`, `classifier.py`, `test_models.py`?** - _High betweenness centrality (0.007) - this node is a cross-community bridge._ -- **Why does `SQLiteStore` connect `SQLiteStore` to `ExecutionStateMachine`, `._get_connection`, `consolidate.py`?** - _High betweenness centrality (0.004) - this node is a cross-community bridge._ +- **Why does `properties` connect `properties` to `enum`, `row`, `sources`, `enum`, `size`, `enum`, `wraps`, `col`, `label`, `required`, `width`?** + _High betweenness centrality (0.002) - this node is a cross-community bridge._ +- **Why does `ECPSnapshot` connect `ECPSnapshot` to `adapter.py`, `test_benchmark_24.py`, `ClassificationResult`, `LLMFallbackAdapter`, `tools/models.py`, `test_models.py`, `classifier.py`?** + _High betweenness centrality (0.002) - this node is a cross-community bridge._ +- **Why does `properties` connect `properties` to `architecture.schema.json`, `layout`, `meta`, `required`?** + _High betweenness centrality (0.001) - this node is a cross-community bridge._ - **Are the 6 inferred relationships involving `InherenceClassifier` (e.g. with `ECPClassificationAdapter` and `LocalEmbeddingsAdapter`) actually correct?** _`InherenceClassifier` has 6 INFERRED edges - model-reasoned connections that need verification._ -- **Are the 2 inferred relationships involving `SQLiteStore` (e.g. with `ExecutionStateMachine` and `LangfuseRuntimeTracer`) actually correct?** - _`SQLiteStore` has 2 INFERRED edges - model-reasoned connections that need verification._ -- **What connects `text-nlp-classifier`, `$schema`, `$id` to the rest of the system?** - _1525 weakly-connected nodes found - possible documentation gaps or missing edges._ +- **What connects `__dirname`, `skillRoot`, `TYPES` to the rest of the system?** + _2653 weakly-connected nodes found - possible documentation gaps or missing edges._ - **Should `Task Planning` be split into smaller, more focused modules?** - _Cohesion score 0.07407407407407407 - nodes in this community are weakly interconnected._ \ No newline at end of file + _Cohesion score 0.07407407407407407 - nodes in this community are weakly interconnected._ +- **Should `Convergence Workflow` be split into smaller, more focused modules?** + _Cohesion score 0.125 - nodes in this community are weakly interconnected._ \ No newline at end of file diff --git a/graphify-out/2026-08-24/graph.json b/graphify-out/2026-08-24/graph.json index 60c8739..1a87aa1 100644 --- a/graphify-out/2026-08-24/graph.json +++ b/graphify-out/2026-08-24/graph.json @@ -3,19 +3,6 @@ "multigraph": false, "graph": {}, "nodes": [ - { - "id": "src_runtime_observability_langfuse_tracer_langfuseruntimetracer", - "label": "LangfuseRuntimeTracer", - "_callable": true, - "_callable_class": true, - "_origin": "ast", - "community": 100, - "community_name": "SQLiteStore", - "file_type": "code", - "norm_label": "langfuseruntimetracer", - "source_file": "src/runtime/observability/langfuse_tracer.py", - "source_location": "L29" - }, { "id": "src_runtime_storage_sqlite_store_sqlitestore", "label": "SQLiteStore", @@ -29,32 +16,6 @@ "source_file": "src/runtime/storage/sqlite_store.py", "source_location": "L11" }, - { - "id": "src_tools_models_classificationerror", - "label": "ClassificationError", - "_callable": true, - "_callable_class": true, - "_origin": "ast", - "community": 101, - "community_name": "main", - "file_type": "code", - "norm_label": "classificationerror", - "source_file": "src/tools/models.py", - "source_location": "L155" - }, - { - "id": "src_tools_models_errorcode", - "label": "ErrorCode", - "_callable": true, - "_callable_class": true, - "_origin": "ast", - "community": 101, - "community_name": "main", - "file_type": "code", - "norm_label": "errorcode", - "source_file": "src/tools/models.py", - "source_location": "L18" - }, { "id": "scripts_select_article_extractor_articleselectionresult", "label": "ArticleSelectionResult", @@ -121,17 +82,30 @@ "source_location": "L33" }, { - "id": "src_runtime_core_state_machine_executionstatus", - "label": "ExecutionStatus", + "id": "agents_skills_archify_delta_architecture_delta_architecturedeltaerror", + "label": "ArchitectureDeltaError", "_callable": true, "_callable_class": true, "_origin": "ast", - "community": 159, - "community_name": "consolidate.py", + "community": 148, + "community_name": "architecture-delta.mjs", "file_type": "code", - "norm_label": "executionstatus", - "source_file": "src/runtime/core/state_machine.py", - "source_location": "L11" + "norm_label": "architecturedeltaerror", + "source_file": ".agents/skills/archify/delta/architecture-delta.mjs", + "source_location": "L4" + }, + { + "id": "src_tools_models_classificationerror", + "label": "ClassificationError", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 152, + "community_name": "test_models.py", + "file_type": "code", + "norm_label": "classificationerror", + "source_file": "src/tools/models.py", + "source_location": "L155" }, { "id": "src_runtime_ecp_adapter_ecpclassificationadapter", @@ -276,6 +250,19 @@ "source_file": "src/runtime/core/state_machine.py", "source_location": "L73" }, + { + "id": "src_runtime_core_state_machine_executionstatus", + "label": "ExecutionStatus", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 171, + "community_name": "ExecutionStateMachine", + "file_type": "code", + "norm_label": "executionstatus", + "source_file": "src/runtime/core/state_machine.py", + "source_location": "L11" + }, { "id": "src_runtime_core_state_machine_invalidstatetransitionerror", "label": "InvalidStateTransitionError", @@ -302,6 +289,45 @@ "source_file": "tests/scripts/check_zero_regex.py", "source_location": "L51" }, + { + "id": "agents_skills_archify_renderers_shared_output_path_outputpatherror", + "label": "OutputPathError", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 347, + "community_name": "output-path.mjs", + "file_type": "code", + "norm_label": "outputpatherror", + "source_file": ".agents/skills/archify/renderers/shared/output-path.mjs", + "source_location": "L236" + }, + { + "id": "agents_skills_archify_bin_visual_check_chromevisualbrowser", + "label": "ChromeVisualBrowser", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 354, + "community_name": "visual-check.test.mjs", + "file_type": "code", + "norm_label": "chromevisualbrowser", + "source_file": ".agents/skills/archify/bin/visual-check.mjs", + "source_location": "L289" + }, + { + "id": "agents_skills_archify_bin_visual_check_pipecdp", + "label": "PipeCdp", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 430, + "community_name": "PipeCdp", + "file_type": "code", + "norm_label": "pipecdp", + "source_file": ".agents/skills/archify/bin/visual-check.mjs", + "source_location": "L138" + }, { "id": "src_tools_adapters_base_basenlpadapter", "label": "BaseNLPAdapter", @@ -387,12 +413,25 @@ "_callable_class": true, "_origin": "ast", "community": 48, - "community_name": "classifier.py", + "community_name": "tools/models.py", "file_type": "code", "norm_label": "decisioncategory", "source_file": "src/tools/models.py", "source_location": "L11" }, + { + "id": "src_tools_models_errorcode", + "label": "ErrorCode", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 48, + "community_name": "tools/models.py", + "file_type": "code", + "norm_label": "errorcode", + "source_file": "src/tools/models.py", + "source_location": "L18" + }, { "id": "src_tools_models_matchedgraphentity", "label": "MatchedGraphEntity", @@ -400,7 +439,7 @@ "_callable_class": true, "_origin": "ast", "community": 48, - "community_name": "classifier.py", + "community_name": "tools/models.py", "file_type": "code", "norm_label": "matchedgraphentity", "source_file": "src/tools/models.py", @@ -413,12 +452,38 @@ "_callable_class": true, "_origin": "ast", "community": 48, - "community_name": "classifier.py", + "community_name": "tools/models.py", "file_type": "code", "norm_label": "relatedentity", "source_file": "src/tools/models.py", "source_location": "L27" }, + { + "id": "tests_runtime_fault_injection_test_gateway_faults_faultymockadapter", + "label": "FaultyMockAdapter", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 498, + "community_name": "FaultyMockAdapter", + "file_type": "code", + "norm_label": "faultymockadapter", + "source_file": "tests/runtime/fault_injection/test_gateway_faults.py", + "source_location": "L22" + }, + { + "id": "tests_runtime_unit_test_model_gateway_mockprovideradapter", + "label": "MockProviderAdapter", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 499, + "community_name": "MockProviderAdapter", + "file_type": "code", + "norm_label": "mockprovideradapter", + "source_file": "tests/runtime/unit/test_model_gateway.py", + "source_location": "L20" + }, { "id": "scripts_extract_article_contents_articlecrawler", "label": "ArticleCrawler", @@ -595,7 +660,7 @@ "_callable_class": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "modelroleconfig", "source_file": "src/runtime/core/config.py", @@ -608,7 +673,7 @@ "_callable_class": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "runtimeconfig", "source_file": "src/runtime/core/config.py", @@ -621,7 +686,7 @@ "_callable_class": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "runtimelimits", "source_file": "src/runtime/core/config.py", @@ -634,7 +699,7 @@ "_callable_class": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "runtimeobservabilityconfig", "source_file": "src/runtime/core/config.py", @@ -647,7 +712,7 @@ "_callable_class": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "runtimepricing", "source_file": "src/runtime/core/config.py", @@ -660,7 +725,7 @@ "_callable_class": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "runtimestoragepaths", "source_file": "src/runtime/core/config.py", @@ -673,7 +738,7 @@ "_callable_class": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "deepseekadapter", "source_file": "src/runtime/gateway/adapters.py", @@ -686,7 +751,7 @@ "_callable_class": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "groqadapter", "source_file": "src/runtime/gateway/adapters.py", @@ -699,7 +764,7 @@ "_callable_class": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "openaiadapter", "source_file": "src/runtime/gateway/adapters.py", @@ -712,7 +777,7 @@ "_callable_class": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "provideradapter", "source_file": "src/runtime/gateway/adapters.py", @@ -725,7 +790,7 @@ "_callable_class": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "gatewayresponse", "source_file": "src/runtime/gateway/client.py", @@ -738,37 +803,24 @@ "_callable_class": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "modelgatewayclient", "source_file": "src/runtime/gateway/client.py", "source_location": "L41" }, { - "id": "tests_runtime_fault_injection_test_gateway_faults_faultymockadapter", - "label": "FaultyMockAdapter", + "id": "src_runtime_observability_langfuse_tracer_langfuseruntimetracer", + "label": "LangfuseRuntimeTracer", "_callable": true, "_callable_class": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", - "norm_label": "faultymockadapter", - "source_file": "tests/runtime/fault_injection/test_gateway_faults.py", - "source_location": "L22" - }, - { - "id": "tests_runtime_unit_test_model_gateway_mockprovideradapter", - "label": "MockProviderAdapter", - "_callable": true, - "_callable_class": true, - "_origin": "ast", - "community": 99, - "community_name": "ModelGatewayClient", - "file_type": "code", - "norm_label": "mockprovideradapter", - "source_file": "tests/runtime/unit/test_model_gateway.py", - "source_location": "L20" + "norm_label": "langfuseruntimetracer", + "source_file": "src/runtime/observability/langfuse_tracer.py", + "source_location": "L29" }, { "id": "src_runtime_cli_reconcile_main", @@ -819,19 +871,67 @@ "source_location": "L38" }, { - "id": "src_runtime_core_config_load_runtime_config", - "label": "load_runtime_config()", + "id": "src_runtime_storage_sqlite_store_sqlitestore_backup_db", + "label": ".backup_db()", "_callable": true, "_origin": "ast", "community": 100, "community_name": "SQLiteStore", "file_type": "code", - "norm_label": "load_runtime_config()", - "source_file": "src/runtime/core/config.py", - "source_location": "L154" + "norm_label": ".backup_db()", + "source_file": "src/runtime/storage/sqlite_store.py", + "source_location": "L213" }, { - "id": "src_runtime_observability_langfuse_tracer_langfuseruntimetracer_init", + "id": "src_runtime_storage_sqlite_store_sqlitestore_claim_or_get_execution", + "label": ".claim_or_get_execution()", + "_callable": true, + "_origin": "ast", + "community": 100, + "community_name": "SQLiteStore", + "file_type": "code", + "norm_label": ".claim_or_get_execution()", + "source_file": "src/runtime/storage/sqlite_store.py", + "source_location": "L73" + }, + { + "id": "src_runtime_storage_sqlite_store_sqlitestore_get_connection", + "label": "._get_connection()", + "_callable": true, + "_origin": "ast", + "community": 100, + "community_name": "SQLiteStore", + "file_type": "code", + "norm_label": "._get_connection()", + "source_file": "src/runtime/storage/sqlite_store.py", + "source_location": "L18" + }, + { + "id": "src_runtime_storage_sqlite_store_sqlitestore_get_execution", + "label": ".get_execution()", + "_callable": true, + "_origin": "ast", + "community": 100, + "community_name": "SQLiteStore", + "file_type": "code", + "norm_label": ".get_execution()", + "source_file": "src/runtime/storage/sqlite_store.py", + "source_location": "L176" + }, + { + "id": "src_runtime_storage_sqlite_store_sqlitestore_get_unflushed_telemetry", + "label": ".get_unflushed_telemetry()", + "_callable": true, + "_origin": "ast", + "community": 100, + "community_name": "SQLiteStore", + "file_type": "code", + "norm_label": ".get_unflushed_telemetry()", + "source_file": "src/runtime/storage/sqlite_store.py", + "source_location": "L196" + }, + { + "id": "src_runtime_storage_sqlite_store_sqlitestore_init", "label": ".__init__()", "_callable": true, "_origin": "ast", @@ -839,32 +939,68 @@ "community_name": "SQLiteStore", "file_type": "code", "norm_label": ".__init__()", - "source_file": "src/runtime/observability/langfuse_tracer.py", - "source_location": "L30" + "source_file": "src/runtime/storage/sqlite_store.py", + "source_location": "L12" }, { - "id": "src_runtime_observability_langfuse_tracer_langfuseruntimetracer_init_client", - "label": "._init_client()", + "id": "src_runtime_storage_sqlite_store_sqlitestore_init_db", + "label": "._init_db()", "_callable": true, "_origin": "ast", "community": 100, "community_name": "SQLiteStore", "file_type": "code", - "norm_label": "._init_client()", - "source_file": "src/runtime/observability/langfuse_tracer.py", - "source_location": "L39" + "norm_label": "._init_db()", + "source_file": "src/runtime/storage/sqlite_store.py", + "source_location": "L26" }, { - "id": "src_runtime_observability_langfuse_tracer_langfuseruntimetracer_record_trace", - "label": ".record_trace()", + "id": "src_runtime_storage_sqlite_store_sqlitestore_mark_telemetry_flushed", + "label": ".mark_telemetry_flushed()", "_callable": true, "_origin": "ast", "community": 100, "community_name": "SQLiteStore", "file_type": "code", - "norm_label": ".record_trace()", - "source_file": "src/runtime/observability/langfuse_tracer.py", - "source_location": "L51" + "norm_label": ".mark_telemetry_flushed()", + "source_file": "src/runtime/storage/sqlite_store.py", + "source_location": "L205" + }, + { + "id": "src_runtime_storage_sqlite_store_sqlitestore_queue_telemetry", + "label": ".queue_telemetry()", + "_callable": true, + "_origin": "ast", + "community": 100, + "community_name": "SQLiteStore", + "file_type": "code", + "norm_label": ".queue_telemetry()", + "source_file": "src/runtime/storage/sqlite_store.py", + "source_location": "L183" + }, + { + "id": "src_runtime_storage_sqlite_store_sqlitestore_record_transition", + "label": ".record_transition()", + "_callable": true, + "_origin": "ast", + "community": 100, + "community_name": "SQLiteStore", + "file_type": "code", + "norm_label": ".record_transition()", + "source_file": "src/runtime/storage/sqlite_store.py", + "source_location": "L133" + }, + { + "id": "src_runtime_storage_sqlite_store_sqlitestore_restore_db", + "label": ".restore_db()", + "_callable": true, + "_origin": "ast", + "community": 100, + "community_name": "SQLiteStore", + "file_type": "code", + "norm_label": ".restore_db()", + "source_file": "src/runtime/storage/sqlite_store.py", + "source_location": "L221" }, { "id": "tests_runtime_integration_test_concurrency_claims_test_concurrent_claims_with_8_workers", @@ -890,18 +1026,6 @@ "source_file": "tests/runtime/integration/test_crash_reconciliation.py", "source_location": "L13" }, - { - "id": "tests_runtime_integration_test_operations_resilience_test_certified_model_rotation_resilience", - "label": "test_certified_model_rotation_resilience()", - "_callable": true, - "_origin": "ast", - "community": 100, - "community_name": "SQLiteStore", - "file_type": "code", - "norm_label": "test_certified_model_rotation_resilience()", - "source_file": "tests/runtime/integration/test_operations_resilience.py", - "source_location": "L6" - }, { "id": "tests_runtime_integration_test_telemetry_degradation_test_telemetry_degradation_and_flush", "label": "test_telemetry_degradation_and_flush()", @@ -914,18 +1038,6 @@ "source_file": "tests/runtime/integration/test_telemetry_degradation.py", "source_location": "L12" }, - { - "id": "tests_runtime_unit_test_langfuse_tracer_test_tracer_offline_queues_to_sqlite", - "label": "test_tracer_offline_queues_to_sqlite()", - "_callable": true, - "_origin": "ast", - "community": 100, - "community_name": "SQLiteStore", - "file_type": "code", - "norm_label": "test_tracer_offline_queues_to_sqlite()", - "source_file": "tests/runtime/unit/test_langfuse_tracer.py", - "source_location": "L10" - }, { "id": "tests_runtime_unit_test_sqlite_store_test_sqlite_claim_and_transitions", "label": "test_sqlite_claim_and_transitions()", @@ -950,18 +1062,6 @@ "source_file": "tests/runtime/unit/test_sqlite_store.py", "source_location": "L24" }, - { - "id": "classify_emit_error", - "label": "emit_error()", - "_callable": true, - "_origin": "ast", - "community": 101, - "community_name": "main", - "file_type": "code", - "norm_label": "emit_error()", - "source_file": "classify.py", - "source_location": "L72" - }, { "id": "classify_main", "label": "main()", @@ -986,66 +1086,6 @@ "source_file": "classify.py", "source_location": "L27" }, - { - "id": "src_tools_models_classificationerror_to_dict", - "label": ".to_dict()", - "_callable": true, - "_origin": "ast", - "community": 101, - "community_name": "main", - "file_type": "code", - "norm_label": ".to_dict()", - "source_file": "src/tools/models.py", - "source_location": "L160" - }, - { - "id": "src_tools_models_classificationerror_to_json_str", - "label": ".to_json_str()", - "_callable": true, - "_origin": "ast", - "community": 101, - "community_name": "main", - "file_type": "code", - "norm_label": ".to_json_str()", - "source_file": "src/tools/models.py", - "source_location": "L169" - }, - { - "id": "src_tools_models_classificationresult_to_json_str", - "label": ".to_json_str()", - "_callable": true, - "_origin": "ast", - "community": 101, - "community_name": "main", - "file_type": "code", - "norm_label": ".to_json_str()", - "source_file": "src/tools/models.py", - "source_location": "L150" - }, - { - "id": "src_tools_models_ecpsnapshot_from_json_str", - "label": ".from_json_str()", - "_callable": true, - "_origin": "ast", - "community": 101, - "community_name": "main", - "file_type": "code", - "norm_label": ".from_json_str()", - "source_file": "src/tools/models.py", - "source_location": "L105" - }, - { - "id": "tests_tools_test_benchmark_24_test_benchmark_case", - "label": "test_benchmark_case()", - "_callable": true, - "_origin": "ast", - "community": 101, - "community_name": "main", - "file_type": "code", - "norm_label": "test_benchmark_case()", - "source_file": "tests/tools/test_benchmark_24.py", - "source_location": "L28" - }, { "id": "tests_tools_test_classify_exhaustive_suite_test_cli_error_content_file_does_not_exist", "label": "test_cli_error_content_file_does_not_exist()", @@ -1178,18 +1218,6 @@ "source_file": "tests/tools/test_cli.py", "source_location": "L8" }, - { - "id": "tests_tools_test_models_test_classification_error_serialization", - "label": "test_classification_error_serialization()", - "_callable": true, - "_origin": "ast", - "community": 101, - "community_name": "main", - "file_type": "code", - "norm_label": "test_classification_error_serialization()", - "source_file": "tests/tools/test_models.py", - "source_location": "L88" - }, { "id": "scripts_select_article_extractor_break_priority_tie", "label": "break_priority_tie()", @@ -1574,13 +1602,49 @@ "source_file": "tests/tools/test_select_article_extractor.py", "source_location": "L370" }, + { + "id": "src_tools_classifier_count_phrase_occurrences", + "label": "count_phrase_occurrences()", + "_callable": true, + "_origin": "ast", + "community": 121, + "community_name": "classifier.py", + "file_type": "code", + "norm_label": "count_phrase_occurrences()", + "source_file": "src/tools/classifier.py", + "source_location": "L30" + }, + { + "id": "src_tools_classifier_inherenceclassifier_classify", + "label": ".classify()", + "_callable": true, + "_origin": "ast", + "community": 121, + "community_name": "classifier.py", + "file_type": "code", + "norm_label": ".classify()", + "source_file": "src/tools/classifier.py", + "source_location": "L65" + }, + { + "id": "src_tools_classifier_match_phrase_in_text", + "label": "match_phrase_in_text()", + "_callable": true, + "_origin": "ast", + "community": 121, + "community_name": "classifier.py", + "file_type": "code", + "norm_label": "match_phrase_in_text()", + "source_file": "src/tools/classifier.py", + "source_location": "L17" + }, { "id": "src_tools_language_detect_language", "label": "detect_language()", "_callable": true, "_origin": "ast", "community": 121, - "community_name": "detect_language", + "community_name": "classifier.py", "file_type": "code", "norm_label": "detect_language()", "source_file": "src/tools/language.py", @@ -1592,7 +1656,7 @@ "_callable": true, "_origin": "ast", "community": 121, - "community_name": "detect_language", + "community_name": "classifier.py", "file_type": "code", "norm_label": "extract_words()", "source_file": "src/tools/language.py", @@ -1604,7 +1668,7 @@ "_callable": true, "_origin": "ast", "community": 121, - "community_name": "detect_language", + "community_name": "classifier.py", "file_type": "code", "norm_label": "normalize_text()", "source_file": "src/tools/language.py", @@ -1616,7 +1680,7 @@ "_callable": true, "_origin": "ast", "community": 121, - "community_name": "detect_language", + "community_name": "classifier.py", "file_type": "code", "norm_label": "test_detect_english()", "source_file": "tests/tools/test_language.py", @@ -1628,7 +1692,7 @@ "_callable": true, "_origin": "ast", "community": 121, - "community_name": "detect_language", + "community_name": "classifier.py", "file_type": "code", "norm_label": "test_detect_french()", "source_file": "tests/tools/test_language.py", @@ -1640,7 +1704,7 @@ "_callable": true, "_origin": "ast", "community": 121, - "community_name": "detect_language", + "community_name": "classifier.py", "file_type": "code", "norm_label": "test_detect_german()", "source_file": "tests/tools/test_language.py", @@ -1652,7 +1716,7 @@ "_callable": true, "_origin": "ast", "community": 121, - "community_name": "detect_language", + "community_name": "classifier.py", "file_type": "code", "norm_label": "test_detect_italian()", "source_file": "tests/tools/test_language.py", @@ -1664,7 +1728,7 @@ "_callable": true, "_origin": "ast", "community": 121, - "community_name": "detect_language", + "community_name": "classifier.py", "file_type": "code", "norm_label": "test_detect_portuguese()", "source_file": "tests/tools/test_language.py", @@ -1676,7 +1740,7 @@ "_callable": true, "_origin": "ast", "community": 121, - "community_name": "detect_language", + "community_name": "classifier.py", "file_type": "code", "norm_label": "test_detect_spanish()", "source_file": "tests/tools/test_language.py", @@ -1688,7 +1752,7 @@ "_callable": true, "_origin": "ast", "community": 121, - "community_name": "detect_language", + "community_name": "classifier.py", "file_type": "code", "norm_label": "test_empty_language()", "source_file": "tests/tools/test_language.py", @@ -1700,7 +1764,7 @@ "_callable": true, "_origin": "ast", "community": 121, - "community_name": "detect_language", + "community_name": "classifier.py", "file_type": "code", "norm_label": "test_normalize_text()", "source_file": "tests/tools/test_language.py", @@ -2102,6 +2166,738 @@ "source_file": "tests/tools/test_convert_article_to_markdown.py", "source_location": "L755" }, + { + "id": "agents_skills_archify_delta_architecture_delta_addnodemarker", + "label": "addNodeMarker()", + "_callable": true, + "_origin": "ast", + "community": 148, + "community_name": "architecture-delta.mjs", + "file_type": "code", + "norm_label": "addnodemarker()", + "source_file": 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+ "_callable": true, + "_origin": "ast", + "community": 148, + "community_name": "architecture-delta.mjs", + "file_type": "code", + "norm_label": "architecturedeltachangerows()", + "source_file": ".agents/skills/archify/delta/architecture-delta.mjs", + "source_location": "L612" + }, + { + "id": "agents_skills_archify_delta_architecture_delta_architecturedeltaerror_constructor", + "label": ".constructor()", + "_callable": true, + "_origin": "ast", + "community": 148, + "community_name": "architecture-delta.mjs", + "file_type": "code", + "norm_label": ".constructor()", + "source_file": ".agents/skills/archify/delta/architecture-delta.mjs", + "source_location": "L5" + }, + { + "id": "agents_skills_archify_delta_architecture_delta_boundarychangemap", + "label": "boundaryChangeMap()", + "_callable": true, + "_origin": "ast", + "community": 148, + "community_name": "architecture-delta.mjs", + "file_type": "code", + "norm_label": "boundarychangemap()", + "source_file": 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}, { - "id": "src_runtime_cli_smoke_main", - "label": "main()", + "id": "src_runtime_core_fingerprint_calculate_execution_fingerprint", + "label": "calculate_execution_fingerprint()", "_callable": true, "_origin": "ast", "community": 159, "community_name": "consolidate.py", "file_type": "code", - "norm_label": "main()", - "source_file": "src/runtime/cli/smoke.py", - "source_location": "L32" + "norm_label": "calculate_execution_fingerprint()", + "source_file": "src/runtime/core/fingerprint.py", + "source_location": "L22" }, { - "id": "src_runtime_cli_smoke_run_smoke_test", - "label": "run_smoke_test()", + "id": "src_runtime_core_fingerprint_canonical_json_dumps", + "label": "_canonical_json_dumps()", "_callable": true, "_origin": "ast", "community": 159, "community_name": "consolidate.py", "file_type": "code", - "norm_label": "run_smoke_test()", - "source_file": "src/runtime/cli/smoke.py", - "source_location": "L20" + "norm_label": "_canonical_json_dumps()", + "source_file": "src/runtime/core/fingerprint.py", + "source_location": "L18" }, { "id": "src_runtime_gateway_adapters_load_env_file", @@ -2558,6 +4458,66 @@ "source_file": "src/runtime/gateway/adapters.py", "source_location": "L12" }, + { + "id": "src_runtime_storage_file_store_create_manifest_dict", + "label": "create_manifest_dict()", + "_callable": true, + "_origin": "ast", + "community": 159, + "community_name": "consolidate.py", + "file_type": "code", + "norm_label": "create_manifest_dict()", + "source_file": "src/runtime/storage/file_store.py", + "source_location": "L91" + }, + { + "id": "src_runtime_storage_file_store_persist_manifest_atomically", + "label": "persist_manifest_atomically()", + "_callable": true, + "_origin": "ast", + "community": 159, + "community_name": "consolidate.py", + "file_type": "code", + "norm_label": "persist_manifest_atomically()", + "source_file": "src/runtime/storage/file_store.py", + "source_location": "L135" + }, + { + "id": 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"community": 163, + "community_name": "render-lifecycle.mjs", + "file_type": "code", + "norm_label": "variantaccent()", + "source_file": ".agents/skills/archify/renderers/shared/geometry.mjs", + "source_location": "L1286" + }, + { + "id": "agents_skills_archify_renderers_shared_utils_renderdefinitions", + "label": "renderDefinitions()", + "_callable": true, + "_origin": "ast", + "community": 163, + "community_name": "render-lifecycle.mjs", + "file_type": "code", + "norm_label": "renderdefinitions()", + "source_file": ".agents/skills/archify/renderers/shared/utils.mjs", + "source_location": "L7" + }, + { + "id": "agents_skills_archify_renderers_workflow_render_workflow_pathfor", + "label": "pathFor()", + "_callable": true, + "_origin": "ast", + "community": 163, + "community_name": "render-lifecycle.mjs", + "file_type": "code", + "norm_label": "pathfor()", + "source_file": ".agents/skills/archify/renderers/workflow/render-workflow.mjs", + "source_location": "L591" + }, + { + "id": "agents_skills_archify_renderers_workflow_render_workflow_renderedgelabel", + "label": "renderEdgeLabel()", + "_callable": true, + "_origin": "ast", + "community": 163, + "community_name": "render-lifecycle.mjs", + "file_type": "code", + "norm_label": "renderedgelabel()", + "source_file": ".agents/skills/archify/renderers/workflow/render-workflow.mjs", + "source_location": "L667" + }, + { + "id": "agents_skills_archify_renderers_workflow_render_workflow_renderedgepath", + "label": "renderEdgePath()", + "_callable": true, + "_origin": "ast", + "community": 163, + "community_name": "render-lifecycle.mjs", + "file_type": "code", + "norm_label": "renderedgepath()", + "source_file": ".agents/skills/archify/renderers/workflow/render-workflow.mjs", + "source_location": "L660" + }, + { + "id": "agents_skills_archify_renderers_workflow_render_workflow_renderphase", + "label": "renderPhase()", + "_callable": true, + "_origin": "ast", + "community": 163, + "community_name": "render-lifecycle.mjs", + "file_type": "code", + "norm_label": "renderphase()", + "source_file": ".agents/skills/archify/renderers/workflow/render-workflow.mjs", + "source_location": "L616" + }, + { + "id": "agents_skills_archify_renderers_workflow_render_workflow_rendersvg", + "label": "renderSvg()", + "_callable": true, + "_origin": "ast", + "community": 163, + "community_name": "render-lifecycle.mjs", + "file_type": "code", + "norm_label": "rendersvg()", + "source_file": ".agents/skills/archify/renderers/workflow/render-workflow.mjs", + "source_location": "L707" + }, + { + "id": "agents_skills_archify_renderers_workflow_render_workflow_workflowedgelabelpoint", + "label": "workflowEdgeLabelPoint()", + "_callable": true, + "_origin": "ast", + "community": 163, + "community_name": "render-lifecycle.mjs", + "file_type": "code", + "norm_label": "workflowedgelabelpoint()", + "source_file": ".agents/skills/archify/renderers/workflow/render-workflow.mjs", + "source_location": "L562" + }, { "id": "src_runtime_candidate_parser_build_candidates_payload", "label": "build_candidates_payload()", "_callable": true, "_origin": "ast", - "community": 163, - "community_name": "candidate/parser.py", + "community": 164, + "community_name": "hygiene/harness.py", "file_type": "code", "norm_label": "build_candidates_payload()", "source_file": "src/runtime/candidate/parser.py", @@ -2827,8 +5255,8 @@ "label": "_extract_plain_text()", "_callable": true, "_origin": "ast", - "community": 163, - "community_name": "candidate/parser.py", + "community": 164, + "community_name": "hygiene/harness.py", "file_type": "code", "norm_label": "_extract_plain_text()", "source_file": "src/runtime/candidate/parser.py", @@ -2839,8 +5267,8 @@ "label": "parse_metadata_candidates()", "_callable": true, "_origin": "ast", - "community": 163, - "community_name": "candidate/parser.py", + "community": 164, + "community_name": "hygiene/harness.py", "file_type": "code", "norm_label": "parse_metadata_candidates()", "source_file": "src/runtime/candidate/parser.py", @@ -2851,8 +5279,8 @@ "label": "parse_raw_text_into_candidates()", "_callable": true, "_origin": "ast", - "community": 163, - "community_name": "candidate/parser.py", + "community": 164, + "community_name": "hygiene/harness.py", "file_type": "code", "norm_label": "parse_raw_text_into_candidates()", "source_file": "src/runtime/candidate/parser.py", @@ -2863,61 +5291,13 @@ "label": "resolve_canonical_source_url()", "_callable": true, "_origin": "ast", - "community": 163, - "community_name": "candidate/parser.py", + "community": 164, + "community_name": "hygiene/harness.py", "file_type": "code", "norm_label": "resolve_canonical_source_url()", "source_file": "src/runtime/candidate/parser.py", "source_location": "L16" }, - { - "id": "tests_runtime_load_test_load_100_art_per_hour_test_sustained_throughput_benchmark", - "label": "test_sustained_throughput_benchmark()", - "_callable": true, - "_origin": "ast", - "community": 163, - "community_name": "candidate/parser.py", - "file_type": "code", - "norm_label": "test_sustained_throughput_benchmark()", - "source_file": "tests/runtime/load/test_load_100_art_per_hour.py", - "source_location": "L10" - }, - { - "id": "tests_runtime_unit_test_candidate_parser_test_author_parsing_forbids_delimiter_splitting", - "label": "test_author_parsing_forbids_delimiter_splitting()", - "_callable": true, - "_origin": "ast", - "community": 163, - "community_name": "candidate/parser.py", - "file_type": "code", - "norm_label": "test_author_parsing_forbids_delimiter_splitting()", - "source_file": "tests/runtime/unit/test_candidate_parser.py", - "source_location": "L49" - }, - { - "id": "tests_runtime_unit_test_candidate_parser_test_parse_raw_text_into_candidates", - "label": "test_parse_raw_text_into_candidates()", - "_callable": true, - "_origin": "ast", - "community": 163, - "community_name": "candidate/parser.py", - "file_type": "code", - "norm_label": "test_parse_raw_text_into_candidates()", - "source_file": "tests/runtime/unit/test_candidate_parser.py", - "source_location": "L10" - }, - { - "id": "tests_runtime_unit_test_candidate_parser_test_resolve_canonical_source_url_priority", - "label": "test_resolve_canonical_source_url_priority()", - "_callable": true, - "_origin": "ast", - "community": 163, - "community_name": "candidate/parser.py", - "file_type": "code", - "norm_label": "test_resolve_canonical_source_url_priority()", - "source_file": "tests/runtime/unit/test_candidate_parser.py", - "source_location": "L32" - }, { "id": "src_runtime_hygiene_assembler_assemble_intermediate_markdown", "label": "assemble_intermediate_markdown()", @@ -2930,6 +5310,18 @@ "source_file": "src/runtime/hygiene/assembler.py", "source_location": "L10" }, + { + "id": "src_runtime_hygiene_harness_build_minimal_hygiene_projection", + "label": "build_minimal_hygiene_projection()", + "_callable": true, + "_origin": "ast", + "community": 164, + "community_name": "hygiene/harness.py", + "file_type": "code", + "norm_label": "build_minimal_hygiene_projection()", + "source_file": "src/runtime/hygiene/harness.py", + "source_location": "L32" + }, { "id": "src_runtime_hygiene_harness_execute_10_step_hygiene_harness", "label": "execute_10_step_hygiene_harness()", @@ -2978,6 +5370,18 @@ "source_file": "src/runtime/hygiene/harness.py", "source_location": "L27" }, + { + "id": "tests_runtime_load_test_load_100_art_per_hour_test_sustained_throughput_benchmark", + "label": "test_sustained_throughput_benchmark()", + "_callable": true, + "_origin": "ast", + "community": 164, + "community_name": "hygiene/harness.py", + "file_type": "code", + "norm_label": "test_sustained_throughput_benchmark()", + "source_file": "tests/runtime/load/test_load_100_art_per_hour.py", + "source_location": "L10" + }, { "id": "tests_runtime_quality_test_golden_reference_20_test_golden_set_all_20_reference_cases_process_cleanly", "label": "test_golden_set_all_20_reference_cases_process_cleanly()", @@ -2990,6 +5394,54 @@ "source_file": "tests/runtime/quality/test_golden_reference_20.py", "source_location": "L10" }, + { + "id": "tests_runtime_quality_test_prompt_injection_guard_test_adversarial_injection_treated_as_passive_data", + "label": "test_adversarial_injection_treated_as_passive_data()", + "_callable": true, + "_origin": "ast", + "community": 164, + "community_name": "hygiene/harness.py", + "file_type": "code", + "norm_label": "test_adversarial_injection_treated_as_passive_data()", + "source_file": "tests/runtime/quality/test_prompt_injection_guard.py", + "source_location": "L6" + }, + { + "id": "tests_runtime_unit_test_candidate_parser_test_author_parsing_forbids_delimiter_splitting", + "label": "test_author_parsing_forbids_delimiter_splitting()", + "_callable": true, + "_origin": "ast", + "community": 164, + "community_name": "hygiene/harness.py", + "file_type": "code", + "norm_label": "test_author_parsing_forbids_delimiter_splitting()", + "source_file": "tests/runtime/unit/test_candidate_parser.py", + "source_location": "L49" + }, + { + "id": "tests_runtime_unit_test_candidate_parser_test_parse_raw_text_into_candidates", + "label": "test_parse_raw_text_into_candidates()", + "_callable": true, + "_origin": "ast", + "community": 164, + "community_name": "hygiene/harness.py", + "file_type": "code", + "norm_label": "test_parse_raw_text_into_candidates()", + "source_file": "tests/runtime/unit/test_candidate_parser.py", + "source_location": "L10" + }, + { + "id": "tests_runtime_unit_test_candidate_parser_test_resolve_canonical_source_url_priority", + "label": "test_resolve_canonical_source_url_priority()", + "_callable": true, + "_origin": "ast", + "community": 164, + "community_name": "hygiene/harness.py", + "file_type": "code", + "norm_label": "test_resolve_canonical_source_url_priority()", + "source_file": "tests/runtime/unit/test_candidate_parser.py", + "source_location": "L32" + }, { "id": "tests_runtime_unit_test_hygiene_harness_create_sample_payload", "label": "create_sample_payload()", @@ -3206,6 +5658,42 @@ "source_file": "tests/runtime/unit/test_input_limits.py", "source_location": "L8" }, + { + "id": "src_runtime_candidate_equivalence_compute_sequence_similarity", + "label": "compute_sequence_similarity()", + "_callable": true, + "_origin": "ast", + "community": 167, + "community_name": "CandidateObject", + "file_type": "code", + "norm_label": "compute_sequence_similarity()", + "source_file": "src/runtime/candidate/equivalence.py", + "source_location": "L21" + }, + { + "id": "src_runtime_candidate_equivalence_map_candidate_equivalences", + "label": "map_candidate_equivalences()", + "_callable": true, + "_origin": "ast", + "community": 167, + "community_name": "CandidateObject", + "file_type": "code", + "norm_label": "map_candidate_equivalences()", + "source_file": "src/runtime/candidate/equivalence.py", + "source_location": "L32" + }, + { + "id": "src_runtime_candidate_equivalence_normalize_text_for_comparison", + "label": "normalize_text_for_comparison()", + "_callable": true, + "_origin": "ast", + "community": 167, + "community_name": "CandidateObject", + "file_type": "code", + "norm_label": "normalize_text_for_comparison()", + "source_file": "src/runtime/candidate/equivalence.py", + "source_location": "L12" + }, { "id": "src_runtime_hygiene_repairs_validate_and_apply_repairs", "label": "validate_and_apply_repairs()", @@ -3230,6 +5718,42 @@ "source_file": "src/runtime/storage/markdown_renderer.py", "source_location": "L12" }, + { + "id": "tests_runtime_unit_test_equivalence_mapping_test_map_candidate_equivalences", + "label": "test_map_candidate_equivalences()", + "_callable": true, + "_origin": "ast", + "community": 167, + "community_name": "CandidateObject", + "file_type": "code", + "norm_label": "test_map_candidate_equivalences()", + "source_file": "tests/runtime/unit/test_equivalence_mapping.py", + "source_location": "L24" + }, + { + "id": "tests_runtime_unit_test_equivalence_mapping_test_sequence_similarity", + "label": "test_sequence_similarity()", + "_callable": true, + "_origin": "ast", + "community": 167, + "community_name": "CandidateObject", + "file_type": "code", + "norm_label": "test_sequence_similarity()", + "source_file": "tests/runtime/unit/test_equivalence_mapping.py", + "source_location": "L17" + }, + { + "id": "tests_runtime_unit_test_equivalence_mapping_test_text_normalization", + "label": "test_text_normalization()", + "_callable": true, + "_origin": "ast", + "community": 167, + "community_name": "CandidateObject", + "file_type": "code", + "norm_label": "test_text_normalization()", + "source_file": "tests/runtime/unit/test_equivalence_mapping.py", + "source_location": "L11" + }, { "id": "tests_runtime_unit_test_markdown_renderer_test_render_canonical_markdown_with_front_matter", "label": "test_render_canonical_markdown_with_front_matter()", @@ -3351,304 +5875,796 @@ "source_location": "L67" }, { - "id": "src_runtime_candidate_equivalence_compute_sequence_similarity", - "label": "compute_sequence_similarity()", + "id": "agents_skills_archify_bin_archify_assertevidencetype", + "label": "assertEvidenceType()", "_callable": true, "_origin": "ast", - "community": 177, - "community_name": "test_equivalence_mapping.py", + "community": 182, + "community_name": "archify.mjs", "file_type": "code", - "norm_label": "compute_sequence_similarity()", - "source_file": "src/runtime/candidate/equivalence.py", - "source_location": "L21" + "norm_label": "assertevidencetype()", + "source_file": ".agents/skills/archify/bin/archify.mjs", + "source_location": "L241" }, { - "id": "src_runtime_candidate_equivalence_map_candidate_equivalences", - "label": "map_candidate_equivalences()", + "id": "agents_skills_archify_bin_archify_checkerdiagnostics", + "label": "checkerDiagnostics()", "_callable": true, "_origin": "ast", - "community": 177, - "community_name": "test_equivalence_mapping.py", + "community": 182, + "community_name": "archify.mjs", "file_type": "code", - "norm_label": "map_candidate_equivalences()", - "source_file": "src/runtime/candidate/equivalence.py", - "source_location": "L32" + "norm_label": "checkerdiagnostics()", + "source_file": ".agents/skills/archify/bin/archify.mjs", + "source_location": "L198" }, { - "id": "src_runtime_candidate_equivalence_normalize_text_for_comparison", - "label": "normalize_text_for_comparison()", + "id": "agents_skills_archify_bin_archify_commandbrands", + "label": "commandBrands()", "_callable": true, "_origin": "ast", - "community": 177, - "community_name": "test_equivalence_mapping.py", + "community": 182, + "community_name": "archify.mjs", "file_type": "code", - "norm_label": "normalize_text_for_comparison()", - "source_file": "src/runtime/candidate/equivalence.py", - "source_location": "L12" + "norm_label": "commandbrands()", + "source_file": ".agents/skills/archify/bin/archify.mjs", + "source_location": "L1410" }, { - "id": "tests_runtime_unit_test_equivalence_mapping_test_map_candidate_equivalences", - "label": "test_map_candidate_equivalences()", + "id": "agents_skills_archify_bin_archify_commandcheck", + "label": "commandCheck()", "_callable": true, "_origin": "ast", - "community": 177, - "community_name": "test_equivalence_mapping.py", + "community": 182, + "community_name": "archify.mjs", "file_type": "code", - "norm_label": "test_map_candidate_equivalences()", - "source_file": "tests/runtime/unit/test_equivalence_mapping.py", - "source_location": "L24" + "norm_label": "commandcheck()", + "source_file": ".agents/skills/archify/bin/archify.mjs", + "source_location": "L1157" }, { - "id": "tests_runtime_unit_test_equivalence_mapping_test_sequence_similarity", - "label": "test_sequence_similarity()", + "id": "agents_skills_archify_bin_archify_commandcompare", + "label": "commandCompare()", "_callable": true, "_origin": "ast", - "community": 177, - "community_name": "test_equivalence_mapping.py", + "community": 182, + "community_name": "archify.mjs", "file_type": "code", - "norm_label": "test_sequence_similarity()", - "source_file": "tests/runtime/unit/test_equivalence_mapping.py", - "source_location": "L17" + "norm_label": "commandcompare()", + "source_file": ".agents/skills/archify/bin/archify.mjs", + "source_location": "L417" }, { - "id": "tests_runtime_unit_test_equivalence_mapping_test_text_normalization", - "label": "test_text_normalization()", + "id": "agents_skills_archify_bin_archify_commanddeliver", + "label": "commandDeliver()", "_callable": true, "_origin": "ast", - "community": 177, - "community_name": "test_equivalence_mapping.py", + "community": 182, + "community_name": "archify.mjs", "file_type": "code", - "norm_label": "test_text_normalization()", - "source_file": "tests/runtime/unit/test_equivalence_mapping.py", - "source_location": "L11" + "norm_label": "commanddeliver()", + "source_file": ".agents/skills/archify/bin/archify.mjs", + "source_location": "L758" }, { - "id": "src_runtime_storage_file_store_create_manifest_dict", - "label": "create_manifest_dict()", + "id": "agents_skills_archify_bin_archify_commanddemo", + "label": "commandDemo()", "_callable": true, "_origin": "ast", - "community": 179, - "community_name": "create_manifest_dict", + "community": 182, + "community_name": "archify.mjs", "file_type": "code", - "norm_label": "create_manifest_dict()", - "source_file": "src/runtime/storage/file_store.py", - "source_location": "L91" + "norm_label": "commanddemo()", + "source_file": ".agents/skills/archify/bin/archify.mjs", + "source_location": "L1466" }, { - "id": "src_runtime_storage_file_store_persist_manifest_atomically", - "label": "persist_manifest_atomically()", + "id": "agents_skills_archify_bin_archify_commanddoctor", + "label": "commandDoctor()", "_callable": true, "_origin": "ast", - "community": 179, - "community_name": "create_manifest_dict", + "community": 182, + "community_name": "archify.mjs", "file_type": "code", - "norm_label": "persist_manifest_atomically()", - "source_file": "src/runtime/storage/file_store.py", - "source_location": "L135" + "norm_label": "commanddoctor()", + "source_file": ".agents/skills/archify/bin/archify.mjs", + "source_location": "L1219" }, { - "id": "src_runtime_storage_file_store_write_file_atomically", - "label": "write_file_atomically()", + "id": "agents_skills_archify_bin_archify_commandexamples", + "label": "commandExamples()", "_callable": true, "_origin": "ast", - "community": 179, - "community_name": "create_manifest_dict", + "community": 182, + "community_name": "archify.mjs", "file_type": "code", - "norm_label": "write_file_atomically()", - "source_file": "src/runtime/storage/file_store.py", - "source_location": "L40" + "norm_label": "commandexamples()", + "source_file": ".agents/skills/archify/bin/archify.mjs", + "source_location": "L1214" }, { - "id": "tests_runtime_unit_test_file_store_test_atomic_file_write_and_verification", - "label": "test_atomic_file_write_and_verification()", + "id": "agents_skills_archify_bin_archify_commandguide", + "label": "commandGuide()", "_callable": true, "_origin": "ast", - "community": 179, - "community_name": "create_manifest_dict", + "community": 182, + "community_name": "archify.mjs", "file_type": "code", - "norm_label": "test_atomic_file_write_and_verification()", - "source_file": "tests/runtime/unit/test_file_store.py", + "norm_label": "commandguide()", + "source_file": ".agents/skills/archify/bin/archify.mjs", + "source_location": "L1357" + }, + { + "id": "agents_skills_archify_bin_archify_commandpreview", + "label": "commandPreview()", + "_callable": true, + "_origin": "ast", + "community": 182, + "community_name": "archify.mjs", + "file_type": "code", + "norm_label": "commandpreview()", + "source_file": ".agents/skills/archify/bin/archify.mjs", + "source_location": "L1124" + }, + { + "id": 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{ + "id": "agents_skills_archify_test_story_horizon_test_render", + "label": "render()", + "_callable": true, + "_origin": "ast", + "community": 452, + "community_name": "story-horizon.test.mjs", + "file_type": "code", + "norm_label": "render()", + "source_file": ".agents/skills/archify/test/story-horizon.test.mjs", + "source_location": "L22" + }, + { + "id": "src_tools_models_ecpsnapshot_from_json_str", + "label": ".from_json_str()", + "_callable": true, + "_origin": "ast", + "community": 454, + "community_name": "test_benchmark_24.py", + "file_type": "code", + "norm_label": ".from_json_str()", + "source_file": "src/tools/models.py", + "source_location": "L105" + }, + { + "id": "tests_tools_test_benchmark_24_classifier", + "label": "classifier()", + "_callable": true, + "_origin": "ast", + "community": 454, + "community_name": "test_benchmark_24.py", + "file_type": "code", + "norm_label": "classifier()", + "source_file": "tests/tools/test_benchmark_24.py", + "source_location": "L23" + }, + { + "id": "tests_tools_test_benchmark_24_test_benchmark_case", + "label": "test_benchmark_case()", + "_callable": true, + "_origin": "ast", + "community": 454, + "community_name": "test_benchmark_24.py", + "file_type": "code", + "norm_label": "test_benchmark_case()", + "source_file": "tests/tools/test_benchmark_24.py", + "source_location": "L28" }, { "id": "tests_tools_test_adapters_test_classifier_with_adapter_flags", @@ -4406,6 +12510,18 @@ "source_file": "tests/tools/test_adversarial.py", "source_location": "L44" }, + { + "id": "tests_tools_test_adversarial_test_adversarial_sao_paulo_city_vs_fc", + "label": "test_adversarial_sao_paulo_city_vs_fc()", + "_callable": true, + "_origin": "ast", + "community": 46, + "community_name": "ECPSnapshot", + "file_type": "code", + "norm_label": "test_adversarial_sao_paulo_city_vs_fc()", + "source_file": "tests/tools/test_adversarial.py", + "source_location": "L14" + }, { "id": "tests_tools_test_classifier_petrobras_ecp", "label": "petrobras_ecp()", @@ -4790,6 +12906,78 @@ "source_file": "tests/tools/test_classify_exhaustive_suite.py", "source_location": "L196" }, + { + "id": "tests_tools_test_e2e_text_analysis_pipeline_test_funnel_nlp_deterministic_rejection_homonym", + "label": "test_funnel_nlp_deterministic_rejection_homonym()", + "_callable": true, + "_origin": "ast", + "community": 46, + "community_name": "ECPSnapshot", + "file_type": "code", + "norm_label": "test_funnel_nlp_deterministic_rejection_homonym()", + "source_file": "tests/tools/test_e2e_text_analysis_pipeline.py", + "source_location": "L136" + }, + { + "id": "agents_skills_archify_test_automatic_port_spread_test_connectionpoints", + "label": "connectionPoints()", + "_callable": true, + "_origin": "ast", + "community": 465, + "community_name": "automatic-port-spread.test.mjs", + "file_type": "code", + "norm_label": "connectionpoints()", + "source_file": ".agents/skills/archify/test/automatic-port-spread.test.mjs", + "source_location": "L29" + }, + { + "id": "agents_skills_archify_test_automatic_port_spread_test_fanoutarchitecture", + "label": "fanOutArchitecture()", + "_callable": true, + "_origin": "ast", + "community": 465, + "community_name": "automatic-port-spread.test.mjs", + "file_type": "code", + "norm_label": "fanoutarchitecture()", + "source_file": ".agents/skills/archify/test/automatic-port-spread.test.mjs", + "source_location": "L36" + }, + { + "id": "agents_skills_archify_test_automatic_port_spread_test_render", + "label": "render()", + "_callable": true, + "_origin": "ast", + "community": 465, + "community_name": "automatic-port-spread.test.mjs", + "file_type": "code", + "norm_label": "render()", + "source_file": ".agents/skills/archify/test/automatic-port-spread.test.mjs", + "source_location": "L12" + }, + { + "id": "agents_skills_archify_test_render_output_checks_test_checkhtml", + "label": "checkHtml()", + "_callable": true, + "_origin": "ast", + "community": 466, + "community_name": "render-output-checks.test.mjs", + "file_type": "code", + "norm_label": "checkhtml()", + "source_file": ".agents/skills/archify/test/render-output-checks.test.mjs", + "source_location": "L14" + }, + { + "id": "agents_skills_archify_test_story_trail_test_render", + "label": "render()", + "_callable": true, + "_origin": "ast", + "community": 468, + "community_name": "story-trail.test.mjs", + "file_type": "code", + "norm_label": "render()", + "source_file": ".agents/skills/archify/test/story-trail.test.mjs", + "source_location": "L21" + }, { "id": "src_tools_adapters_llm_llmfallbackadapter_build_prompt", "label": ".build_prompt()", @@ -4874,6 +13062,30 @@ "source_file": "tests/tools/test_adapters.py", "source_location": "L15" }, + { + "id": "tests_tools_test_classify_exhaustive_suite_test_llm_provider_gemini_rest_execution", + "label": "test_llm_provider_gemini_rest_execution()", + "_callable": true, + "_origin": "ast", + "community": 47, + "community_name": "LLMFallbackAdapter", + "file_type": "code", + "norm_label": "test_llm_provider_gemini_rest_execution()", + "source_file": "tests/tools/test_classify_exhaustive_suite.py", + "source_location": "L515" + }, + { + "id": "tests_tools_test_e2e_text_analysis_pipeline_test_funnel_live_api_execution_if_configured", + "label": "test_funnel_live_api_execution_if_configured()", + "_callable": true, + "_origin": "ast", + "community": 47, + "community_name": "LLMFallbackAdapter", + "file_type": "code", + "norm_label": "test_funnel_live_api_execution_if_configured()", + "source_file": "tests/tools/test_e2e_text_analysis_pipeline.py", + "source_location": "L347" + }, { "id": "tests_tools_test_e2e_text_analysis_pipeline_test_funnel_llm_failure_graceful_degradation", "label": "test_funnel_llm_failure_graceful_degradation()", @@ -4958,18 +13170,6 @@ "source_file": "tests/tools/test_llm_fallback.py", "source_location": "L192" }, - { - "id": "tests_tools_test_llm_fallback_test_cli_execution_with_enable_llm_flag", - "label": "test_cli_execution_with_enable_llm_flag()", - "_callable": true, - "_origin": "ast", - "community": 47, - "community_name": "LLMFallbackAdapter", - "file_type": "code", - "norm_label": "test_cli_execution_with_enable_llm_flag()", - "source_file": "tests/tools/test_llm_fallback.py", - "source_location": "L291" - }, { "id": "tests_tools_test_llm_fallback_test_llm_adapter_availability_detection", "label": "test_llm_adapter_availability_detection()", @@ -4982,18 +13182,6 @@ "source_file": "tests/tools/test_llm_fallback.py", "source_location": "L31" }, - { - "id": "tests_tools_test_llm_fallback_test_llm_adapter_build_prompt_structure", - "label": "test_llm_adapter_build_prompt_structure()", - "_callable": true, - "_origin": "ast", - "community": 47, - "community_name": "LLMFallbackAdapter", - "file_type": "code", - "norm_label": "test_llm_adapter_build_prompt_structure()", - "source_file": "tests/tools/test_llm_fallback.py", - "source_location": "L48" - }, { "id": "tests_tools_test_llm_fallback_test_llm_adapter_handling_invalid_and_corrupt_responses", "label": "test_llm_adapter_handling_invalid_and_corrupt_responses()", @@ -5030,37 +13218,73 @@ "source_file": "tests/tools/test_llm_fallback.py", "source_location": "L78" }, + { + "id": "agents_skills_archify_test_base_input_compatibility_test_renderbasefixture", + "label": "renderBaseFixture()", + "_callable": true, + "_origin": "ast", + "community": 478, + "community_name": "base-input-compatibility.test.mjs", + "file_type": "code", + "norm_label": "renderbasefixture()", + "source_file": ".agents/skills/archify/test/base-input-compatibility.test.mjs", + "source_location": "L13" + }, + { + "id": "agents_skills_archify_test_release_package_gates_test_workflowjob", + "label": "workflowJob()", + "_callable": true, + "_origin": "ast", + "community": 479, + "community_name": "release-package-gates.test.mjs", + "file_type": "code", + "norm_label": "workflowjob()", + "source_file": ".agents/skills/archify/test/release-package-gates.test.mjs", + "source_location": "L20" + }, + { + "id": "agents_skills_archify_test_release_package_gates_test_workflowstep", + "label": "workflowStep()", + "_callable": true, + "_origin": "ast", + "community": 479, + "community_name": "release-package-gates.test.mjs", + "file_type": "code", + "norm_label": "workflowstep()", + "source_file": ".agents/skills/archify/test/release-package-gates.test.mjs", + "source_location": "L12" + }, + { + "id": "classify_emit_error", + "label": "emit_error()", + "_callable": true, + "_origin": "ast", + "community": 48, + "community_name": "tools/models.py", + "file_type": "code", + "norm_label": "emit_error()", + "source_file": "classify.py", + "source_location": "L72" + }, { "id": "tests_tools_test_adversarial_test_adversarial_related_entity_without_scope_context", "label": "test_adversarial_related_entity_without_scope_context()", "_callable": true, "_origin": "ast", "community": 48, - "community_name": "classifier.py", + "community_name": "tools/models.py", "file_type": "code", "norm_label": "test_adversarial_related_entity_without_scope_context()", "source_file": "tests/tools/test_adversarial.py", "source_location": "L68" }, - { - "id": "tests_tools_test_adversarial_test_adversarial_sao_paulo_city_vs_fc", - "label": "test_adversarial_sao_paulo_city_vs_fc()", - "_callable": true, - "_origin": "ast", - "community": 48, - "community_name": "classifier.py", - "file_type": "code", - "norm_label": "test_adversarial_sao_paulo_city_vs_fc()", - "source_file": "tests/tools/test_adversarial.py", - "source_location": "L14" - }, { "id": "tests_tools_test_adversarial_test_adversarial_subprocess_cli_corrupted_json", "label": "test_adversarial_subprocess_cli_corrupted_json()", "_callable": true, "_origin": "ast", "community": 48, - "community_name": "classifier.py", + "community_name": "tools/models.py", "file_type": "code", "norm_label": "test_adversarial_subprocess_cli_corrupted_json()", "source_file": "tests/tools/test_adversarial.py", @@ -5072,7 +13296,7 @@ "_callable": true, "_origin": "ast", "community": 48, - "community_name": "classifier.py", + "community_name": "tools/models.py", "file_type": "code", "norm_label": "test_adversarial_subprocess_cli_empty_content()", "source_file": "tests/tools/test_adversarial.py", @@ -5084,7 +13308,7 @@ "_callable": true, "_origin": "ast", "community": 48, - "community_name": "classifier.py", + "community_name": "tools/models.py", "file_type": "code", "norm_label": "test_adversarial_subprocess_cli_missing_required_field()", "source_file": "tests/tools/test_adversarial.py", @@ -5096,31 +13320,19 @@ "_callable": true, "_origin": "ast", "community": 48, - "community_name": "classifier.py", + "community_name": "tools/models.py", "file_type": "code", "norm_label": "test_adversarial_subprocess_cli_success_stdout()", "source_file": "tests/tools/test_adversarial.py", "source_location": "L104" }, - { - "id": "tests_tools_test_benchmark_24_classifier", - "label": "classifier()", - "_callable": true, - "_origin": "ast", - "community": 48, - "community_name": "classifier.py", - "file_type": "code", - "norm_label": "classifier()", - "source_file": "tests/tools/test_benchmark_24.py", - "source_location": "L23" - }, { "id": "tests_tools_test_e2e_text_analysis_pipeline_ecp_river_plate", "label": "ecp_river_plate()", "_callable": true, "_origin": "ast", "community": 48, - "community_name": "classifier.py", + "community_name": "tools/models.py", "file_type": "code", "norm_label": "ecp_river_plate()", "source_file": "tests/tools/test_e2e_text_analysis_pipeline.py", @@ -5132,7 +13344,7 @@ "_callable": true, "_origin": "ast", "community": 48, - "community_name": "classifier.py", + "community_name": "tools/models.py", "file_type": "code", "norm_label": "test_funnel_cli_subprocess_end_to_end()", "source_file": "tests/tools/test_e2e_text_analysis_pipeline.py", @@ -5144,35 +13356,119 @@ "_callable": true, "_origin": "ast", "community": 48, - "community_name": "classifier.py", + "community_name": "tools/models.py", "file_type": "code", "norm_label": "test_funnel_multilingual_language_detection()", "source_file": "tests/tools/test_e2e_text_analysis_pipeline.py", "source_location": "L279" }, { - "id": "tests_tools_test_e2e_text_analysis_pipeline_test_funnel_nlp_deterministic_rejection_homonym", - "label": "test_funnel_nlp_deterministic_rejection_homonym()", + "id": "tests_tools_test_llm_fallback_test_cli_execution_with_enable_llm_flag", + "label": "test_cli_execution_with_enable_llm_flag()", "_callable": true, "_origin": "ast", "community": 48, - "community_name": "classifier.py", + "community_name": "tools/models.py", "file_type": "code", - "norm_label": "test_funnel_nlp_deterministic_rejection_homonym()", - "source_file": "tests/tools/test_e2e_text_analysis_pipeline.py", - "source_location": "L136" + "norm_label": "test_cli_execution_with_enable_llm_flag()", + "source_file": "tests/tools/test_llm_fallback.py", + "source_location": "L291" }, { - "id": "src_runtime_core_config_calculate_exact_file_sha256", - "label": "calculate_exact_file_sha256()", + "id": "src_runtime_core_config_validate_certified_cheap_model", + "label": "validate_certified_cheap_model()", "_callable": true, "_origin": "ast", - "community": 52, - "community_name": "config.py", + "community": 480, + "community_name": "validate_certified_cheap_model", "file_type": "code", - "norm_label": "calculate_exact_file_sha256()", + "norm_label": "validate_certified_cheap_model()", "source_file": "src/runtime/core/config.py", - "source_location": "L111" + "source_location": "L33" + }, + { + "id": "tests_runtime_quality_test_no_powerful_models_test_runtime_config_strictly_cheap_models", + "label": "test_runtime_config_strictly_cheap_models()", + "_callable": true, + "_origin": "ast", + "community": 480, + "community_name": "validate_certified_cheap_model", + "file_type": "code", + "norm_label": "test_runtime_config_strictly_cheap_models()", + "source_file": "tests/runtime/quality/test_no_powerful_models.py", + "source_location": "L18" + }, + { + "id": "agents_skills_archify_test_community_proof_intake_test_read", + "label": "read()", + "_callable": true, + "_origin": "ast", + "community": 492, + "community_name": "community-proof-intake.test.mjs", + "file_type": "code", + "norm_label": "read()", + "source_file": ".agents/skills/archify/test/community-proof-intake.test.mjs", + "source_location": "L10" + }, + { + "id": "agents_skills_archify_test_proof_aperture_test_cssrule", + "label": "cssRule()", + "_callable": true, + "_origin": "ast", + "community": 496, + "community_name": "proof-aperture.test.mjs", + "file_type": "code", + "norm_label": "cssrule()", + "source_file": ".agents/skills/archify/test/proof-aperture.test.mjs", + "source_location": "L10" + }, + { + "id": "tests_runtime_fault_injection_test_gateway_faults_faultymockadapter_execute_call", + "label": ".execute_call()", + "_callable": true, + "_origin": "ast", + "community": 498, + "community_name": "FaultyMockAdapter", + "file_type": "code", + "norm_label": ".execute_call()", + "source_file": "tests/runtime/fault_injection/test_gateway_faults.py", + "source_location": "L28" + }, + { + "id": "tests_runtime_fault_injection_test_gateway_faults_faultymockadapter_init", + "label": ".__init__()", + "_callable": true, + "_origin": "ast", + "community": 498, + "community_name": "FaultyMockAdapter", + "file_type": "code", + "norm_label": ".__init__()", + "source_file": "tests/runtime/fault_injection/test_gateway_faults.py", + "source_location": "L23" + }, + { + "id": "tests_runtime_unit_test_model_gateway_mockprovideradapter_execute_call", + "label": ".execute_call()", + "_callable": true, + "_origin": "ast", + "community": 499, + "community_name": "MockProviderAdapter", + "file_type": "code", + "norm_label": ".execute_call()", + "source_file": "tests/runtime/unit/test_model_gateway.py", + "source_location": "L26" + }, + { + "id": "tests_runtime_unit_test_model_gateway_mockprovideradapter_init", + "label": ".__init__()", + "_callable": true, + "_origin": "ast", + "community": 499, + "community_name": "MockProviderAdapter", + "file_type": "code", + "norm_label": ".__init__()", + "source_file": "tests/runtime/unit/test_model_gateway.py", + "source_location": "L21" }, { "id": "src_runtime_core_config_create_schema_registry", @@ -5180,7 +13476,7 @@ "_callable": true, "_origin": "ast", "community": 52, - "community_name": "config.py", + "community_name": "create_schema_registry", "file_type": "code", "norm_label": "create_schema_registry()", "source_file": "src/runtime/core/config.py", @@ -5192,43 +13488,19 @@ "_callable": true, "_origin": "ast", "community": 52, - "community_name": "config.py", + "community_name": "create_schema_registry", "file_type": "code", "norm_label": "load_schema()", "source_file": "src/runtime/core/config.py", "source_location": "L116" }, - { - "id": "src_runtime_core_config_validate_certified_cheap_model", - "label": "validate_certified_cheap_model()", - "_callable": true, - "_origin": "ast", - "community": 52, - "community_name": "config.py", - "file_type": "code", - "norm_label": "validate_certified_cheap_model()", - "source_file": "src/runtime/core/config.py", - "source_location": "L33" - }, - { - "id": "src_runtime_core_config_validate_certified_models", - "label": "validate_certified_models()", - "_callable": true, - "_origin": "ast", - "community": 52, - "community_name": "config.py", - "file_type": "code", - "norm_label": "validate_certified_models()", - "source_file": "src/runtime/core/config.py", - "source_location": "L138" - }, { "id": "tests_runtime_contract_test_article_input_contract_test_article_input_rejects_batch_wrapper", "label": "test_article_input_rejects_batch_wrapper()", "_callable": true, "_origin": "ast", "community": 52, - "community_name": "config.py", + "community_name": "create_schema_registry", "file_type": "code", "norm_label": "test_article_input_rejects_batch_wrapper()", "source_file": "tests/runtime/contract/test_article_input_contract.py", @@ -5240,7 +13512,7 @@ "_callable": true, "_origin": "ast", "community": 52, - "community_name": "config.py", + "community_name": "create_schema_registry", "file_type": "code", "norm_label": "test_article_input_schema_against_all_20_reference_units()", "source_file": "tests/runtime/contract/test_article_input_contract.py", @@ -5252,7 +13524,7 @@ "_callable": true, "_origin": "ast", "community": 52, - "community_name": "config.py", + "community_name": "create_schema_registry", "file_type": "code", "norm_label": "test_candidates_payload_against_reference_articles()", "source_file": "tests/runtime/contract/test_candidates_payload_contract.py", @@ -5264,7 +13536,7 @@ "_callable": true, "_origin": "ast", "community": 52, - "community_name": "config.py", + "community_name": "create_schema_registry", "file_type": "code", "norm_label": "test_enrichment_response_schema_invalid_bounds()", "source_file": "tests/runtime/contract/test_enrichment_response_contract.py", @@ -5276,7 +13548,7 @@ "_callable": true, "_origin": "ast", "community": 52, - "community_name": "config.py", + "community_name": "create_schema_registry", "file_type": "code", "norm_label": "test_enrichment_response_schema_valid()", "source_file": "tests/runtime/contract/test_enrichment_response_contract.py", @@ -5288,7 +13560,7 @@ "_callable": true, "_origin": "ast", "community": 52, - "community_name": "config.py", + "community_name": "create_schema_registry", "file_type": "code", "norm_label": "test_hygiene_response_schema_missing_required()", "source_file": "tests/runtime/contract/test_hygiene_response_contract.py", @@ -5300,43 +13572,19 @@ "_callable": true, "_origin": "ast", "community": 52, - "community_name": "config.py", + "community_name": "create_schema_registry", "file_type": "code", "norm_label": "test_hygiene_response_schema_valid()", "source_file": "tests/runtime/contract/test_hygiene_response_contract.py", "source_location": "L10" }, - { - "id": "tests_runtime_contract_test_manifest_output_contract_test_manifest_output_schema_completed_text_valid", - "label": "test_manifest_output_schema_completed_text_valid()", - "_callable": true, - "_origin": "ast", - "community": 52, - "community_name": "config.py", - "file_type": "code", - "norm_label": "test_manifest_output_schema_completed_text_valid()", - "source_file": "tests/runtime/contract/test_manifest_output_contract.py", - "source_location": "L11" - }, - { - "id": "tests_runtime_contract_test_manifest_output_contract_test_manifest_output_schema_rejected_ecp_valid", - "label": "test_manifest_output_schema_rejected_ecp_valid()", - "_callable": true, - "_origin": "ast", - "community": 52, - "community_name": "config.py", - "file_type": "code", - "norm_label": "test_manifest_output_schema_rejected_ecp_valid()", - "source_file": "tests/runtime/contract/test_manifest_output_contract.py", - "source_location": "L71" - }, { "id": "tests_runtime_contract_test_repair_operations_contract_test_repair_operations_rejects_unapproved_category", "label": "test_repair_operations_rejects_unapproved_category()", "_callable": true, "_origin": "ast", "community": 52, - "community_name": "config.py", + "community_name": "create_schema_registry", "file_type": "code", "norm_label": "test_repair_operations_rejects_unapproved_category()", "source_file": "tests/runtime/contract/test_repair_operations_contract.py", @@ -5348,7 +13596,7 @@ "_callable": true, "_origin": "ast", "community": 52, - "community_name": "config.py", + "community_name": "create_schema_registry", "file_type": "code", "norm_label": "test_repair_operations_schema_valid()", "source_file": "tests/runtime/contract/test_repair_operations_contract.py", @@ -5360,7 +13608,7 @@ "_callable": true, "_origin": "ast", "community": 52, - "community_name": "config.py", + "community_name": "create_schema_registry", "file_type": "code", "norm_label": "test_runtime_config_fixture_loads_successfully()", "source_file": "tests/runtime/contract/test_runtime_config_contract.py", @@ -5372,7 +13620,7 @@ "_callable": true, "_origin": "ast", "community": 52, - "community_name": "config.py", + "community_name": "create_schema_registry", "file_type": "code", "norm_label": "test_runtime_config_rejects_powerful_models()", "source_file": "tests/runtime/contract/test_runtime_config_contract.py", @@ -5384,23 +13632,23 @@ "_callable": true, "_origin": "ast", "community": 52, - "community_name": "config.py", + "community_name": "create_schema_registry", "file_type": "code", "norm_label": "test_runtime_config_schema_validation_valid()", "source_file": "tests/runtime/contract/test_runtime_config_contract.py", "source_location": "L14" }, { - "id": "tests_runtime_quality_test_no_powerful_models_test_runtime_config_strictly_cheap_models", - "label": "test_runtime_config_strictly_cheap_models()", + "id": "src_runtime_observability_langfuse_tracer_langfuseruntimetracer_record_trace", + "label": ".record_trace()", "_callable": true, "_origin": "ast", - "community": 52, - "community_name": "config.py", + "community": 522, + "community_name": ".record_trace", "file_type": "code", - "norm_label": "test_runtime_config_strictly_cheap_models()", - "source_file": "tests/runtime/quality/test_no_powerful_models.py", - "source_location": "L18" + "norm_label": ".record_trace()", + "source_file": "src/runtime/observability/langfuse_tracer.py", + "source_location": "L51" }, { "id": "scripts_extract_article_contents_articlecrawler_close", @@ -6146,13 +14394,49 @@ "source_file": "tests/tools/test_extract_google_news.py", "source_location": "L86" }, + { + "id": "src_runtime_core_config_calculate_exact_file_sha256", + "label": "calculate_exact_file_sha256()", + "_callable": true, + "_origin": "ast", + "community": 99, + "community_name": "config.py", + "file_type": "code", + "norm_label": "calculate_exact_file_sha256()", + "source_file": "src/runtime/core/config.py", + "source_location": "L111" + }, + { + "id": "src_runtime_core_config_load_runtime_config", + "label": "load_runtime_config()", + "_callable": true, + "_origin": "ast", + "community": 99, + "community_name": "config.py", + "file_type": "code", + "norm_label": "load_runtime_config()", + "source_file": "src/runtime/core/config.py", + "source_location": "L154" + }, + { + "id": "src_runtime_core_config_validate_certified_models", + "label": "validate_certified_models()", + "_callable": true, + "_origin": "ast", + "community": 99, + "community_name": "config.py", + "file_type": "code", + "norm_label": "validate_certified_models()", + "source_file": "src/runtime/core/config.py", + "source_location": "L138" + }, { "id": "src_runtime_gateway_adapters_deepseekadapter_execute_call", "label": ".execute_call()", "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": ".execute_call()", "source_file": "src/runtime/gateway/adapters.py", @@ -6164,7 +14448,7 @@ "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": ".__init__()", "source_file": "src/runtime/gateway/adapters.py", @@ -6176,7 +14460,7 @@ "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": ".execute_call()", "source_file": "src/runtime/gateway/adapters.py", @@ -6188,7 +14472,7 @@ "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": ".__init__()", "source_file": "src/runtime/gateway/adapters.py", @@ -6200,7 +14484,7 @@ "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": ".execute_call()", "source_file": "src/runtime/gateway/adapters.py", @@ -6212,7 +14496,7 @@ "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": ".__init__()", "source_file": "src/runtime/gateway/adapters.py", @@ -6224,7 +14508,7 @@ "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": ".execute_call()", "source_file": "src/runtime/gateway/adapters.py", @@ -6236,7 +14520,7 @@ "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": ".__init__()", "source_file": "src/runtime/gateway/adapters.py", @@ -6248,7 +14532,7 @@ "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": ".calculate_cost()", "source_file": "src/runtime/gateway/client.py", @@ -6260,7 +14544,7 @@ "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "._execute_role_with_retries()", "source_file": "src/runtime/gateway/client.py", @@ -6272,7 +14556,7 @@ "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": ".execute_structured_call()", "source_file": "src/runtime/gateway/client.py", @@ -6284,7 +14568,7 @@ "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": ".__init__()", "source_file": "src/runtime/gateway/client.py", @@ -6296,55 +14580,55 @@ "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": ".register_adapter()", "source_file": "src/runtime/gateway/client.py", "source_location": "L50" }, + { + "id": "src_runtime_observability_langfuse_tracer_langfuseruntimetracer_init", + "label": ".__init__()", + "_callable": true, + "_origin": "ast", + "community": 99, + "community_name": "config.py", + "file_type": "code", + "norm_label": ".__init__()", + "source_file": "src/runtime/observability/langfuse_tracer.py", + "source_location": "L30" + }, + { + "id": "src_runtime_observability_langfuse_tracer_langfuseruntimetracer_init_client", + "label": "._init_client()", + "_callable": true, + "_origin": "ast", + "community": 99, + "community_name": "config.py", + "file_type": "code", + "norm_label": "._init_client()", + "source_file": "src/runtime/observability/langfuse_tracer.py", + "source_location": "L39" + }, { "id": "tests_runtime_fault_injection_test_gateway_faults_create_fault_test_config", "label": "create_fault_test_config()", "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "create_fault_test_config()", "source_file": "tests/runtime/fault_injection/test_gateway_faults.py", "source_location": "L45" }, - { - "id": "tests_runtime_fault_injection_test_gateway_faults_faultymockadapter_execute_call", - "label": ".execute_call()", - "_callable": true, - "_origin": "ast", - "community": 99, - "community_name": "ModelGatewayClient", - "file_type": "code", - "norm_label": ".execute_call()", - "source_file": "tests/runtime/fault_injection/test_gateway_faults.py", - "source_location": "L28" - }, - { - "id": "tests_runtime_fault_injection_test_gateway_faults_faultymockadapter_init", - "label": ".__init__()", - "_callable": true, - "_origin": "ast", - "community": 99, - "community_name": "ModelGatewayClient", - "file_type": "code", - "norm_label": ".__init__()", - "source_file": "tests/runtime/fault_injection/test_gateway_faults.py", - "source_location": "L23" - }, { "id": "tests_runtime_fault_injection_test_gateway_faults_test_gateway_fault_http_429_rate_limit_and_fallback", "label": "test_gateway_fault_http_429_rate_limit_and_fallback()", "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "test_gateway_fault_http_429_rate_limit_and_fallback()", "source_file": "tests/runtime/fault_injection/test_gateway_faults.py", @@ -6356,67 +14640,67 @@ "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "test_gateway_fault_http_500_server_error_and_fallback()", "source_file": "tests/runtime/fault_injection/test_gateway_faults.py", "source_location": "L122" }, + { + "id": "tests_runtime_integration_test_operations_resilience_test_certified_model_rotation_resilience", + "label": "test_certified_model_rotation_resilience()", + "_callable": true, + "_origin": "ast", + "community": 99, + "community_name": "config.py", + "file_type": "code", + "norm_label": "test_certified_model_rotation_resilience()", + "source_file": "tests/runtime/integration/test_operations_resilience.py", + "source_location": "L6" + }, { "id": "tests_runtime_quality_test_cost_budget_test_per_article_cost_within_budget", "label": "test_per_article_cost_within_budget()", "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "test_per_article_cost_within_budget()", "source_file": "tests/runtime/quality/test_cost_budget.py", "source_location": "L6" }, + { + "id": "tests_runtime_unit_test_langfuse_tracer_test_tracer_offline_queues_to_sqlite", + "label": "test_tracer_offline_queues_to_sqlite()", + "_callable": true, + "_origin": "ast", + "community": 99, + "community_name": "config.py", + "file_type": "code", + "norm_label": "test_tracer_offline_queues_to_sqlite()", + "source_file": "tests/runtime/unit/test_langfuse_tracer.py", + "source_location": "L10" + }, { "id": "tests_runtime_unit_test_model_gateway_create_test_config", "label": "create_test_config()", "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "create_test_config()", "source_file": "tests/runtime/unit/test_model_gateway.py", "source_location": "L43" }, - { - "id": "tests_runtime_unit_test_model_gateway_mockprovideradapter_execute_call", - "label": ".execute_call()", - "_callable": true, - "_origin": "ast", - "community": 99, - "community_name": "ModelGatewayClient", - "file_type": "code", - "norm_label": ".execute_call()", - "source_file": "tests/runtime/unit/test_model_gateway.py", - "source_location": "L26" - }, - { - "id": "tests_runtime_unit_test_model_gateway_mockprovideradapter_init", - "label": ".__init__()", - "_callable": true, - "_origin": "ast", - "community": 99, - "community_name": "ModelGatewayClient", - "file_type": "code", - "norm_label": ".__init__()", - "source_file": "tests/runtime/unit/test_model_gateway.py", - "source_location": "L21" - }, { "id": "tests_runtime_unit_test_model_gateway_test_llm_pricing_calculation", "label": "test_llm_pricing_calculation()", "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "test_llm_pricing_calculation()", "source_file": "tests/runtime/unit/test_model_gateway.py", @@ -6428,7 +14712,7 @@ "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "test_llm_primary_success()", "source_file": "tests/runtime/unit/test_model_gateway.py", @@ -6440,7 +14724,7 @@ "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "test_llm_semantic_failure_failover_to_fallback()", "source_file": "tests/runtime/unit/test_model_gateway.py", @@ -6452,7 +14736,7 @@ "_callable": true, "_origin": "ast", "community": 99, - "community_name": "ModelGatewayClient", + "community_name": "config.py", "file_type": "code", "norm_label": "test_llm_transient_retry_and_recovery()", "source_file": "tests/runtime/unit/test_model_gateway.py", @@ -7119,6 +15403,17 @@ "source_file": ".agents/skills/speckit-tasks/SKILL.md", "source_location": "L11" }, + { + "id": "connection", + "label": "Connection", + "_origin": "ast", + "community": 100, + "community_name": "SQLiteStore", + "file_type": "code", + "norm_label": "connection", + "source_file": "", + "source_location": "" + }, { "id": "src_runtime_cli_reconcile", "label": "reconcile.py", @@ -7175,18 +15470,18 @@ "source_location": "" }, { - "id": "src_runtime_observability_langfuse_tracer", - "label": "langfuse_tracer.py", + "id": "src_runtime_storage_sqlite_store", + "label": "sqlite_store.py", "_origin": "ast", "community": 100, "community_name": "SQLiteStore", "file_type": "code", - "norm_label": "langfuse_tracer.py", - "source_file": "src/runtime/observability/langfuse_tracer.py", + "norm_label": "sqlite_store.py", + "source_file": "src/runtime/storage/sqlite_store.py", "source_location": "L1" }, { - "id": "src_runtime_observability_langfuse_tracer_py_any", + "id": "src_runtime_storage_sqlite_store_py_any", "label": "Any", "_origin": "ast", "community": 100, @@ -7197,15 +15492,15 @@ "source_location": "" }, { - "id": "src_runtime_storage_sqlite_store", - "label": "sqlite_store.py", + "id": "src_runtime_storage_sqlite_store_py_path", + "label": "Path", "_origin": "ast", "community": 100, "community_name": "SQLiteStore", "file_type": "code", - "norm_label": "sqlite_store.py", - "source_file": "src/runtime/storage/sqlite_store.py", - "source_location": "L1" + "norm_label": "path", + "source_file": "", + "source_location": "" }, { "id": "tests_runtime_integration_test_concurrency_claims", @@ -7251,17 +15546,6 @@ "source_file": "", "source_location": "" }, - { - "id": "tests_runtime_integration_test_operations_resilience", - "label": "test_operations_resilience.py", - "_origin": "ast", - "community": 100, - "community_name": "SQLiteStore", - "file_type": "code", - "norm_label": "test_operations_resilience.py", - "source_file": "tests/runtime/integration/test_operations_resilience.py", - "source_location": "L1" - }, { "id": "tests_runtime_integration_test_telemetry_degradation", "label": "test_telemetry_degradation.py", @@ -7284,28 +15568,6 @@ "source_file": "", "source_location": "" }, - { - "id": "tests_runtime_unit_test_langfuse_tracer", - "label": "test_langfuse_tracer.py", - "_origin": "ast", - "community": 100, - "community_name": "SQLiteStore", - "file_type": "code", - "norm_label": "test_langfuse_tracer.py", - "source_file": "tests/runtime/unit/test_langfuse_tracer.py", - "source_location": "L1" - }, - { - "id": "tests_runtime_unit_test_langfuse_tracer_py_path", - "label": "Path", - "_origin": "ast", - "community": 100, - "community_name": "SQLiteStore", - "file_type": "code", - "norm_label": "path", - "source_file": "", - "source_location": "" - }, { "id": "tests_runtime_unit_test_sqlite_store", "label": "test_sqlite_store.py", @@ -7350,28 +15612,6 @@ "source_file": "src/runtime/cli/telemetry_flush.py", "source_location": "L1" }, - { - "id": "src_runtime_observability_langfuse_tracer_rationale_1", - "label": "Direct Langfuse observability tracer, span manager, and offline queue.", - "_origin": "ast", - "community": 100, - "community_name": "SQLiteStore", - "file_type": "rationale", - "norm_label": "direct langfuse observability tracer, span manager, and offline queue.", - "source_file": "src/runtime/observability/langfuse_tracer.py", - "source_location": "L1" - }, - { - "id": "src_runtime_observability_langfuse_tracer_rationale_61", - "label": "Records a trace with 8 stable spans, generations, and metrics. If Langfuse is\u2026", - "_origin": "ast", - "community": 100, - "community_name": "SQLiteStore", - "file_type": "rationale", - "norm_label": "records a trace with 8 stable spans, generations, and metrics. if langfuse is...", - "source_file": "src/runtime/observability/langfuse_tracer.py", - "source_location": "L61" - }, { "id": "src_runtime_storage_sqlite_store_rationale_1", "label": "SQLite WAL storage, state persistence, atomic fingerprint claim, and native\u2026", @@ -7383,6 +15623,50 @@ "source_file": "src/runtime/storage/sqlite_store.py", "source_location": "L1" }, + { + "id": "src_runtime_storage_sqlite_store_rationale_140", + "label": "Records a state transition for the given fingerprint atomically.", + "_origin": "ast", + "community": 100, + "community_name": "SQLiteStore", + "file_type": "rationale", + "norm_label": "records a state transition for the given fingerprint atomically.", + "source_file": "src/runtime/storage/sqlite_store.py", + "source_location": "L140" + }, + { + "id": "src_runtime_storage_sqlite_store_rationale_214", + "label": "Native SQLite backup API creating a consistent point-in-time database snapshot.", + "_origin": "ast", + "community": 100, + "community_name": "SQLiteStore", + "file_type": "rationale", + "norm_label": "native sqlite backup api creating a consistent point-in-time database snapshot.", + "source_file": "src/runtime/storage/sqlite_store.py", + "source_location": "L214" + }, + { + "id": "src_runtime_storage_sqlite_store_rationale_222", + "label": "Native SQLite restore API overwriting the current database from a snapshot.", + "_origin": "ast", + "community": 100, + "community_name": "SQLiteStore", + "file_type": "rationale", + "norm_label": "native sqlite restore api overwriting the current database from a snapshot.", + "source_file": "src/runtime/storage/sqlite_store.py", + "source_location": "L222" + }, + { + "id": "src_runtime_storage_sqlite_store_rationale_80", + "label": "Atomically claims execution for a fingerprint. Returns: (is_new_claim,\u2026", + "_origin": "ast", + "community": 100, + "community_name": "SQLiteStore", + "file_type": "rationale", + "norm_label": "atomically claims execution for a fingerprint. returns: (is_new_claim,...", + "source_file": "src/runtime/storage/sqlite_store.py", + "source_location": "L80" + }, { "id": "tests_runtime_integration_test_concurrency_claims_rationale_1", "label": "High-contention concurrency test verifying atomic claims with 8+ parallel\u2026", @@ -7427,17 +15711,6 @@ "source_file": "tests/runtime/integration/test_crash_reconciliation.py", "source_location": "L14" }, - { - "id": "tests_runtime_integration_test_operations_resilience_rationale_1", - "label": "Integration tests for operational resilience and rotations.", - "_origin": "ast", - "community": 100, - "community_name": "SQLiteStore", - "file_type": "rationale", - "norm_label": "integration tests for operational resilience and rotations.", - "source_file": "tests/runtime/integration/test_operations_resilience.py", - "source_location": "L1" - }, { "id": "tests_runtime_integration_test_telemetry_degradation_rationale_1", "label": "Integration test for telemetry degradation and atomic flush.", @@ -7449,17 +15722,6 @@ "source_file": "tests/runtime/integration/test_telemetry_degradation.py", "source_location": "L1" }, - { - "id": "tests_runtime_unit_test_langfuse_tracer_rationale_1", - "label": "Unit tests for Langfuse tracer and offline queue covering OBS-001 to OBS-011.", - "_origin": "ast", - "community": 100, - "community_name": "SQLiteStore", - "file_type": "rationale", - "norm_label": "unit tests for langfuse tracer and offline queue covering obs-001 to obs-011.", - "source_file": "tests/runtime/unit/test_langfuse_tracer.py", - "source_location": "L1" - }, { "id": "tests_runtime_unit_test_sqlite_store_rationale_1", "label": "Unit tests for SQLite WAL state persistence and native backup/restore.", @@ -7471,17 +15733,6 @@ "source_file": "tests/runtime/unit/test_sqlite_store.py", "source_location": "L1" }, - { - "id": "classify", - "label": "classify.py", - "_origin": "ast", - "community": 101, - "community_name": "main", - "file_type": "code", - "norm_label": "classify.py", - "source_file": "classify.py", - "source_location": "L1" - }, { "id": "classify_py_namespace", "label": "Namespace", @@ -7493,28 +15744,6 @@ "source_file": "", "source_location": "" }, - { - "id": "src_tools_models_py_str", - "label": "str", - "_origin": "ast", - "community": 101, - "community_name": "main", - "file_type": "code", - "norm_label": "str", - "source_file": "", - "source_location": "" - }, - { - "id": "tests_tools_test_benchmark_24_py_parametrize", - "label": "parametrize", - "_origin": "ast", - "community": 101, - "community_name": "main", - "file_type": "code", - "norm_label": "parametrize", - "source_file": "", - "source_location": "" - }, { "id": "tests_tools_test_classify_exhaustive_suite_py_path", "label": "Path", @@ -10788,12 +19017,23 @@ "source_file": "tests/tools/test_select_article_extractor.py", "source_location": "L609" }, + { + "id": "src_tools_classifier", + "label": "classifier.py", + "_origin": "ast", + "community": 121, + "community_name": "classifier.py", + "file_type": "code", + "norm_label": "classifier.py", + "source_file": "src/tools/classifier.py", + "source_location": "L1" + }, { "id": "src_tools_language", "label": "language.py", "_origin": "ast", "community": 121, - "community_name": "detect_language", + "community_name": "classifier.py", "file_type": "code", "norm_label": "language.py", "source_file": "src/tools/language.py", @@ -10804,18 +19044,62 @@ "label": "test_language.py", "_origin": "ast", "community": 121, - "community_name": "detect_language", + "community_name": "classifier.py", "file_type": "code", "norm_label": "test_language.py", "source_file": "tests/tools/test_language.py", "source_location": "L1" }, + { + "id": "src_tools_classifier_rationale_1", + "label": "Core deterministic classification engine (Tier 1 core).", + "_origin": "ast", + "community": 121, + "community_name": "classifier.py", + "file_type": "rationale", + "norm_label": "core deterministic classification engine (tier 1 core).", + "source_file": "src/tools/classifier.py", + "source_location": "L1" + }, + { + "id": "src_tools_classifier_rationale_18", + "label": "Check if a normalized phrase appears in normalized text with word boundary\u2026", + "_origin": "ast", + "community": 121, + "community_name": "classifier.py", + "file_type": "rationale", + "norm_label": "check if a normalized phrase appears in normalized text with word boundary...", + "source_file": "src/tools/classifier.py", + "source_location": "L18" + }, + { + "id": "src_tools_classifier_rationale_31", + "label": "Count occurrences of a phrase in text.", + "_origin": "ast", + "community": 121, + "community_name": "classifier.py", + "file_type": "rationale", + "norm_label": "count occurrences of a phrase in text.", + "source_file": "src/tools/classifier.py", + "source_location": "L31" + }, + { + "id": "src_tools_classifier_rationale_66", + "label": "Classify inherence of content against an ECP snapshot.", + "_origin": "ast", + "community": 121, + "community_name": "classifier.py", + "file_type": "rationale", + "norm_label": "classify inherence of content against an ecp snapshot.", + "source_file": "src/tools/classifier.py", + "source_location": "L66" + }, { "id": "src_tools_language_rationale_1", "label": "Lightweight multilingual language detection and text normalization.", "_origin": "ast", "community": 121, - "community_name": "detect_language", + "community_name": "classifier.py", "file_type": "rationale", "norm_label": "lightweight multilingual language detection and text normalization.", "source_file": "src/tools/language.py", @@ -10826,7 +19110,7 @@ "label": "Normalize text by converting to lowercase and stripping combining diacritical\u2026", "_origin": "ast", "community": 121, - "community_name": "detect_language", + "community_name": "classifier.py", "file_type": "rationale", "norm_label": "normalize text by converting to lowercase and stripping combining diacritical...", "source_file": "src/tools/language.py", @@ -10837,7 +19121,7 @@ "label": "Tokenize text into lowercase alphanumeric words.", "_origin": "ast", "community": 121, - "community_name": "detect_language", + "community_name": "classifier.py", "file_type": "rationale", "norm_label": "tokenize text into lowercase alphanumeric words.", "source_file": "src/tools/language.py", @@ -10848,7 +19132,7 @@ "label": "Detect the ISO-639-1 language code of text among supported languages (pt, en,\u2026", "_origin": "ast", "community": 121, - "community_name": "detect_language", + "community_name": "classifier.py", "file_type": "rationale", "norm_label": "detect the iso-639-1 language code of text among supported languages (pt, en,...", "source_file": "src/tools/language.py", @@ -10859,7 +19143,7 @@ "label": "Unit tests for language detection and text normalization.", "_origin": "ast", "community": 121, - "community_name": "detect_language", + "community_name": "classifier.py", "file_type": "rationale", "norm_label": "unit tests for language detection and text normalization.", "source_file": "tests/tools/test_language.py", @@ -12373,6 +20657,54 @@ "source_file": "docs/prd_convert_json_markdown.md", "source_location": "L327" }, + { + "id": "docs_prd_convert_json_markdown_13_1_testes_unit\u00e1rios", + "label": "13.1 Testes unit\u00e1rios", + "_origin": "ast", + "community": 134, + "community_name": "PRD \u2014 Convers\u00e3o de artigo JSON para Markdown", + "file_type": "document", + "node_kind": "heading", + "norm_label": "13.1 testes unitarios", + "source_file": "docs/prd_convert_json_markdown.md", + "source_location": "L456" + }, + { + "id": "docs_prd_convert_json_markdown_13_2_testes_de_integra\u00e7\u00e3o_do_cli", + "label": "13.2 Testes de integra\u00e7\u00e3o do CLI", + "_origin": "ast", + "community": 134, + "community_name": "PRD \u2014 Convers\u00e3o de artigo JSON para Markdown", + "file_type": "document", + "node_kind": "heading", + "norm_label": "13.2 testes de integracao do cli", + "source_file": "docs/prd_convert_json_markdown.md", + "source_location": "L471" + }, + { + "id": "docs_prd_convert_json_markdown_13_3_casos_de_resultado_esperado", + "label": "13.3 Casos de resultado esperado", + "_origin": "ast", + "community": 134, + "community_name": "PRD \u2014 Convers\u00e3o de artigo JSON para Markdown", + "file_type": "document", + "node_kind": "heading", + "norm_label": "13.3 casos de resultado esperado", + "source_file": "docs/prd_convert_json_markdown.md", + "source_location": "L481" + }, + { + "id": "docs_prd_convert_json_markdown_13_estrat\u00e9gia_de_testes", + "label": "13. Estrat\u00e9gia de testes", + "_origin": "ast", + "community": 134, + "community_name": "PRD \u2014 Convers\u00e3o de artigo JSON para Markdown", + "file_type": "document", + "node_kind": "heading", + "norm_label": "13. estrategia de testes", + "source_file": "docs/prd_convert_json_markdown.md", + "source_location": "L454" + }, { "id": "docs_prd_convert_json_markdown_14_definition_of_done", "label": "14. Definition of Done", @@ -12445,6 +20777,42 @@ "source_file": "docs/prd_convert_json_markdown.md", "source_location": "L28" }, + { + "id": "docs_prd_convert_json_markdown_5_1_inclu\u00eddo", + "label": "5.1 Inclu\u00eddo", + "_origin": "ast", + "community": 134, + "community_name": "PRD \u2014 Convers\u00e3o de artigo JSON para Markdown", + "file_type": "document", + "node_kind": "heading", + "norm_label": "5.1 incluido", + "source_file": "docs/prd_convert_json_markdown.md", + "source_location": "L34" + }, + { + "id": "docs_prd_convert_json_markdown_5_2_fora_do_escopo", + "label": "5.2 Fora do escopo", + "_origin": "ast", + "community": 134, + "community_name": "PRD \u2014 Convers\u00e3o de artigo JSON para Markdown", + "file_type": "document", + "node_kind": "heading", + "norm_label": "5.2 fora do escopo", + "source_file": "docs/prd_convert_json_markdown.md", + "source_location": "L47" + }, + { + "id": "docs_prd_convert_json_markdown_5_escopo", + "label": "5. Escopo", + "_origin": "ast", + "community": 134, + "community_name": "PRD \u2014 Convers\u00e3o de artigo JSON para Markdown", + "file_type": "document", + "node_kind": "heading", + "norm_label": "5. escopo", + "source_file": "docs/prd_convert_json_markdown.md", + "source_location": "L32" + }, { "id": "docs_prd_convert_json_markdown_7_1_arquivo", "label": "7.1 Arquivo", @@ -12481,6 +20849,66 @@ "source_file": "docs/prd_convert_json_markdown.md", "source_location": "L97" }, + { + "id": "docs_prd_convert_json_markdown_9_1_script", + "label": "9.1 Script", + "_origin": "ast", + "community": 134, + "community_name": "PRD \u2014 Convers\u00e3o de artigo JSON para Markdown", + "file_type": "document", + "node_kind": "heading", + "norm_label": "9.1 script", + "source_file": "docs/prd_convert_json_markdown.md", + "source_location": "L292" + }, + { + "id": "docs_prd_convert_json_markdown_9_2_argumentos", + "label": "9.2 Argumentos", + "_origin": "ast", + "community": 134, + "community_name": "PRD \u2014 Convers\u00e3o de artigo JSON para Markdown", + "file_type": "document", + "node_kind": "heading", + "norm_label": "9.2 argumentos", + "source_file": "docs/prd_convert_json_markdown.md", + "source_location": "L296" + }, + { + "id": "docs_prd_convert_json_markdown_9_3_exemplos", + "label": "9.3 Exemplos", + "_origin": "ast", + "community": 134, + "community_name": "PRD \u2014 Convers\u00e3o de artigo JSON para Markdown", + "file_type": "document", + "node_kind": "heading", + "norm_label": "9.3 exemplos", + "source_file": "docs/prd_convert_json_markdown.md", + "source_location": "L305" + }, + { + "id": "docs_prd_convert_json_markdown_9_4_sa\u00edda_do_processo", + "label": "9.4 Sa\u00edda do processo", + "_origin": "ast", + "community": 134, + "community_name": "PRD \u2014 Convers\u00e3o de artigo JSON para Markdown", + "file_type": "document", + "node_kind": "heading", + "norm_label": "9.4 saida do processo", + "source_file": "docs/prd_convert_json_markdown.md", + "source_location": "L319" + }, + { + "id": "docs_prd_convert_json_markdown_9_interface_cli", + "label": "9. Interface CLI", + "_origin": "ast", + "community": 134, + "community_name": "PRD \u2014 Convers\u00e3o de artigo JSON para Markdown", + "file_type": "document", + "node_kind": "heading", + "norm_label": "9. interface cli", + "source_file": "docs/prd_convert_json_markdown.md", + "source_location": "L290" + }, { "id": "docs_prd_convert_json_markdown_prd_convers\u00e3o_de_artigo_json_para_markdown", "label": "PRD \u2014 Convers\u00e3o de artigo JSON para Markdown", @@ -13888,64 +22316,125 @@ "source_location": "L1" }, { - "id": "docs_prd_convert_json_markdown_9_1_script", - "label": "9.1 Script", + "id": "agents_skills_archify_delta_architecture_delta", + "label": "architecture-delta.mjs", "_origin": "ast", "community": 148, - "community_name": "9. Interface CLI", - "file_type": "document", - "node_kind": "heading", - "norm_label": "9.1 script", - "source_file": "docs/prd_convert_json_markdown.md", - "source_location": "L292" + "community_name": "architecture-delta.mjs", + "file_type": "code", + "norm_label": "architecture-delta.mjs", + "source_file": ".agents/skills/archify/delta/architecture-delta.mjs", + "source_location": "L1" }, { - "id": "docs_prd_convert_json_markdown_9_2_argumentos", - "label": "9.2 Argumentos", + "id": "agents_skills_archify_delta_architecture_delta_boundary_fields", + "label": "BOUNDARY_FIELDS", "_origin": "ast", "community": 148, - "community_name": "9. Interface CLI", - "file_type": "document", - "node_kind": "heading", - "norm_label": "9.2 argumentos", - "source_file": "docs/prd_convert_json_markdown.md", - "source_location": "L296" + "community_name": "architecture-delta.mjs", + "file_type": "code", + "norm_label": "boundary_fields", + "source_file": ".agents/skills/archify/delta/architecture-delta.mjs", + "source_location": "L161" }, { - "id": "docs_prd_convert_json_markdown_9_3_exemplos", - "label": "9.3 Exemplos", + "id": "agents_skills_archify_delta_architecture_delta_component_fields", + "label": "COMPONENT_FIELDS", "_origin": "ast", "community": 148, - "community_name": "9. Interface CLI", - "file_type": "document", - "node_kind": "heading", - "norm_label": "9.3 exemplos", - "source_file": "docs/prd_convert_json_markdown.md", - "source_location": "L305" + "community_name": "architecture-delta.mjs", + "file_type": "code", + "norm_label": "component_fields", + "source_file": ".agents/skills/archify/delta/architecture-delta.mjs", + "source_location": "L151" }, { - "id": "docs_prd_convert_json_markdown_9_4_sa\u00edda_do_processo", - "label": "9.4 Sa\u00edda do processo", + "id": "agents_skills_archify_delta_architecture_delta_connection_fields", + "label": "CONNECTION_FIELDS", "_origin": "ast", "community": 148, - "community_name": "9. Interface CLI", - "file_type": "document", - "node_kind": "heading", - "norm_label": "9.4 saida do processo", - "source_file": "docs/prd_convert_json_markdown.md", - "source_location": "L319" + "community_name": "architecture-delta.mjs", + "file_type": "code", + "norm_label": "connection_fields", + "source_file": ".agents/skills/archify/delta/architecture-delta.mjs", + "source_location": "L156" }, { - "id": "docs_prd_convert_json_markdown_9_interface_cli", - "label": "9. Interface CLI", + "id": "agents_skills_archify_test_architecture_delta_test", + "label": "architecture-delta.test.mjs", "_origin": "ast", "community": 148, - "community_name": "9. Interface CLI", - "file_type": "document", - "node_kind": "heading", - "norm_label": "9. interface cli", - "source_file": "docs/prd_convert_json_markdown.md", - "source_location": "L290" + "community_name": "architecture-delta.mjs", + "file_type": "code", + "norm_label": "architecture-delta.test.mjs", + "source_file": ".agents/skills/archify/test/architecture-delta.test.mjs", + "source_location": "L1" + }, + { + "id": "agents_skills_archify_test_architecture_delta_test_basefixture", + "label": "baseFixture", + "_origin": "ast", + "community": 148, + "community_name": "architecture-delta.mjs", + "file_type": "code", + "norm_label": "basefixture", + "source_file": ".agents/skills/archify/test/architecture-delta.test.mjs", + "source_location": "L19" + }, + { + "id": "agents_skills_archify_test_architecture_delta_test_cli", + "label": "cli", + "_origin": "ast", + "community": 148, + "community_name": "architecture-delta.mjs", + "file_type": "code", + "norm_label": "cli", + "source_file": ".agents/skills/archify/test/architecture-delta.test.mjs", + "source_location": "L18" + }, + { + "id": "agents_skills_archify_test_architecture_delta_test_dirname", + "label": "__dirname", + "_origin": "ast", + "community": 148, + "community_name": "architecture-delta.mjs", + "file_type": "code", + "norm_label": "__dirname", + "source_file": ".agents/skills/archify/test/architecture-delta.test.mjs", + "source_location": "L16" + }, + { + "id": "agents_skills_archify_test_architecture_delta_test_headfixture", + "label": "headFixture", + "_origin": "ast", + "community": 148, + "community_name": "architecture-delta.mjs", + "file_type": "code", + "norm_label": "headfixture", + "source_file": ".agents/skills/archify/test/architecture-delta.test.mjs", + "source_location": "L20" + }, + { + "id": "agents_skills_archify_test_architecture_delta_test_skillroot", + "label": "skillRoot", + "_origin": "ast", + "community": 148, + "community_name": "architecture-delta.mjs", + "file_type": "code", + "norm_label": "skillroot", + "source_file": ".agents/skills/archify/test/architecture-delta.test.mjs", + "source_location": "L17" + }, + { + "id": "agents_skills_archify_test_architecture_delta_test_tmp", + "label": "tmp", + "_origin": "ast", + "community": 148, + "community_name": "architecture-delta.mjs", + "file_type": "code", + "norm_label": "tmp", + "source_file": ".agents/skills/archify/test/architecture-delta.test.mjs", + "source_location": "L21" }, { "id": "tests_tools_test_convert_article_to_markdown", @@ -14210,52 +22699,279 @@ "source_location": "L13" }, { - "id": "docs_prd_convert_json_markdown_13_1_testes_unit\u00e1rios", - "label": "13.1 Testes unit\u00e1rios", + "id": "agents_skills_archify_renderers_architecture_grid", + "label": "grid.mjs", "_origin": "ast", "community": 150, - "community_name": "13. Estrat\u00e9gia de testes", - "file_type": "document", - "node_kind": "heading", - "norm_label": "13.1 testes unitarios", - "source_file": "docs/prd_convert_json_markdown.md", - "source_location": "L456" + "community_name": "render-architecture.mjs", + "file_type": "code", + "norm_label": "grid.mjs", + "source_file": ".agents/skills/archify/renderers/architecture/grid.mjs", + "source_location": "L1" }, { - "id": "docs_prd_convert_json_markdown_13_2_testes_de_integra\u00e7\u00e3o_do_cli", - "label": "13.2 Testes de integra\u00e7\u00e3o do CLI", + "id": "agents_skills_archify_renderers_architecture_grid_default_grid", + "label": "DEFAULT_GRID", "_origin": "ast", "community": 150, - "community_name": "13. Estrat\u00e9gia de testes", - "file_type": "document", - "node_kind": "heading", - "norm_label": "13.2 testes de integracao do cli", - "source_file": "docs/prd_convert_json_markdown.md", - "source_location": "L471" + "community_name": "render-architecture.mjs", + "file_type": "code", + "norm_label": "default_grid", + "source_file": ".agents/skills/archify/renderers/architecture/grid.mjs", + "source_location": "L3" }, { - "id": "docs_prd_convert_json_markdown_13_3_casos_de_resultado_esperado", - "label": "13.3 Casos de resultado esperado", + "id": "agents_skills_archify_renderers_architecture_render_architecture", + "label": "render-architecture.mjs", "_origin": "ast", "community": 150, - "community_name": "13. Estrat\u00e9gia de testes", - "file_type": "document", - "node_kind": "heading", - "norm_label": "13.3 casos de resultado esperado", - "source_file": "docs/prd_convert_json_markdown.md", - "source_location": "L481" + "community_name": "render-architecture.mjs", + "file_type": "code", + "norm_label": "render-architecture.mjs", + "source_file": ".agents/skills/archify/renderers/architecture/render-architecture.mjs", + "source_location": "L1" }, { - "id": "docs_prd_convert_json_markdown_13_estrat\u00e9gia_de_testes", - "label": "13. Estrat\u00e9gia de testes", + "id": "agents_skills_archify_renderers_architecture_render_architecture_architecturelegendentries", + "label": "architectureLegendEntries", "_origin": "ast", "community": 150, - "community_name": "13. 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"id": "src_runtime_cli_smoke", - "label": "smoke.py", + "id": "src_runtime_core_fingerprint", + "label": "fingerprint.py", "_origin": "ast", "community": 159, "community_name": "consolidate.py", "file_type": "code", - "norm_label": "smoke.py", - "source_file": "src/runtime/cli/smoke.py", + "norm_label": "fingerprint.py", + "source_file": "src/runtime/core/fingerprint.py", "source_location": "L1" }, { - "id": "src_runtime_cli_smoke_py_any", + "id": "src_runtime_core_fingerprint_py_any", "label": "Any", "_origin": "ast", "community": 159, @@ -15163,7 +23920,29 @@ "source_location": "" }, { - "id": "src_runtime_cli_smoke_py_path", + "id": "src_runtime_storage_file_store", + "label": "file_store.py", + "_origin": "ast", + "community": 159, + "community_name": "consolidate.py", + "file_type": "code", + "norm_label": "file_store.py", + "source_file": "src/runtime/storage/file_store.py", + "source_location": "L1" + }, + { + "id": "src_runtime_storage_file_store_py_any", + "label": "Any", + "_origin": "ast", + "community": 159, + "community_name": "consolidate.py", + "file_type": "code", + "norm_label": "any", + "source_file": "", + "source_location": "" + }, + { + "id": "src_runtime_storage_file_store_py_path", "label": "Path", "_origin": "ast", "community": 159, @@ -15174,38 +23953,16 @@ "source_location": "" }, { - "id": "src_runtime_core_state_machine", - "label": "state_machine.py", + "id": "tests_runtime_contract_test_manifest_output_contract", + "label": "test_manifest_output_contract.py", "_origin": "ast", "community": 159, "community_name": "consolidate.py", "file_type": "code", - "norm_label": "state_machine.py", - "source_file": "src/runtime/core/state_machine.py", + "norm_label": "test_manifest_output_contract.py", + "source_file": "tests/runtime/contract/test_manifest_output_contract.py", "source_location": "L1" }, - { - "id": "src_runtime_core_state_machine_py_enum", - "label": "Enum", - "_origin": "ast", - "community": 159, - "community_name": "consolidate.py", - "file_type": "code", - "norm_label": "enum", - "source_file": "", - "source_location": "" - }, - { - "id": "src_runtime_core_state_machine_py_str", - "label": "str", - "_origin": "ast", - "community": 159, - "community_name": "consolidate.py", - "file_type": "code", - "norm_label": "str", - "source_file": "", - "source_location": "" - 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"id": "src_runtime_cli_smoke_rationale_1", - "label": "Smoke test execution CLI.", + "id": "src_runtime_core_fingerprint_rationale_1", + "label": "Deterministic canonical SHA-256 execution fingerprint calculator. Computes a\u2026", "_origin": "ast", "community": 159, "community_name": "consolidate.py", "file_type": "rationale", - "norm_label": "smoke test execution cli.", - "source_file": "src/runtime/cli/smoke.py", + "norm_label": "deterministic canonical sha-256 execution fingerprint calculator. computes a...", + "source_file": "src/runtime/core/fingerprint.py", "source_location": "L1" }, { - "id": "src_runtime_core_state_machine_rationale_1", - "label": "Explicit Python state machine for runtime article consolidation lifecycle.", + "id": "src_runtime_core_fingerprint_rationale_29", + "label": "Calculates a deterministic 64-character SHA-256 fingerprint for the execution.", "_origin": "ast", "community": 159, "community_name": "consolidate.py", "file_type": "rationale", - "norm_label": "explicit python state machine for runtime article consolidation lifecycle.", - "source_file": "src/runtime/core/state_machine.py", - "source_location": "L1" + "norm_label": "calculates a deterministic 64-character sha-256 fingerprint for the execution.", + "source_file": "src/runtime/core/fingerprint.py", + "source_location": "L29" }, { "id": "src_runtime_gateway_adapters_rationale_13", @@ -15305,6 +24084,61 @@ "source_file": "src/runtime/gateway/adapters.py", "source_location": "L13" }, + { + "id": "src_runtime_storage_file_store_rationale_1", + "label": "Atomic filesystem writer and shared manifest generator. Enforces: - Writing\u2026", + "_origin": "ast", + "community": 159, + "community_name": "consolidate.py", + "file_type": "rationale", + "norm_label": "atomic filesystem writer and shared manifest generator. enforces: - writing...", + "source_file": "src/runtime/storage/file_store.py", + "source_location": "L1" + }, + { + "id": "src_runtime_storage_file_store_rationale_108", + "label": "Generates an output manifest adhering strictly to manifest-output.schema.json.", + "_origin": "ast", + "community": 159, + "community_name": "consolidate.py", + "file_type": "rationale", + "norm_label": "generates an output manifest adhering strictly to manifest-output.schema.json.", + "source_file": "src/runtime/storage/file_store.py", + "source_location": "L108" + }, + { + "id": "src_runtime_storage_file_store_rationale_138", + "label": "Persists a manifest dictionary as .result.json atomically.", + "_origin": "ast", + "community": 159, + "community_name": "consolidate.py", + "file_type": "rationale", + "norm_label": "persists a manifest dictionary as .result.json atomically.", + "source_file": "src/runtime/storage/file_store.py", + "source_location": "L138" + }, + { + "id": "src_runtime_storage_file_store_rationale_43", + "label": "Writes content atomically to target_path using a temporary file in the same\u2026", + "_origin": "ast", + "community": 159, + "community_name": "consolidate.py", + "file_type": "rationale", + "norm_label": "writes content atomically to target_path using a temporary file in the same...", + "source_file": "src/runtime/storage/file_store.py", + "source_location": "L43" + }, + { + "id": "tests_runtime_contract_test_manifest_output_contract_rationale_1", + "label": "Contract tests for manifest-output.schema.json.", + "_origin": "ast", + "community": 159, + "community_name": "consolidate.py", + "file_type": "rationale", + "norm_label": "contract tests for manifest-output.schema.json.", + "source_file": "tests/runtime/contract/test_manifest_output_contract.py", + "source_location": "L1" + }, { "id": "tests_runtime_integration_test_ecp_rejection_flow_rationale_1", "label": "Integration test for ECP rejection producing zero Markdown files covering\u2026", @@ -15339,14 +24173,25 @@ "source_location": "L19" }, { - "id": "tests_runtime_unit_test_smoke_cli_rationale_1", - "label": "Unit tests for smoke test execution.", + "id": "tests_runtime_unit_test_file_store_rationale_1", + "label": "Unit tests for atomic file store and manifest generation covering scenarios\u2026", "_origin": "ast", "community": 159, "community_name": "consolidate.py", "file_type": "rationale", - "norm_label": "unit tests for smoke test execution.", - "source_file": "tests/runtime/unit/test_smoke_cli.py", + "norm_label": "unit tests for atomic file store and manifest generation covering scenarios...", + "source_file": "tests/runtime/unit/test_file_store.py", + "source_location": "L1" + }, + { + "id": "tests_runtime_unit_test_fingerprint_rationale_1", + "label": "Unit tests for deterministic fingerprint calculation covering scenarios ID-001\u2026", + "_origin": "ast", + "community": 159, + "community_name": "consolidate.py", + "file_type": "rationale", + "norm_label": "unit tests for deterministic fingerprint calculation covering scenarios id-001...", + "source_file": "tests/runtime/unit/test_fingerprint.py", "source_location": "L1" }, { @@ -15724,12 +24569,133 @@ "source_file": "tests/runtime/unit/test_enrichment_harness.py", "source_location": "L1" }, + { + "id": "agents_skills_archify_renderers_lifecycle_render_lifecycle", + "label": "render-lifecycle.mjs", + "_origin": "ast", + "community": 163, + "community_name": "render-lifecycle.mjs", + "file_type": "code", + "norm_label": "render-lifecycle.mjs", + "source_file": ".agents/skills/archify/renderers/lifecycle/render-lifecycle.mjs", + "source_location": "L1" + }, + { + "id": "agents_skills_archify_renderers_lifecycle_render_lifecycle_dirname", + "label": "__dirname", + "_origin": "ast", + "community": 163, + "community_name": "render-lifecycle.mjs", + "file_type": "code", + "norm_label": "__dirname", + "source_file": ".agents/skills/archify/renderers/lifecycle/render-lifecycle.mjs", + "source_location": "L41" + }, + { + "id": "agents_skills_archify_renderers_lifecycle_render_lifecycle_lanelabels", + "label": "laneLabels", + "_origin": "ast", + "community": 163, + "community_name": "render-lifecycle.mjs", + "file_type": "code", + "norm_label": "lanelabels", + "source_file": ".agents/skills/archify/renderers/lifecycle/render-lifecycle.mjs", + "source_location": "L130" + }, + { + "id": "agents_skills_archify_renderers_lifecycle_render_lifecycle_layout", + "label": "layout", + "_origin": "ast", + "community": 163, + "community_name": "render-lifecycle.mjs", + "file_type": "code", + "norm_label": "layout", + "source_file": ".agents/skills/archify/renderers/lifecycle/render-lifecycle.mjs", + "source_location": "L49" + }, + { + "id": "agents_skills_archify_renderers_lifecycle_render_lifecycle_legend_catalog", + "label": "LEGEND_CATALOG", + "_origin": "ast", + "community": 163, + "community_name": "render-lifecycle.mjs", + "file_type": "code", + "norm_label": "legend_catalog", + "source_file": ".agents/skills/archify/renderers/lifecycle/render-lifecycle.mjs", + "source_location": "L489" + }, + { + "id": "agents_skills_archify_renderers_lifecycle_render_lifecycle_pathcache", + "label": "pathCache", + "_origin": "ast", + "community": 163, + "community_name": "render-lifecycle.mjs", + "file_type": "code", + "norm_label": "pathcache", + "source_file": ".agents/skills/archify/renderers/lifecycle/render-lifecycle.mjs", + "source_location": "L380" + }, + { + "id": "agents_skills_archify_renderers_lifecycle_render_lifecycle_states", + "label": "states", + "_origin": "ast", + "community": 163, + "community_name": "render-lifecycle.mjs", + "file_type": "code", + "norm_label": "states", + "source_file": ".agents/skills/archify/renderers/lifecycle/render-lifecycle.mjs", + "source_location": "L129" + }, + { + "id": "agents_skills_archify_renderers_lifecycle_render_lifecycle_statesteps", + "label": "stateSteps", + "_origin": "ast", + "community": 163, + "community_name": "render-lifecycle.mjs", + "file_type": "code", + "norm_label": "statesteps", + "source_file": ".agents/skills/archify/renderers/lifecycle/render-lifecycle.mjs", + "source_location": "L131" + }, + { + "id": "agents_skills_archify_renderers_lifecycle_render_lifecycle_statetextfit", + "label": "stateTextFit", + "_origin": "ast", + "community": 163, + "community_name": "render-lifecycle.mjs", + "file_type": "code", + "norm_label": "statetextfit", + "source_file": ".agents/skills/archify/renderers/lifecycle/render-lifecycle.mjs", + "source_location": "L34" + }, + { + "id": "agents_skills_archify_renderers_lifecycle_render_lifecycle_textclass", + "label": "textClass", + "_origin": "ast", + "community": 163, + "community_name": "render-lifecycle.mjs", + "file_type": "code", + "norm_label": "textclass", + "source_file": ".agents/skills/archify/renderers/lifecycle/render-lifecycle.mjs", + "source_location": "L75" + }, + { + "id": "agents_skills_archify_renderers_lifecycle_render_lifecycle_typeclass", + "label": "typeClass", + "_origin": "ast", + "community": 163, + "community_name": "render-lifecycle.mjs", + "file_type": "code", + "norm_label": "typeclass", + "source_file": ".agents/skills/archify/renderers/lifecycle/render-lifecycle.mjs", + "source_location": "L64" + }, { "id": "src_runtime_candidate_parser", "label": "candidate/parser.py", "_origin": "ast", - "community": 163, - "community_name": "candidate/parser.py", + "community": 164, + "community_name": "hygiene/harness.py", "file_type": "code", "norm_label": "candidate/parser.py", "source_file": "src/runtime/candidate/parser.py", @@ -15739,123 +24705,13 @@ "id": "src_runtime_candidate_parser_py_any", "label": "Any", "_origin": "ast", - "community": 163, - "community_name": "candidate/parser.py", + "community": 164, + "community_name": "hygiene/harness.py", "file_type": "code", "norm_label": "any", "source_file": "", "source_location": "" }, - { - "id": "tests_runtime_load_test_load_100_art_per_hour", - "label": "test_load_100_art_per_hour.py", - "_origin": "ast", - "community": 163, - "community_name": "candidate/parser.py", - "file_type": "code", - "norm_label": "test_load_100_art_per_hour.py", - "source_file": "tests/runtime/load/test_load_100_art_per_hour.py", - "source_location": "L1" - }, - { - "id": "tests_runtime_unit_test_candidate_parser", - "label": "test_candidate_parser.py", - "_origin": "ast", - "community": 163, - "community_name": "candidate/parser.py", - "file_type": "code", - "norm_label": "test_candidate_parser.py", - "source_file": "tests/runtime/unit/test_candidate_parser.py", - "source_location": "L1" - }, - { - "id": "src_runtime_candidate_parser_rationale_1", - "label": "Structural candidate parser using DOM, CommonMark AST, and JSON-LD without\u2026", - "_origin": "ast", - "community": 163, - "community_name": "candidate/parser.py", - "file_type": "rationale", - "norm_label": "structural candidate parser using dom, commonmark ast, and json-ld without...", - "source_file": "src/runtime/candidate/parser.py", - "source_location": "L1" - }, - { - "id": "src_runtime_candidate_parser_rationale_123", - "label": "Parses raw extractor body text into candidate blocks using CommonMark AST.", - "_origin": "ast", - "community": 163, - "community_name": "candidate/parser.py", - "file_type": "rationale", - "norm_label": "parses raw extractor body text into candidate blocks using commonmark ast.", - "source_file": "src/runtime/candidate/parser.py", - "source_location": "L123" - }, - { - "id": "src_runtime_candidate_parser_rationale_17", - "label": "Normative priorities: trafilatura.canonical_url -> input_meta.url ->\u2026", - "_origin": "ast", - "community": 163, - "community_name": "candidate/parser.py", - "file_type": "rationale", - "norm_label": "normative priorities: trafilatura.canonical_url -> input_meta.url ->...", - "source_file": "src/runtime/candidate/parser.py", - "source_location": "L17" - }, - { - "id": "src_runtime_candidate_parser_rationale_214", - "label": "Builds the complete candidates payload conforming to candidates-\u2026", - "_origin": "ast", - "community": 163, - "community_name": "candidate/parser.py", - "file_type": "rationale", - "norm_label": "builds the complete candidates payload conforming to candidates-...", - "source_file": "src/runtime/candidate/parser.py", - "source_location": "L214" - }, - { - "id": "src_runtime_candidate_parser_rationale_42", - "label": "Extracts title, subtitle, and author candidates without delimiter-based author\u2026", - "_origin": "ast", - "community": 163, - "community_name": "candidate/parser.py", - "file_type": "rationale", - "norm_label": "extracts title, subtitle, and author candidates without delimiter-based author...", - "source_file": "src/runtime/candidate/parser.py", - "source_location": "L42" - }, - { - "id": "tests_runtime_load_test_load_100_art_per_hour_rationale_1", - "label": "Load test benchmark validating sustained throughput for 100 articles/hour.", - "_origin": "ast", - "community": 163, - "community_name": "candidate/parser.py", - "file_type": "rationale", - "norm_label": "load test benchmark validating sustained throughput for 100 articles/hour.", - "source_file": "tests/runtime/load/test_load_100_art_per_hour.py", - "source_location": "L1" - }, - { - "id": "tests_runtime_unit_test_candidate_parser_rationale_1", - "label": "Unit tests for candidate parsing without regex covering scenarios PAR-001 to\u2026", - "_origin": "ast", - "community": 163, - "community_name": "candidate/parser.py", - "file_type": "rationale", - "norm_label": "unit tests for candidate parsing without regex covering scenarios par-001 to...", - "source_file": "tests/runtime/unit/test_candidate_parser.py", - "source_location": "L1" - }, - { - "id": "src_runtime_hygiene_assembler", - "label": "assembler.py", - "_origin": "ast", - "community": 164, - "community_name": "hygiene/harness.py", - "file_type": "code", - "norm_label": "assembler.py", - "source_file": "src/runtime/hygiene/assembler.py", - "source_location": "L1" - }, { "id": "src_runtime_hygiene_harness", "label": "hygiene/harness.py", @@ -15867,6 +24723,17 @@ "source_file": "src/runtime/hygiene/harness.py", "source_location": "L1" }, + { + "id": "src_runtime_hygiene_harness_py_any", + "label": "Any", + "_origin": "ast", + "community": 164, + "community_name": "hygiene/harness.py", + "file_type": "code", + "norm_label": "any", + "source_file": "", + "source_location": "" + }, { "id": "src_runtime_hygiene_harness_py_valueerror", "label": "ValueError", @@ -15878,6 +24745,17 @@ "source_file": "", "source_location": "" }, + { + "id": "tests_runtime_load_test_load_100_art_per_hour", + "label": "test_load_100_art_per_hour.py", + "_origin": "ast", + "community": 164, + "community_name": "hygiene/harness.py", + "file_type": "code", + "norm_label": "test_load_100_art_per_hour.py", + "source_file": "tests/runtime/load/test_load_100_art_per_hour.py", + "source_location": "L1" + }, { "id": "tests_runtime_quality_test_golden_reference_20", "label": "test_golden_reference_20.py", @@ -15889,6 +24767,28 @@ "source_file": "tests/runtime/quality/test_golden_reference_20.py", "source_location": "L1" }, + { + "id": "tests_runtime_quality_test_prompt_injection_guard", + "label": "test_prompt_injection_guard.py", + "_origin": "ast", + "community": 164, + "community_name": "hygiene/harness.py", + "file_type": "code", + "norm_label": "test_prompt_injection_guard.py", + "source_file": "tests/runtime/quality/test_prompt_injection_guard.py", + "source_location": "L1" + }, + { + "id": "tests_runtime_unit_test_candidate_parser", + "label": "test_candidate_parser.py", + "_origin": "ast", + "community": 164, + "community_name": "hygiene/harness.py", + "file_type": "code", + "norm_label": "test_candidate_parser.py", + "source_file": "tests/runtime/unit/test_candidate_parser.py", + "source_location": "L1" + }, { "id": "tests_runtime_unit_test_hygiene_harness", "label": "test_hygiene_harness.py", @@ -15901,16 +24801,60 @@ "source_location": "L1" }, { - "id": "src_runtime_hygiene_assembler_rationale_1", - "label": "Grounded intermediate Markdown assembler.", + "id": "src_runtime_candidate_parser_rationale_1", + "label": "Structural candidate parser using DOM, CommonMark AST, and JSON-LD without\u2026", "_origin": "ast", "community": 164, "community_name": "hygiene/harness.py", "file_type": "rationale", - "norm_label": "grounded intermediate markdown assembler.", - "source_file": "src/runtime/hygiene/assembler.py", + "norm_label": "structural candidate parser using dom, commonmark ast, and json-ld without...", + "source_file": "src/runtime/candidate/parser.py", "source_location": "L1" }, + { + "id": "src_runtime_candidate_parser_rationale_123", + "label": "Parses raw extractor body text into candidate blocks using CommonMark AST.", + "_origin": "ast", + "community": 164, + "community_name": "hygiene/harness.py", + "file_type": "rationale", + "norm_label": "parses raw extractor body text into candidate blocks using commonmark ast.", + "source_file": "src/runtime/candidate/parser.py", + "source_location": "L123" + }, + { + "id": "src_runtime_candidate_parser_rationale_17", + "label": "Normative priorities: trafilatura.canonical_url -> input_meta.url ->\u2026", + "_origin": "ast", + "community": 164, + "community_name": "hygiene/harness.py", + "file_type": "rationale", + "norm_label": "normative priorities: trafilatura.canonical_url -> input_meta.url ->...", + "source_file": "src/runtime/candidate/parser.py", + "source_location": "L17" + }, + { + "id": "src_runtime_candidate_parser_rationale_214", + "label": "Builds the complete candidates payload conforming to candidates-\u2026", + "_origin": "ast", + "community": 164, + "community_name": "hygiene/harness.py", + "file_type": "rationale", + "norm_label": "builds the complete candidates payload conforming to candidates-...", + "source_file": "src/runtime/candidate/parser.py", + "source_location": "L214" + }, + { + "id": "src_runtime_candidate_parser_rationale_42", + "label": "Extracts title, subtitle, and author candidates without delimiter-based author\u2026", + "_origin": "ast", + "community": 164, + "community_name": "hygiene/harness.py", + "file_type": "rationale", + "norm_label": "extracts title, subtitle, and author candidates without delimiter-based author...", + "source_file": "src/runtime/candidate/parser.py", + "source_location": "L42" + }, { "id": "src_runtime_hygiene_assembler_rationale_15", "label": "Assembles sanitized intermediate Markdown from validated editorial components.", @@ -15966,6 +24910,17 @@ "source_file": "src/runtime/hygiene/harness.py", "source_location": "L25" }, + { + "id": "src_runtime_hygiene_harness_rationale_33", + "label": "Projects only the strictly necessary candidate tokens for the LLM prompt. Omits\u2026", + "_origin": "ast", + "community": 164, + "community_name": "hygiene/harness.py", + "file_type": "rationale", + "norm_label": "projects only the strictly necessary candidate tokens for the llm prompt. omits...", + "source_file": "src/runtime/hygiene/harness.py", + "source_location": "L33" + }, { "id": "src_runtime_hygiene_harness_rationale_60", "label": "Executes the 10-step validation harness over the candidate payload and LLM\u2026", @@ -15977,6 +24932,17 @@ "source_file": "src/runtime/hygiene/harness.py", "source_location": "L60" }, + { + "id": "tests_runtime_load_test_load_100_art_per_hour_rationale_1", + "label": "Load test benchmark validating sustained throughput for 100 articles/hour.", + "_origin": "ast", + "community": 164, + "community_name": "hygiene/harness.py", + "file_type": "rationale", + "norm_label": "load test benchmark validating sustained throughput for 100 articles/hour.", + "source_file": "tests/runtime/load/test_load_100_art_per_hour.py", + "source_location": "L1" + }, { "id": "tests_runtime_quality_test_golden_reference_20_rationale_1", "label": "Multi-extractor golden-set quality tests across the 20 reference units.", @@ -15988,6 +24954,28 @@ "source_file": "tests/runtime/quality/test_golden_reference_20.py", "source_location": "L1" }, + { + "id": "tests_runtime_quality_test_prompt_injection_guard_rationale_1", + "label": "Adversarial prompt injection evaluation (SEC-004).", + "_origin": "ast", + "community": 164, + "community_name": "hygiene/harness.py", + "file_type": "rationale", + "norm_label": "adversarial prompt injection evaluation (sec-004).", + "source_file": "tests/runtime/quality/test_prompt_injection_guard.py", + "source_location": "L1" + }, + { + "id": "tests_runtime_unit_test_candidate_parser_rationale_1", + "label": "Unit tests for candidate parsing without regex covering scenarios PAR-001 to\u2026", + "_origin": "ast", + "community": 164, + "community_name": "hygiene/harness.py", + "file_type": "rationale", + "norm_label": "unit tests for candidate parsing without regex covering scenarios par-001 to...", + "source_file": "tests/runtime/unit/test_candidate_parser.py", + "source_location": "L1" + }, { "id": "tests_runtime_unit_test_hygiene_harness_rationale_1", "label": "Unit tests for 10-step hygiene harness covering scenarios HYG-001 to HYG-021.", @@ -15999,17 +24987,6 @@ "source_file": "tests/runtime/unit/test_hygiene_harness.py", "source_location": "L1" }, - { - "id": "src_runtime_observability_structured_logger", - "label": "structured_logger.py", - "_origin": "ast", - "community": 165, - "community_name": "SanitizedJsonLogger", - "file_type": "code", - "norm_label": "structured_logger.py", - "source_file": "src/runtime/observability/structured_logger.py", - "source_location": "L1" - }, { "id": "src_runtime_observability_structured_logger_py_any", "label": "Any", @@ -16032,17 +25009,6 @@ "source_file": "tests/runtime/security/test_secret_redaction.py", "source_location": "L1" }, - { - "id": "src_runtime_observability_structured_logger_rationale_1", - "label": "Structured JSON logging with secret sanitization and strict omission of\u2026", - "_origin": "ast", - "community": 165, - "community_name": "SanitizedJsonLogger", - "file_type": "rationale", - "norm_label": "structured json logging with secret sanitization and strict omission of...", - "source_file": "src/runtime/observability/structured_logger.py", - "source_location": "L1" - }, { "id": "src_runtime_observability_structured_logger_rationale_79", "label": "Emits a structured JSON log line to stderr.", @@ -16142,6 +25108,17 @@ "source_file": "tests/runtime/unit/test_input_limits.py", "source_location": "L1" }, + { + "id": "src_runtime_candidate_equivalence", + "label": "equivalence.py", + "_origin": "ast", + "community": 167, + "community_name": "CandidateObject", + "file_type": "code", + "norm_label": "equivalence.py", + "source_file": "src/runtime/candidate/equivalence.py", + "source_location": "L1" + }, { "id": "src_runtime_candidate_models", "label": "candidate/models.py", @@ -16175,6 +25152,17 @@ "source_file": "", "source_location": "" }, + { + "id": "src_runtime_hygiene_assembler", + "label": "assembler.py", + "_origin": "ast", + "community": 167, + "community_name": "CandidateObject", + "file_type": "code", + "norm_label": "assembler.py", + "source_file": "src/runtime/hygiene/assembler.py", + "source_location": "L1" + }, { "id": "src_runtime_hygiene_repairs", "label": "repairs.py", @@ -16208,6 +25196,17 @@ "source_file": "src/runtime/storage/markdown_renderer.py", "source_location": "L1" }, + { + "id": "tests_runtime_unit_test_equivalence_mapping", + "label": "test_equivalence_mapping.py", + "_origin": "ast", + "community": 167, + "community_name": "CandidateObject", + "file_type": "code", + "norm_label": "test_equivalence_mapping.py", + "source_file": "tests/runtime/unit/test_equivalence_mapping.py", + "source_location": "L1" + }, { "id": "tests_runtime_unit_test_markdown_renderer", "label": "test_markdown_renderer.py", @@ -16230,6 +25229,50 @@ "source_file": "tests/runtime/unit/test_repairs_validator.py", "source_location": "L1" }, + { + "id": "src_runtime_candidate_equivalence_rationale_1", + "label": "Non-destructive candidate equivalence mapping using difflib.SequenceMatcher\u2026", + "_origin": "ast", + "community": 167, + "community_name": "CandidateObject", + "file_type": "rationale", + "norm_label": "non-destructive candidate equivalence mapping using difflib.sequencematcher...", + "source_file": "src/runtime/candidate/equivalence.py", + "source_location": "L1" + }, + { + "id": "src_runtime_candidate_equivalence_rationale_13", + "label": "Normalizes Unicode text and collapses whitespace without regular expressions.", + "_origin": "ast", + "community": 167, + "community_name": "CandidateObject", + "file_type": "rationale", + "norm_label": "normalizes unicode text and collapses whitespace without regular expressions.", + "source_file": "src/runtime/candidate/equivalence.py", + "source_location": "L13" + }, + { + "id": "src_runtime_candidate_equivalence_rationale_22", + "label": "Computes character/token sequence ratio using standard library difflib.", + "_origin": "ast", + "community": 167, + "community_name": "CandidateObject", + "file_type": "rationale", + "norm_label": "computes character/token sequence ratio using standard library difflib.", + "source_file": "src/runtime/candidate/equivalence.py", + "source_location": "L22" + }, + { + "id": "src_runtime_candidate_equivalence_rationale_37", + "label": "Non-destructively annotates candidate objects with equivalent candidate IDs\u2026", + "_origin": "ast", + "community": 167, + "community_name": "CandidateObject", + "file_type": "rationale", + "norm_label": "non-destructively annotates candidate objects with equivalent candidate ids...", + "source_file": "src/runtime/candidate/equivalence.py", + "source_location": "L37" + }, { "id": "src_runtime_candidate_models_rationale_1", "label": "Candidate element data models and repair structures.", @@ -16241,6 +25284,17 @@ "source_file": "src/runtime/candidate/models.py", "source_location": "L1" }, + { + "id": "src_runtime_hygiene_assembler_rationale_1", + "label": "Grounded intermediate Markdown assembler.", + "_origin": "ast", + "community": 167, + "community_name": "CandidateObject", + "file_type": "rationale", + "norm_label": "grounded intermediate markdown assembler.", + "source_file": "src/runtime/hygiene/assembler.py", + "source_location": "L1" + }, { "id": "src_runtime_hygiene_repairs_rationale_1", "label": "Controlled micro-repair validator using unicodedata and difflib without regex.", @@ -16285,6 +25339,17 @@ "source_file": "src/runtime/storage/markdown_renderer.py", "source_location": "L25" }, + { + "id": "tests_runtime_unit_test_equivalence_mapping_rationale_1", + "label": "Unit tests for sequence equivalence mapping covering scenarios CAN-001 to\u2026", + "_origin": "ast", + "community": 167, + "community_name": "CandidateObject", + "file_type": "rationale", + "norm_label": "unit tests for sequence equivalence mapping covering scenarios can-001 to...", + "source_file": "tests/runtime/unit/test_equivalence_mapping.py", + "source_location": "L1" + }, { "id": "tests_runtime_unit_test_markdown_renderer_rationale_1", "label": "Unit tests for Markdown renderer covering scenarios OUT-002 to OUT-010.", @@ -16307,72 +25372,6 @@ "source_file": "tests/runtime/unit/test_repairs_validator.py", "source_location": "L1" }, - { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_category_enum", - "label": "enum", - "_origin": "ast", - "community": 168, - "community_name": "enum", - "file_type": "code", - "norm_label": "enum", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L68" - }, - { - "id": 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"specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L77" - }, - { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_confidence_type", - "label": "type", - "_origin": "ast", - "community": 168, - "community_name": "enum", - "file_type": "code", - "norm_label": "type", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L76" - }, - { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_ecp_classification_properties", - "label": "properties", - "_origin": "ast", - "community": 168, - "community_name": "enum", - "file_type": "code", - "norm_label": "properties", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L65" - }, { "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_error_codes_items", "label": "items", @@ -16406,17 +25405,6 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L197" }, - { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_evidences_description", - "label": "description", - "_origin": "ast", - "community": 168, - "community_name": "enum", - "file_type": "code", - "norm_label": "description", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L86" - }, { "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_evidences_items", "label": "items", @@ -16428,17 +25416,6 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L85" }, - { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_evidences_type", - "label": "type", - "_origin": "ast", - "community": 168, - "community_name": "enum", - "file_type": "code", - "norm_label": "type", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L84" - }, { "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_items_enum", "label": "enum", @@ -16450,17 +25427,6 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L200" }, - { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_items_minlength", - "label": "minLength", - "_origin": "ast", - "community": 168, - "community_name": "enum", - "file_type": "code", - "norm_label": "minlength", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L101" - }, { "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_items_type", "label": "type", @@ -16472,28 +25438,6 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L85" }, - { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_properties_category", - "label": "category", - "_origin": "ast", - "community": 168, - "community_name": "enum", - "file_type": "code", - "norm_label": "category", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L66" - }, - { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_properties_confidence", - "label": "confidence", - "_origin": "ast", - "community": 168, - "community_name": "enum", - "file_type": "code", - "norm_label": "confidence", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L75" - }, { "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_properties_error_codes", "label": "error_codes", @@ -16505,127 +25449,6 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L195" }, - { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_properties_evidences", - "label": "evidences", - "_origin": "ast", - "community": 168, - "community_name": "enum", - "file_type": "code", - "norm_label": "evidences", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L83" - }, - { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_properties_rationale", - "label": "rationale", - "_origin": "ast", - "community": 168, - "community_name": "enum", - "file_type": "code", - "norm_label": "rationale", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L80" - }, - { - "id": 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"Any", @@ -17860,6 +26672,28 @@ "source_file": "", "source_location": "" }, + { + "id": "src_runtime_core_state_machine_py_enum", + "label": "Enum", + "_origin": "ast", + "community": 171, + "community_name": "ExecutionStateMachine", + "file_type": "code", + "norm_label": "enum", + "source_file": "", + "source_location": "" + }, + { + "id": "src_runtime_core_state_machine_py_str", + "label": "str", + "_origin": "ast", + "community": 171, + "community_name": "ExecutionStateMachine", + "file_type": "code", + "norm_label": "str", + "source_file": "", + "source_location": "" + }, { "id": "src_runtime_core_state_machine_py_valueerror", "label": "ValueError", @@ -17871,6 +26705,17 @@ "source_file": "", "source_location": "" }, + { + "id": "src_runtime_core_state_machine_rationale_1", + "label": "Explicit Python state machine for runtime article consolidation lifecycle.", + "_origin": "ast", + "community": 171, + "community_name": "ExecutionStateMachine", + "file_type": "rationale", + "norm_label": "explicit python state machine for runtime article consolidation lifecycle.", + "source_file": "src/runtime/core/state_machine.py", + "source_location": "L1" + }, { "id": "src_runtime_core_state_machine_rationale_65", "label": "Raised when an illegal state transition is attempted.", @@ -18411,125 +27256,499 @@ "source_location": "L7" }, { - "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_config_version_description", - "label": "description", + "id": "agents_skills_archify_schemas_dataflow_schema_animation_enum", + "label": "enum", "_origin": "ast", "community": 174, "community_name": "properties", "file_type": "code", - "norm_label": "description", - "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", - "source_location": "L22" + "norm_label": "enum", + "source_file": ".agents/skills/archify/schemas/dataflow.schema.json", + "source_location": "L40" }, { - "id": 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"signal-flow", + "source_file": ".agents/skills/archify/schemas/workflow.schema.json", + "source_location": "L46" + }, + { + "id": "agents_skills_archify_schemas_workflow_schema_json_ref_standard", + "label": "standard", + "_origin": "ast", + "community": 179, + "community_name": "properties", + "file_type": "concept", + "norm_label": "standard", + "source_file": ".agents/skills/archify/schemas/workflow.schema.json", + "source_location": "L54" + }, + { + "id": "agents_skills_archify_schemas_workflow_schema_json_ref_title", + "label": "title", + "_origin": "ast", + "community": 179, + "community_name": "properties", + "file_type": "concept", + "norm_label": "title", + "source_file": ".agents/skills/archify/schemas/workflow.schema.json", + "source_location": "L25" + }, + { + "id": "agents_skills_archify_schemas_workflow_schema_json_ref_trace", + "label": "trace", + "_origin": "ast", + "community": 179, + "community_name": "properties", + "file_type": "concept", + "norm_label": "trace", + "source_file": ".agents/skills/archify/schemas/workflow.schema.json", + "source_location": "L40" }, { "id": "agents_skills_speckit_clarify_skill", @@ -20266,17 +30288,6 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", "source_location": "L118" }, - { - "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_article_content_hygiene_properties", - "label": "properties", - "_origin": "ast", - "community": 181, - "community_name": "article_content_hygiene", - "file_type": "code", - "norm_label": "properties", - "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", - "source_location": "L113" - }, { "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_article_content_hygiene_required", "label": "required", @@ -20310,17 +30321,6 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", "source_location": "L128" }, - { - "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_article_sentiment_tags_properties", - "label": "properties", - "_origin": "ast", - "community": 181, - "community_name": "article_content_hygiene", - "file_type": "code", - "norm_label": "properties", - "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", - "source_location": "L123" - }, { "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_article_sentiment_tags_required", "label": "required", @@ -20343,39 +30343,6 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", "source_location": "L121" }, - { - "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_hash_type", - "label": "type", - "_origin": "ast", - "community": 181, - "community_name": "article_content_hygiene", - "file_type": "code", - "norm_label": "type", - "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", - "source_location": "L116" - }, - { - "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_path_type", - "label": "type", - "_origin": "ast", - "community": 181, - "community_name": "article_content_hygiene", - "file_type": "code", - "norm_label": "type", - "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", - "source_location": "L114" - }, - { - "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_prompts_additionalproperties", - "label": "additionalProperties", - "_origin": "ast", - "community": 181, - "community_name": "article_content_hygiene", - "file_type": "code", - "norm_label": "additionalproperties", - "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", - "source_location": "L131" - }, { "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_prompts_properties", "label": "properties", @@ -20387,28 +30354,6 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", "source_location": "L109" }, - { - "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_prompts_required", - "label": "required", - "_origin": "ast", - "community": 181, - "community_name": "article_content_hygiene", - "file_type": "code", - "norm_label": "required", - "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", - "source_location": "L108" - }, - { - "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_prompts_type", - "label": "type", - "_origin": "ast", - "community": 181, - "community_name": "article_content_hygiene", - "file_type": "code", - "norm_label": "type", - "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", - "source_location": "L107" - }, { "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_properties_article_content_hygiene", "label": "article_content_hygiene", @@ -20431,94 +30376,6 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", "source_location": "L120" }, - { - "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_properties_hash", - "label": "hash", - "_origin": "ast", - "community": 181, - "community_name": "article_content_hygiene", - "file_type": "code", - "norm_label": "hash", - "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", - "source_location": "L116" - }, - { - "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_properties_path", - "label": "path", - "_origin": "ast", - "community": 181, - "community_name": "article_content_hygiene", - "file_type": "code", - "norm_label": "path", - "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", - "source_location": "L114" - }, - { - "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_properties_prompts", - "label": "prompts", - "_origin": "ast", - "community": 181, - "community_name": "article_content_hygiene", - "file_type": "code", - "norm_label": "prompts", - "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", - "source_location": "L106" - }, - { - "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_properties_version", - "label": "version", - "_origin": "ast", - "community": 181, - "community_name": "article_content_hygiene", - "file_type": "code", - "norm_label": "version", - "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", - "source_location": "L115" - }, - { - "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_version_type", - "label": "type", - "_origin": "ast", - "community": 181, - "community_name": "article_content_hygiene", - "file_type": "code", - "norm_label": "type", - "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", - "source_location": "L115" - }, - { - "id": "ref_path", - "label": "path", - "_origin": "ast", - "community": 181, - "community_name": "article_content_hygiene", - "file_type": "concept", - "norm_label": "path", - "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", - "source_location": "L112" - }, - { - "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_json_ref_article_content_hygiene", - "label": "article_content_hygiene", - "_origin": "ast", - "community": 181, - "community_name": "article_content_hygiene", - "file_type": "concept", - "norm_label": "article_content_hygiene", - "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", - "source_location": "L108" - }, - { - "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_json_ref_article_sentiment_tags", - "label": "article_sentiment_tags", - "_origin": "ast", - "community": 181, - "community_name": "article_content_hygiene", - "file_type": "concept", - "norm_label": "article_sentiment_tags", - "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", - "source_location": "L108" - }, { "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_json_ref_hash", "label": "hash", @@ -20530,6 +30387,17 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", "source_location": "L112" }, + { + "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_json_ref_path", + "label": "path", + "_origin": "ast", + "community": 181, + "community_name": "article_content_hygiene", + "file_type": "concept", + "norm_label": "path", + "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", + "source_location": "L112" + }, { "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_json_ref_version", "label": "version", @@ -20542,81 +30410,92 @@ "source_location": "L112" }, { - "id": "connection", - "label": "Connection", + "id": "agents_skills_archify_bin_archify", + "label": "archify.mjs", "_origin": "ast", "community": 182, - "community_name": "._get_connection", + "community_name": "archify.mjs", "file_type": "code", - "norm_label": "connection", - "source_file": "", - "source_location": "" + "norm_label": "archify.mjs", + "source_file": ".agents/skills/archify/bin/archify.mjs", + "source_location": "L1" }, { - "id": "src_runtime_storage_sqlite_store_py_any", - "label": "Any", + "id": "agents_skills_archify_bin_archify_check_fixes", + "label": "CHECK_FIXES", "_origin": "ast", "community": 182, - "community_name": "._get_connection", + "community_name": "archify.mjs", "file_type": "code", - "norm_label": "any", - "source_file": "", - "source_location": "" + "norm_label": "check_fixes", + "source_file": ".agents/skills/archify/bin/archify.mjs", + "source_location": "L181" }, { - "id": "src_runtime_storage_sqlite_store_py_path", - "label": "Path", + "id": "agents_skills_archify_bin_archify_command_args", + "label": "[command, ...args]", "_origin": "ast", "community": 182, - "community_name": "._get_connection", + "community_name": "archify.mjs", "file_type": "code", - "norm_label": "path", - "source_file": "", - "source_location": "" + "norm_label": "[command, ...args]", + "source_file": ".agents/skills/archify/bin/archify.mjs", + "source_location": "L1597" }, { - "id": "src_runtime_storage_sqlite_store_rationale_140", - "label": "Records a state transition for the given fingerprint atomically.", + "id": "agents_skills_archify_bin_archify_composition_checks", + "label": "COMPOSITION_CHECKS", "_origin": "ast", "community": 182, - "community_name": "._get_connection", - "file_type": "rationale", - "norm_label": "records a state transition for the given fingerprint atomically.", - "source_file": "src/runtime/storage/sqlite_store.py", - "source_location": "L140" + "community_name": "archify.mjs", + "file_type": "code", + "norm_label": "composition_checks", + "source_file": ".agents/skills/archify/bin/archify.mjs", + "source_location": "L173" }, { - "id": "src_runtime_storage_sqlite_store_rationale_214", - "label": "Native SQLite backup API creating a consistent point-in-time database snapshot.", + "id": "agents_skills_archify_bin_archify_composition_fixes", + "label": "COMPOSITION_FIXES", "_origin": "ast", "community": 182, - "community_name": "._get_connection", - "file_type": "rationale", - "norm_label": "native sqlite backup api creating a consistent point-in-time database snapshot.", - "source_file": "src/runtime/storage/sqlite_store.py", - "source_location": "L214" + "community_name": "archify.mjs", + "file_type": "code", + "norm_label": "composition_fixes", + "source_file": ".agents/skills/archify/bin/archify.mjs", + "source_location": "L188" }, { - "id": "src_runtime_storage_sqlite_store_rationale_222", - "label": "Native SQLite restore API overwriting the current database from a snapshot.", + "id": "agents_skills_archify_bin_archify_dirname", + "label": "__dirname", "_origin": "ast", "community": 182, - "community_name": "._get_connection", - "file_type": "rationale", - "norm_label": "native sqlite restore api overwriting the current database from a snapshot.", - "source_file": "src/runtime/storage/sqlite_store.py", - "source_location": "L222" + "community_name": "archify.mjs", + "file_type": "code", + "norm_label": "__dirname", + "source_file": ".agents/skills/archify/bin/archify.mjs", + "source_location": "L10" }, { - "id": "src_runtime_storage_sqlite_store_rationale_80", - "label": "Atomically claims execution for a fingerprint. Returns: (is_new_claim,\u2026", + "id": "agents_skills_archify_bin_archify_skillroot", + "label": "skillRoot", "_origin": "ast", "community": 182, - "community_name": "._get_connection", - "file_type": "rationale", - "norm_label": "atomically claims execution for a fingerprint. returns: (is_new_claim,...", - "source_file": "src/runtime/storage/sqlite_store.py", - "source_location": "L80" + "community_name": "archify.mjs", + "file_type": "code", + "norm_label": "skillroot", + "source_file": ".agents/skills/archify/bin/archify.mjs", + "source_location": "L11" + }, + { + "id": "agents_skills_archify_bin_archify_types", + "label": "TYPES", + "_origin": "ast", + "community": 182, + "community_name": "archify.mjs", + "file_type": "code", + "norm_label": "types", + "source_file": ".agents/skills/archify/bin/archify.mjs", + "source_location": "L13" }, { "id": "docs_structured_extraction_02_arquitetura_runtime_consolidacao_artigos", @@ -21907,6 +31786,28 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L52" }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_markdown_hash_maxlength", + "label": "maxLength", + "_origin": "ast", + "community": 188, + "community_name": "properties", + "file_type": "code", + "norm_label": "maxlength", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L60" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_markdown_hash_minlength", + "label": "minLength", + "_origin": "ast", + "community": 188, + "community_name": "properties", + "file_type": "code", + "norm_label": "minlength", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L59" + }, { "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_properties", "label": "properties", @@ -21951,6 +31852,17 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L51" }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_properties_markdown_hash", + "label": "markdown_hash", + "_origin": "ast", + "community": 188, + "community_name": "properties", + "file_type": "code", + "norm_label": "markdown_hash", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L57" + }, { "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_properties_schema_version", "label": "schema_version", @@ -22323,17 +32235,6 @@ "source_file": ".agents/skills/speckit-implement/SKILL.md", "source_location": "L11" }, - { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_provider_versions_required", - "label": "required", - "_origin": "ast", - "community": 190, - "community_name": "required", - "file_type": "code", - "norm_label": "required", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L111" - }, { "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_required", "label": "required", @@ -22356,17 +32257,6 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L7" }, - { - "id": "ref_enrichment", - "label": "enrichment", - "_origin": "ast", - "community": 190, - "community_name": "required", - "file_type": "concept", - "norm_label": "enrichment", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L7" - }, { "id": "ref_error_codes", "label": "error_codes", @@ -22411,17 +32301,6 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L7" }, - { - "id": "ref_hygiene", - "label": "hygiene", - "_origin": "ast", - "community": 190, - "community_name": "required", - "file_type": "concept", - "norm_label": "hygiene", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L111" - }, { "id": "ref_markdown_hash", "label": "markdown_hash", @@ -22477,17 +32356,6 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L7" }, - { - "id": "ref_schema_version", - "label": "schema_version", - "_origin": "ast", - "community": 190, - "community_name": "required", - "file_type": "concept", - "norm_label": "schema_version", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L7" - }, { "id": "ref_source_url", "label": "source_url", @@ -22521,6 +32389,17 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L7" }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_json_ref_schema_version", + "label": "schema_version", + "_origin": "ast", + "community": 190, + "community_name": "required", + "file_type": "concept", + "norm_label": "schema_version", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L7" + }, { "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_json_ref_selected_extractor", "label": "selected_extractor", @@ -22532,6 +32411,17 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L7" }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_enrichment_additionalproperties", + "label": "additionalProperties", + "_origin": "ast", + "community": 191, + "community_name": "properties", + "file_type": "code", + "norm_label": "additionalproperties", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L107" + }, { "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_enrichment_properties", "label": "properties", @@ -22543,6 +32433,17 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L94" }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_hygiene_additionalproperties", + "label": "additionalProperties", + "_origin": "ast", + "community": 191, + "community_name": "properties", + "file_type": "code", + "norm_label": "additionalproperties", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L121" + }, { "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_hygiene_properties", "label": "properties", @@ -22565,6 +32466,28 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L118" }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_properties_enrichment", + "label": "enrichment", + "_origin": "ast", + "community": 191, + "community_name": "properties", + "file_type": "code", + "norm_label": "enrichment", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L91" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_properties_hygiene", + "label": "hygiene", + "_origin": "ast", + "community": 191, + "community_name": "properties", + "file_type": "code", + "norm_label": "hygiene", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L113" + }, { "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_properties_model", "label": "model", @@ -22620,6 +32543,17 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L117" }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_provider_versions_properties", + "label": "properties", + "_origin": "ast", + "community": 191, + "community_name": "properties", + "file_type": "code", + "norm_label": "properties", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L112" + }, { "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_role_config_version_type", "label": "type", @@ -22730,6 +32664,28 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/candidates-payload.schema.json", "source_location": "L55" }, + { + "id": "specs_006_article_consolidation_runtime_contracts_candidates_payload_schema_block_candidates_items", + "label": "items", + "_origin": "ast", + "community": 192, + "community_name": "type", + "file_type": "code", + "norm_label": "items", + "source_file": "specs/006-article-consolidation-runtime/contracts/candidates-payload.schema.json", + "source_location": "L72" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_candidates_payload_schema_block_candidates_type", + "label": "type", + "_origin": "ast", + "community": 192, + "community_name": "type", + "file_type": "code", + "norm_label": "type", + "source_file": "specs/006-article-consolidation-runtime/contracts/candidates-payload.schema.json", + "source_location": "L71" + }, { "id": "specs_006_article_consolidation_runtime_contracts_candidates_payload_schema_equivalences_items", "label": "items", @@ -22818,6 +32774,17 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/candidates-payload.schema.json", "source_location": "L54" }, + { + "id": "specs_006_article_consolidation_runtime_contracts_candidates_payload_schema_properties_block_candidates", + "label": "block_candidates", + "_origin": "ast", + "community": 192, + "community_name": "type", + "file_type": "code", + "norm_label": "block_candidates", + "source_file": "specs/006-article-consolidation-runtime/contracts/candidates-payload.schema.json", + "source_location": "L70" + }, { "id": "specs_006_article_consolidation_runtime_contracts_candidates_payload_schema_properties_equivalences", "label": "equivalences", @@ -23050,49 +33017,159 @@ "source_location": "L39" }, { - "id": "src_runtime_hygiene_harness_py_any", - "label": "Any", + "id": "agents_skills_archify_renderers_shared_brand_marks", + "label": "brand-marks.mjs", "_origin": "ast", "community": 194, - "community_name": "build_minimal_hygiene_projection", + "community_name": "brand-marks.mjs", "file_type": "code", - "norm_label": "any", - "source_file": "", - "source_location": "" - }, - { - "id": "tests_runtime_quality_test_prompt_injection_guard", - "label": "test_prompt_injection_guard.py", - "_origin": "ast", - "community": 194, - "community_name": "build_minimal_hygiene_projection", - "file_type": "code", - "norm_label": "test_prompt_injection_guard.py", - "source_file": "tests/runtime/quality/test_prompt_injection_guard.py", + "norm_label": "brand-marks.mjs", + "source_file": ".agents/skills/archify/renderers/shared/brand-marks.mjs", "source_location": "L1" }, { - "id": "src_runtime_hygiene_harness_rationale_33", - "label": "Projects only the strictly necessary candidate tokens for the LLM prompt. Omits\u2026", + "id": "agents_skills_archify_renderers_shared_brand_marks_collections", + "label": "COLLECTIONS", "_origin": "ast", "community": 194, - "community_name": "build_minimal_hygiene_projection", - "file_type": "rationale", - "norm_label": "projects only the strictly necessary candidate tokens for the llm prompt. omits...", - "source_file": "src/runtime/hygiene/harness.py", - "source_location": "L33" + "community_name": "brand-marks.mjs", + "file_type": "code", + "norm_label": "collections", + "source_file": ".agents/skills/archify/renderers/shared/brand-marks.mjs", + "source_location": "L10" }, { - "id": "tests_runtime_quality_test_prompt_injection_guard_rationale_1", - "label": "Adversarial prompt injection evaluation (SEC-004).", + "id": "agents_skills_archify_renderers_shared_brand_marks_mark_by_domain", + "label": "MARK_BY_DOMAIN", "_origin": "ast", "community": 194, - "community_name": "build_minimal_hygiene_projection", - "file_type": "rationale", - "norm_label": "adversarial prompt injection evaluation (sec-004).", - "source_file": "tests/runtime/quality/test_prompt_injection_guard.py", + "community_name": "brand-marks.mjs", + "file_type": "code", + "norm_label": "mark_by_domain", + "source_file": ".agents/skills/archify/renderers/shared/brand-marks.mjs", + "source_location": "L18" + }, + { + "id": "agents_skills_archify_renderers_shared_brand_marks_mark_by_lookup", + "label": "MARK_BY_LOOKUP", + "_origin": "ast", + "community": 194, + "community_name": "brand-marks.mjs", + "file_type": "code", + "norm_label": "mark_by_lookup", + "source_file": ".agents/skills/archify/renderers/shared/brand-marks.mjs", + "source_location": "L17" + }, + { + "id": "agents_skills_archify_renderers_shared_brand_marks_resolved_by_node", + "label": "RESOLVED_BY_NODE", + "_origin": "ast", + "community": 194, + "community_name": "brand-marks.mjs", + "file_type": "code", + "norm_label": "resolved_by_node", + "source_file": ".agents/skills/archify/renderers/shared/brand-marks.mjs", + "source_location": "L19" + }, + { + "id": "agents_skills_archify_renderers_shared_brand_marks_resolved_mark", + "label": "RESOLVED_MARK", + "_origin": "ast", + "community": 194, + "community_name": "brand-marks.mjs", + "file_type": "code", + "norm_label": "resolved_mark", + "source_file": ".agents/skills/archify/renderers/shared/brand-marks.mjs", + "source_location": "L20" + }, + { + "id": "agents_skills_archify_renderers_shared_generated_brand_marks", + "label": "generated-brand-marks.mjs", + "_origin": "ast", + "community": 194, + "community_name": "brand-marks.mjs", + "file_type": "code", + "norm_label": "generated-brand-marks.mjs", + "source_file": ".agents/skills/archify/renderers/shared/generated-brand-marks.mjs", "source_location": "L1" }, + { + "id": "agents_skills_archify_renderers_shared_generated_brand_marks_brand_marks", + "label": "BRAND_MARKS", + "_origin": "ast", + "community": 194, + "community_name": "brand-marks.mjs", + "file_type": "code", + "norm_label": "brand_marks", + "source_file": ".agents/skills/archify/renderers/shared/generated-brand-marks.mjs", + "source_location": "L3" + }, + { + "id": "agents_skills_archify_test_brand_marks_test", + "label": "brand-marks.test.mjs", + "_origin": "ast", + "community": 194, + "community_name": "brand-marks.mjs", + "file_type": "code", + "norm_label": "brand-marks.test.mjs", + "source_file": ".agents/skills/archify/test/brand-marks.test.mjs", + "source_location": "L1" + }, + { + "id": "agents_skills_archify_test_brand_marks_test_cases", + "label": "cases", + "_origin": "ast", + "community": 194, + "community_name": "brand-marks.mjs", + "file_type": "code", + "norm_label": "cases", + "source_file": ".agents/skills/archify/test/brand-marks.test.mjs", + "source_location": "L17" + }, + { + "id": "agents_skills_archify_test_brand_marks_test_cli", + "label": "cli", + "_origin": "ast", + "community": 194, + "community_name": "brand-marks.mjs", + "file_type": "code", + "norm_label": "cli", + "source_file": ".agents/skills/archify/test/brand-marks.test.mjs", + "source_location": "L15" + }, + { + "id": "agents_skills_archify_test_brand_marks_test_here", + "label": "here", + "_origin": "ast", + "community": 194, + "community_name": "brand-marks.mjs", + "file_type": "code", + "norm_label": "here", + "source_file": ".agents/skills/archify/test/brand-marks.test.mjs", + "source_location": "L13" + }, + { + "id": "agents_skills_archify_test_brand_marks_test_skillroot", + "label": "skillRoot", + "_origin": "ast", + "community": 194, + "community_name": "brand-marks.mjs", + "file_type": "code", + "norm_label": "skillroot", + "source_file": ".agents/skills/archify/test/brand-marks.test.mjs", + "source_location": "L14" + }, + { + "id": "agents_skills_archify_test_brand_marks_test_tmp", + "label": "tmp", + "_origin": "ast", + "community": 194, + "community_name": "brand-marks.mjs", + "file_type": "code", + "norm_label": "tmp", + "source_file": ".agents/skills/archify/test/brand-marks.test.mjs", + "source_location": "L16" + }, { "id": "call", "label": "Call", @@ -23347,81 +33424,224 @@ "source_location": "L72" }, { - "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema", - "label": "runtime-config.schema.json", + "id": "agents_skills_archify_test_webm_artifact_smoke", + "label": "webm-artifact.smoke.mjs", "_origin": "ast", "community": 197, - "community_name": "runtime-config.schema.json", + "community_name": "webm-artifact.smoke.mjs", "file_type": "code", - "norm_label": "runtime-config.schema.json", - "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", + "norm_label": "webm-artifact.smoke.mjs", + "source_file": ".agents/skills/archify/test/webm-artifact.smoke.mjs", "source_location": "L1" }, { - "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_additionalproperties", - "label": "additionalProperties", + "id": "agents_skills_archify_test_webm_artifact_smoke_chrome", + "label": "chrome", "_origin": "ast", "community": 197, - "community_name": "runtime-config.schema.json", + "community_name": "webm-artifact.smoke.mjs", "file_type": "code", - "norm_label": "additionalproperties", - "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", - "source_location": "L192" + "norm_label": "chrome", + "source_file": ".agents/skills/archify/test/webm-artifact.smoke.mjs", + "source_location": "L37" }, { - "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_id", - "label": "$id", + "id": "agents_skills_archify_test_webm_artifact_smoke_chromeprocess", + "label": "chromeProcess", "_origin": "ast", "community": 197, - "community_name": "runtime-config.schema.json", + "community_name": "webm-artifact.smoke.mjs", "file_type": "code", - "norm_label": "$id", - "source_file": 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197, + "community_name": "webm-artifact.smoke.mjs", + "file_type": "code", + "norm_label": "parallelsource", + "source_file": ".agents/skills/archify/test/webm-artifact.smoke.mjs", + "source_location": "L157" + }, + { + "id": "agents_skills_archify_test_webm_artifact_smoke_routeoutputs", + "label": "routeOutputs", + "_origin": "ast", + "community": 197, + "community_name": "webm-artifact.smoke.mjs", + "file_type": "code", + "norm_label": "routeoutputs", + "source_file": ".agents/skills/archify/test/webm-artifact.smoke.mjs", + "source_location": "L70" + }, + { + "id": "agents_skills_archify_test_webm_artifact_smoke_sequenceoutput", + "label": "sequenceOutput", + "_origin": "ast", + "community": 197, + "community_name": "webm-artifact.smoke.mjs", + "file_type": "code", + "norm_label": "sequenceoutput", + "source_file": ".agents/skills/archify/test/webm-artifact.smoke.mjs", + "source_location": "L63" + }, + { + "id": "agents_skills_archify_test_webm_artifact_smoke_skillroot", + "label": 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".agents/skills/archify/test/webm-artifact.smoke.mjs", + "source_location": "L185" + }, + { + "id": "agents_skills_archify_test_webm_artifact_smoke_tmp", + "label": "tmp", + "_origin": "ast", + "community": 197, + "community_name": "webm-artifact.smoke.mjs", + "file_type": "code", + "norm_label": "tmp", + "source_file": ".agents/skills/archify/test/webm-artifact.smoke.mjs", + "source_location": "L12" }, { "id": "src_tools_adapters_ecp_schemas_ecp_profile_schema_domain_minlength", @@ -23555,78 +33775,12 @@ "source_file": "src/tools/adapters/ecp/schemas/ecp-profile.schema.json", "source_location": "L15" }, - { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_enrichment_additionalproperties", - "label": "additionalProperties", - "_origin": "ast", - "community": 199, - "community_name": "object", - "file_type": "code", - "norm_label": "additionalproperties", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L107" - }, - { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_enrichment_type", - "label": "type", - "_origin": "ast", - "community": 199, - "community_name": "object", - "file_type": "code", - "norm_label": "type", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L92" - }, - { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_hygiene_additionalproperties", - "label": "additionalProperties", - "_origin": "ast", - "community": 199, - "community_name": "object", - "file_type": "code", - "norm_label": "additionalproperties", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L121" - }, - { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_hygiene_type", - "label": "type", - "_origin": "ast", - "community": 199, - "community_name": 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"specs_006_article_consolidation_runtime_contracts_manifest_output_schema_properties_provider_versions", "label": "provider_versions", "_origin": "ast", "community": 199, - "community_name": "object", + "community_name": "provider_versions", "file_type": "code", "norm_label": "provider_versions", "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", @@ -23637,44 +33791,55 @@ "label": "additionalProperties", "_origin": "ast", "community": 199, - "community_name": "object", + "community_name": "provider_versions", "file_type": "code", "norm_label": "additionalproperties", "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L134" }, { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_provider_versions_properties", - "label": "properties", + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_provider_versions_required", + "label": "required", "_origin": "ast", "community": 199, - "community_name": "object", + "community_name": "provider_versions", "file_type": "code", - "norm_label": "properties", + "norm_label": "required", "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L112" + "source_location": "L111" }, { "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_provider_versions_type", "label": "type", "_origin": "ast", "community": 199, - "community_name": "object", + "community_name": "provider_versions", "file_type": "code", "norm_label": "type", "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L110" }, { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_json_ref_object", - "label": "object", + "id": "ref_enrichment", + "label": "enrichment", "_origin": "ast", "community": 199, - "community_name": "object", + "community_name": "provider_versions", "file_type": "concept", - "norm_label": "object", + "norm_label": "enrichment", "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L63" + "source_location": "L7" + }, + { + "id": "ref_hygiene", + "label": "hygiene", + "_origin": "ast", + "community": 199, + "community_name": "provider_versions", + "file_type": "concept", + "norm_label": "hygiene", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L111" }, { "id": "specify_scripts_powershell_common", @@ -25597,26 +35762,48 @@ "source_location": "L11" }, { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_markdown_hash_maxlength", - "label": "maxLength", + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_ecp_classification_additionalproperties", + "label": "additionalProperties", "_origin": "ast", "community": 210, "community_name": "null", "file_type": "code", - "norm_label": "maxlength", + "norm_label": "additionalproperties", "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L60" + "source_location": "L89" }, { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_markdown_hash_minlength", - "label": "minLength", + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_ecp_classification_type", + "label": "type", "_origin": "ast", "community": 210, "community_name": "null", "file_type": "code", - "norm_label": "minlength", + "norm_label": "type", "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L59" + "source_location": "L63" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_enrichment_type", + "label": "type", + "_origin": "ast", + "community": 210, + "community_name": "null", + "file_type": "code", + "norm_label": "type", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L92" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_hygiene_type", + "label": "type", + "_origin": "ast", + "community": 210, + "community_name": "null", + "file_type": "code", + "norm_label": "type", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L114" }, { "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_markdown_hash_type", @@ -25641,15 +35828,81 @@ "source_location": "L55" }, { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_properties_markdown_hash", - "label": "markdown_hash", + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_model_versions_additionalproperties", + "label": "additionalProperties", "_origin": "ast", "community": 210, "community_name": "null", "file_type": "code", - "norm_label": "markdown_hash", + "norm_label": "additionalproperties", "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L57" + "source_location": "L161" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_model_versions_required", + "label": "required", + "_origin": "ast", + "community": 210, + "community_name": "null", + "file_type": "code", + "norm_label": "required", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L138" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_model_versions_type", + "label": "type", + "_origin": "ast", + "community": 210, + "community_name": "null", + "file_type": "code", + "norm_label": "type", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L137" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_prompt_versions_additionalproperties", + "label": "additionalProperties", + "_origin": "ast", + "community": 210, + "community_name": "null", + "file_type": "code", + "norm_label": "additionalproperties", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L186" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_prompt_versions_required", + "label": "required", + "_origin": "ast", + "community": 210, + "community_name": "null", + "file_type": "code", + "norm_label": "required", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L165" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_prompt_versions_type", + "label": "type", + "_origin": "ast", + "community": 210, + "community_name": "null", + "file_type": "code", + "norm_label": "type", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L164" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_properties_ecp_classification", + "label": "ecp_classification", + "_origin": "ast", + "community": 210, + "community_name": "null", + "file_type": "code", + "norm_label": "ecp_classification", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L62" }, { "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_properties_markdown_path", @@ -25662,6 +35915,28 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L54" }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_properties_model_versions", + "label": "model_versions", + "_origin": "ast", + "community": 210, + "community_name": "null", + "file_type": "code", + "norm_label": "model_versions", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L136" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_properties_prompt_versions", + "label": "prompt_versions", + "_origin": "ast", + "community": 210, + "community_name": "null", + "file_type": "code", + "norm_label": "prompt_versions", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L163" + }, { "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_properties_trace_id", "label": "trace_id", @@ -25684,6 +35959,28 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L193" }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_json_ref_article_content_hygiene", + "label": "article_content_hygiene", + "_origin": "ast", + "community": 210, + "community_name": "null", + "file_type": "concept", + "norm_label": "article_content_hygiene", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L165" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_json_ref_article_sentiment_tags", + "label": "article_sentiment_tags", + "_origin": "ast", + "community": 210, + "community_name": "null", + "file_type": "concept", + "norm_label": "article_sentiment_tags", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L165" + }, { "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_json_ref_null", "label": "null", @@ -25695,6 +35992,39 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L55" }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_json_ref_object", + "label": "object", + "_origin": "ast", + "community": 210, + "community_name": "null", + "file_type": "concept", + "norm_label": "object", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L63" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_json_ref_runtime_fallback", + "label": "runtime_fallback", + "_origin": "ast", + "community": 210, + "community_name": "null", + "file_type": "concept", + "norm_label": "runtime_fallback", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L138" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_json_ref_runtime_primary", + "label": "runtime_primary", + "_origin": "ast", + "community": 210, + "community_name": "null", + "file_type": "concept", + "norm_label": "runtime_primary", + "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", + "source_location": "L138" + }, { "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_json_ref_string", "label": "string", @@ -25850,136 +36180,180 @@ "source_location": "L165" }, { - "id": "src_runtime_core_fingerprint", - "label": "fingerprint.py", + "id": "agents_skills_archify_scripts_check_render_output", + "label": "check-render-output.mjs", "_origin": "ast", "community": 212, - "community_name": "calculate_execution_fingerprint", + "community_name": "check-render-output.mjs", "file_type": "code", - "norm_label": "fingerprint.py", - "source_file": "src/runtime/core/fingerprint.py", + "norm_label": "check-render-output.mjs", + "source_file": ".agents/skills/archify/scripts/check-render-output.mjs", "source_location": "L1" }, { - "id": "src_runtime_core_fingerprint_py_any", - "label": "Any", + "id": "agents_skills_archify_scripts_check_render_output_checks", + "label": "checks", "_origin": "ast", "community": 212, - "community_name": "calculate_execution_fingerprint", + "community_name": "check-render-output.mjs", "file_type": "code", - "norm_label": "any", - "source_file": "", - "source_location": "" + "norm_label": "checks", + "source_file": ".agents/skills/archify/scripts/check-render-output.mjs", + "source_location": "L33" }, { - "id": "tests_runtime_unit_test_fingerprint", - "label": "test_fingerprint.py", + "id": "agents_skills_archify_scripts_check_render_output_composition", + "label": "composition", "_origin": "ast", "community": 212, - "community_name": "calculate_execution_fingerprint", + "community_name": "check-render-output.mjs", "file_type": "code", - "norm_label": "test_fingerprint.py", - "source_file": "tests/runtime/unit/test_fingerprint.py", + "norm_label": "composition", + "source_file": ".agents/skills/archify/scripts/check-render-output.mjs", + "source_location": "L34" + }, + { + "id": "agents_skills_archify_scripts_check_render_output_htmlpath", + "label": "htmlPath", + "_origin": "ast", + "community": 212, + "community_name": "check-render-output.mjs", + "file_type": "code", + "norm_label": "htmlpath", + "source_file": ".agents/skills/archify/scripts/check-render-output.mjs", + "source_location": "L20" + }, + { + "id": "agents_skills_archify_scripts_check_render_output_svgmatches", + "label": "svgMatches", + "_origin": "ast", + "community": 212, + "community_name": "check-render-output.mjs", + "file_type": "code", + "norm_label": "svgmatches", + "source_file": ".agents/skills/archify/scripts/check-render-output.mjs", + "source_location": "L66" + }, + { + "id": "agents_skills_archify_renderers_sequence_render_sequence", + "label": "render-sequence.mjs", + "_origin": "ast", + "community": 213, + "community_name": "render-sequence.mjs", + "file_type": "code", + "norm_label": "render-sequence.mjs", + "source_file": ".agents/skills/archify/renderers/sequence/render-sequence.mjs", "source_location": "L1" }, { - "id": "src_runtime_core_fingerprint_rationale_1", - "label": "Deterministic canonical SHA-256 execution fingerprint calculator. Computes a\u2026", - "_origin": "ast", - "community": 212, - "community_name": "calculate_execution_fingerprint", - "file_type": "rationale", - "norm_label": "deterministic canonical sha-256 execution fingerprint calculator. computes a...", - "source_file": "src/runtime/core/fingerprint.py", - "source_location": "L1" - }, - { - "id": "src_runtime_core_fingerprint_rationale_29", - "label": "Calculates a deterministic 64-character SHA-256 fingerprint for the execution.", - "_origin": "ast", - "community": 212, - "community_name": "calculate_execution_fingerprint", - "file_type": "rationale", - "norm_label": "calculates a deterministic 64-character sha-256 fingerprint for the execution.", - "source_file": "src/runtime/core/fingerprint.py", - "source_location": "L29" - }, - { - "id": "tests_runtime_unit_test_fingerprint_rationale_1", - "label": "Unit tests for deterministic fingerprint calculation covering scenarios ID-001\u2026", - "_origin": "ast", - "community": 212, - "community_name": 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"community_name": "render-sequence.mjs", "file_type": "code", - "norm_label": "type", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L137" + "norm_label": "__dirname", + "source_file": ".agents/skills/archify/renderers/sequence/render-sequence.mjs", + "source_location": "L16" }, { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_properties_model_versions", - "label": "model_versions", + "id": "agents_skills_archify_renderers_sequence_render_sequence_layout", + "label": "layout", "_origin": "ast", "community": 213, - "community_name": "model_versions", + "community_name": "render-sequence.mjs", "file_type": "code", - "norm_label": "model_versions", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L136" + "norm_label": "layout", + "source_file": ".agents/skills/archify/renderers/sequence/render-sequence.mjs", + "source_location": "L40" }, { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_json_ref_runtime_fallback", - "label": "runtime_fallback", + "id": "agents_skills_archify_renderers_sequence_render_sequence_legend_catalog", + "label": "LEGEND_CATALOG", "_origin": "ast", "community": 213, - "community_name": "model_versions", - "file_type": "concept", - "norm_label": "runtime_fallback", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L138" + "community_name": "render-sequence.mjs", + "file_type": "code", + "norm_label": "legend_catalog", + "source_file": ".agents/skills/archify/renderers/sequence/render-sequence.mjs", + "source_location": "L390" }, { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_json_ref_runtime_primary", - "label": "runtime_primary", + "id": "agents_skills_archify_renderers_sequence_render_sequence_participantcount", + "label": "participantCount", "_origin": "ast", "community": 213, - "community_name": "model_versions", - "file_type": "concept", - "norm_label": "runtime_primary", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L138" + "community_name": "render-sequence.mjs", + "file_type": "code", + "norm_label": "participantcount", + "source_file": ".agents/skills/archify/renderers/sequence/render-sequence.mjs", + "source_location": "L31" + }, + { + "id": "agents_skills_archify_renderers_sequence_render_sequence_participants", + "label": "participants", + "_origin": "ast", + "community": 213, + "community_name": "render-sequence.mjs", + "file_type": "code", + "norm_label": "participants", + "source_file": ".agents/skills/archify/renderers/sequence/render-sequence.mjs", + "source_location": "L65" + }, + { + "id": "agents_skills_archify_renderers_sequence_render_sequence_participanttextfit", + "label": "participantTextFit", + "_origin": "ast", + "community": 213, + "community_name": "render-sequence.mjs", + "file_type": "code", + "norm_label": "participanttextfit", + "source_file": ".agents/skills/archify/renderers/sequence/render-sequence.mjs", + "source_location": "L11" + }, + { + "id": "agents_skills_archify_renderers_shared_geometry_arrowclassmap", + "label": "arrowClassMap", + "_origin": "ast", + "community": 213, + "community_name": "render-sequence.mjs", + "file_type": "code", + "norm_label": "arrowclassmap", + "source_file": ".agents/skills/archify/renderers/shared/geometry.mjs", + "source_location": "L1277" + }, + { + "id": "agents_skills_archify_renderers_shared_geometry_componentfill", + "label": "componentFill", + "_origin": "ast", + "community": 213, + "community_name": "render-sequence.mjs", + "file_type": "code", + "norm_label": "componentfill", + "source_file": ".agents/skills/archify/renderers/shared/geometry.mjs", + "source_location": "L1257" }, { "id": "specs_006_article_consolidation_runtime_quickstart", @@ -26317,7 +36691,7 @@ "label": "type", "_origin": "ast", "community": 218, - "community_name": "ecp", + "community_name": "properties", "file_type": "code", "norm_label": "type", "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", @@ -26328,18 +36702,51 @@ "label": "type", "_origin": "ast", "community": 218, - "community_name": "ecp", + "community_name": "properties", "file_type": "code", "norm_label": "type", "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", "source_location": "L138" }, + { + "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_config_version_description", + "label": "description", + "_origin": "ast", + "community": 218, + "community_name": "properties", + "file_type": "code", + "norm_label": "description", + "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", + "source_location": "L22" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_config_version_minlength", + "label": "minLength", + "_origin": "ast", + "community": 218, + "community_name": "properties", + "file_type": "code", + "norm_label": "minlength", + "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", + "source_location": "L21" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_config_version_type", + "label": "type", + "_origin": "ast", + "community": 218, + "community_name": "properties", + "file_type": "code", + "norm_label": "type", + "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", + "source_location": "L20" + }, { "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_ecp_additionalproperties", "label": "additionalProperties", "_origin": "ast", "community": 218, - "community_name": "ecp", + "community_name": "properties", "file_type": "code", "norm_label": "additionalproperties", "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", @@ -26350,7 +36757,7 @@ "label": "properties", "_origin": "ast", "community": 218, - "community_name": "ecp", + "community_name": "properties", "file_type": "code", "norm_label": "properties", "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", @@ -26361,7 +36768,7 @@ "label": "required", "_origin": "ast", "community": 218, - "community_name": "ecp", + "community_name": "properties", "file_type": "code", "norm_label": "required", "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", @@ -26372,18 +36779,29 @@ "label": "type", "_origin": "ast", "community": 218, - "community_name": "ecp", + "community_name": "properties", "file_type": "code", "norm_label": "type", "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", "source_location": "L134" }, + { + "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_properties", + "label": "properties", + "_origin": "ast", + "community": 218, + "community_name": "properties", + "file_type": "code", + "norm_label": "properties", + "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", + "source_location": "L18" + }, { "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_properties_canonical_schema_reference", "label": "canonical_schema_reference", "_origin": "ast", "community": 218, - "community_name": "ecp", + "community_name": "properties", "file_type": "code", "norm_label": "canonical_schema_reference", "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", @@ -26394,18 +36812,29 @@ "label": "classifier_module", "_origin": "ast", "community": 218, - "community_name": "ecp", + "community_name": "properties", "file_type": "code", "norm_label": "classifier_module", "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", "source_location": "L138" }, + { + "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_properties_config_version", + "label": "config_version", + "_origin": "ast", + "community": 218, + "community_name": "properties", + "file_type": "code", + "norm_label": "config_version", + "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", + "source_location": "L19" + }, { "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_properties_ecp", "label": "ecp", "_origin": "ast", "community": 218, - "community_name": "ecp", + "community_name": "properties", "file_type": "code", "norm_label": "ecp", "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", @@ -26416,7 +36845,7 @@ "label": "canonical_schema_reference", "_origin": "ast", "community": 218, - "community_name": "ecp", + "community_name": "properties", "file_type": "concept", "norm_label": "canonical_schema_reference", "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", @@ -26427,7 +36856,7 @@ "label": "classifier_module", "_origin": "ast", "community": 218, - "community_name": "ecp", + "community_name": "properties", "file_type": "concept", "norm_label": "classifier_module", "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", @@ -27072,7 +37501,7 @@ "source_location": "L32" }, { - "id": "ref_type", + "id": "specs_006_article_consolidation_runtime_contracts_candidates_payload_schema_json_ref_type", "label": "type", "_origin": "ast", "community": 223, @@ -27083,7 +37512,7 @@ "source_location": "L74" }, { - "id": "ref_url", + "id": "specs_006_article_consolidation_runtime_contracts_candidates_payload_schema_json_ref_url", "label": "url", "_origin": "ast", "community": 223, @@ -27093,6 +37522,39 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/candidates-payload.schema.json", "source_location": "L99" }, + { + "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema", + "label": "runtime-config.schema.json", + "_origin": "ast", + "community": 224, + "community_name": "required", + "file_type": "code", + "norm_label": "runtime-config.schema.json", + "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", + "source_location": "L1" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_additionalproperties", + "label": "additionalProperties", + "_origin": "ast", + "community": 224, + "community_name": "required", + "file_type": "code", + "norm_label": "additionalproperties", + "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", + "source_location": "L192" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_id", + "label": "$id", + "_origin": "ast", + "community": 224, + "community_name": "required", + "file_type": "code", + "norm_label": "$id", + "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", + "source_location": "L3" + }, { "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_required", "label": "required", @@ -27104,6 +37566,50 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", "source_location": "L7" }, + { + "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_schema", + "label": "$schema", + "_origin": "ast", + "community": 224, + "community_name": "required", + "file_type": "code", + "norm_label": "$schema", + "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", + "source_location": "L2" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_title", + "label": "title", + "_origin": "ast", + "community": 224, + "community_name": "required", + "file_type": "code", + "norm_label": "title", + "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", + "source_location": "L5" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_type", + "label": "type", + "_origin": "ast", + "community": 224, + "community_name": "required", + "file_type": "code", + "norm_label": "type", + "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", + "source_location": "L6" + }, + { + "id": "specs_006_article_consolidation_runtime_contracts_runtime_config_schema_x_contract_version", + "label": "x-contract-version", + "_origin": "ast", + "community": 224, + "community_name": "required", + "file_type": "code", + "norm_label": "x-contract-version", + "source_file": "specs/006-article-consolidation-runtime/contracts/runtime-config.schema.json", + "source_location": "L4" + }, { "id": "ref_ecp", "label": "ecp", @@ -28044,28 +38550,6 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/article-input.schema.json", "source_location": "L7" }, - { - "id": "specs_006_article_consolidation_runtime_contracts_candidates_payload_schema_block_candidates_items", - "label": "items", - "_origin": "ast", - "community": 233, - "community_name": "properties", - "file_type": "code", - "norm_label": "items", - "source_file": "specs/006-article-consolidation-runtime/contracts/candidates-payload.schema.json", - "source_location": "L72" - }, - { - "id": "specs_006_article_consolidation_runtime_contracts_candidates_payload_schema_block_candidates_type", - "label": "type", - "_origin": "ast", - "community": 233, - "community_name": "properties", - "file_type": "code", - "norm_label": "type", - "source_file": "specs/006-article-consolidation-runtime/contracts/candidates-payload.schema.json", - "source_location": "L71" - }, { "id": "specs_006_article_consolidation_runtime_contracts_candidates_payload_schema_language_type", "label": "type", @@ -28110,17 +38594,6 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/candidates-payload.schema.json", "source_location": "L16" }, - { - "id": "specs_006_article_consolidation_runtime_contracts_candidates_payload_schema_properties_block_candidates", - "label": "block_candidates", - "_origin": "ast", - "community": 233, - "community_name": "properties", - "file_type": "code", - "norm_label": "block_candidates", - "source_file": "specs/006-article-consolidation-runtime/contracts/candidates-payload.schema.json", - "source_location": "L70" - }, { "id": "specs_006_article_consolidation_runtime_contracts_candidates_payload_schema_properties_language", "label": "language", @@ -29350,17 +39823,6 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L44" }, - { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_ecp_classification_additionalproperties", - "label": "additionalProperties", - "_origin": "ast", - "community": 246, - "community_name": "required", - "file_type": "code", - "norm_label": "additionalproperties", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L89" - }, { "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_ecp_classification_required", "label": "required", @@ -29372,28 +39834,6 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", "source_location": "L64" }, - { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_ecp_classification_type", - "label": "type", - "_origin": "ast", - "community": 246, - "community_name": "required", - "file_type": "code", - "norm_label": "type", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L63" - }, - { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_properties_ecp_classification", - "label": "ecp_classification", - "_origin": "ast", - "community": 246, - "community_name": "required", - "file_type": "code", - "norm_label": "ecp_classification", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L62" - }, { "id": "ref_confidence", "label": "confidence", @@ -31488,70 +41928,235 @@ "source_location": "L5" }, { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_prompt_versions_additionalproperties", - "label": "additionalProperties", + "id": "agents_skills_archify_renderers_shared_cli", + "label": "cli.mjs", "_origin": "ast", "community": 276, - "community_name": "prompt_versions", + "community_name": "cli.mjs", "file_type": "code", - "norm_label": "additionalproperties", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L186" + "norm_label": "cli.mjs", + "source_file": ".agents/skills/archify/renderers/shared/cli.mjs", + "source_location": "L1" }, { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_prompt_versions_required", - "label": "required", + "id": "agents_skills_archify_renderers_shared_cli_outputpathguards", + "label": "outputPathGuards", "_origin": "ast", "community": 276, - "community_name": "prompt_versions", + "community_name": "cli.mjs", "file_type": "code", - "norm_label": "required", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L165" + "norm_label": "outputpathguards", + "source_file": ".agents/skills/archify/renderers/shared/cli.mjs", + "source_location": "L13" }, { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_prompt_versions_type", - "label": "type", + "id": "agents_skills_archify_renderers_shared_cli_relationship_collections", + "label": "RELATIONSHIP_COLLECTIONS", "_origin": "ast", "community": 276, - "community_name": "prompt_versions", + "community_name": "cli.mjs", "file_type": "code", - "norm_label": "type", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L164" + "norm_label": "relationship_collections", + "source_file": ".agents/skills/archify/renderers/shared/cli.mjs", + "source_location": "L80" }, { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_properties_prompt_versions", - "label": "prompt_versions", + "id": "agents_skills_archify_renderers_shared_cli_semantic_collections", + "label": "SEMANTIC_COLLECTIONS", "_origin": "ast", "community": 276, - "community_name": "prompt_versions", + "community_name": "cli.mjs", "file_type": "code", - "norm_label": "prompt_versions", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L163" + "norm_label": "semantic_collections", + "source_file": ".agents/skills/archify/renderers/shared/cli.mjs", + "source_location": "L72" }, { - "id": "specs_006_article_consolidation_runtime_contracts_manifest_output_schema_json_ref_article_content_hygiene", - "label": "article_content_hygiene", + "id": "agents_skills_archify_renderers_shared_cli_start_types", + "label": "START_TYPES", "_origin": "ast", "community": 276, - "community_name": "prompt_versions", - "file_type": "concept", - "norm_label": "article_content_hygiene", - "source_file": "specs/006-article-consolidation-runtime/contracts/manifest-output.schema.json", - "source_location": "L165" + "community_name": "cli.mjs", + "file_type": "code", + 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"community_name": "cli.mjs", + "file_type": "code", + "norm_label": "boundarykey", + "source_file": ".agents/skills/archify/renderers/shared/diagnostics.mjs", + "source_location": "L7" + }, + { + "id": "agents_skills_archify_renderers_shared_diagnostics_recorded", + "label": "recorded", + "_origin": "ast", + "community": 276, + "community_name": "cli.mjs", + "file_type": "code", + "norm_label": "recorded", + "source_file": ".agents/skills/archify/renderers/shared/diagnostics.mjs", + "source_location": "L5" + }, + { + "id": "agents_skills_archify_renderers_shared_diagnostics_recordedmessages", + "label": "recordedMessages", + "_origin": "ast", + "community": 276, + "community_name": "cli.mjs", + "file_type": "code", + "norm_label": "recordedmessages", + "source_file": ".agents/skills/archify/renderers/shared/diagnostics.mjs", + "source_location": "L6" + }, + { + "id": "agents_skills_archify_renderers_shared_utils", + "label": "utils.mjs", + "_origin": "ast", + "community": 276, + "community_name": "cli.mjs", + "file_type": "code", + "norm_label": "utils.mjs", + "source_file": ".agents/skills/archify/renderers/shared/utils.mjs", + "source_location": "L1" + }, + { + "id": "agents_skills_archify_renderers_shared_utils_escape_map", + "label": "ESCAPE_MAP", + "_origin": "ast", + "community": 276, + "community_name": "cli.mjs", + "file_type": "code", + "norm_label": "escape_map", + "source_file": ".agents/skills/archify/renderers/shared/utils.mjs", + "source_location": "L1" + }, + { + "id": "agents_skills_archify_renderers_shared_utils_sigil_shape", + "label": "SIGIL_SHAPE", + "_origin": "ast", + "community": 276, + "community_name": "cli.mjs", + "file_type": "code", + "norm_label": "sigil_shape", + "source_file": ".agents/skills/archify/renderers/shared/utils.mjs", + "source_location": "L44" + }, + { + "id": "agents_skills_archify_renderers_shared_utils_sigil_tone", + "label": "SIGIL_TONE", + "_origin": "ast", + "community": 276, + "community_name": "cli.mjs", + "file_type": "code", + "norm_label": "sigil_tone", + "source_file": ".agents/skills/archify/renderers/shared/utils.mjs", + "source_location": "L28" + }, + { + "id": "agents_skills_archify_renderers_shared_utils_template_placeholders", + "label": "TEMPLATE_PLACEHOLDERS", + "_origin": "ast", + "community": 276, + "community_name": "cli.mjs", + "file_type": "code", + "norm_label": "template_placeholders", + "source_file": ".agents/skills/archify/renderers/shared/utils.mjs", + "source_location": "L107" + }, + { + "id": "agents_skills_archify_renderers_shared_validator", + "label": "validator.mjs", + "_origin": "ast", + "community": 276, + "community_name": "cli.mjs", + "file_type": "code", + "norm_label": "validator.mjs", + "source_file": ".agents/skills/archify/renderers/shared/validator.mjs", + "source_location": "L1" + }, + { + "id": "agents_skills_archify_test_settled_flow_test", + "label": "settled-flow.test.mjs", + "_origin": "ast", + "community": 276, + "community_name": "cli.mjs", + "file_type": "code", + "norm_label": "settled-flow.test.mjs", + "source_file": ".agents/skills/archify/test/settled-flow.test.mjs", + "source_location": "L1" + }, + { + "id": "agents_skills_archify_test_settled_flow_test_cases", + "label": "CASES", + "_origin": "ast", + "community": 276, + "community_name": "cli.mjs", + "file_type": "code", + "norm_label": "cases", + "source_file": ".agents/skills/archify/test/settled-flow.test.mjs", + "source_location": "L15" + }, + { + "id": "agents_skills_archify_test_settled_flow_test_dirname", + "label": "__dirname", + "_origin": "ast", + "community": 276, + "community_name": "cli.mjs", + "file_type": "code", + "norm_label": "__dirname", + "source_file": ".agents/skills/archify/test/settled-flow.test.mjs", + "source_location": "L10" + }, + { + "id": "agents_skills_archify_test_settled_flow_test_skillroot", + "label": "skillRoot", + "_origin": "ast", + "community": 276, + "community_name": "cli.mjs", + "file_type": "code", + "norm_label": "skillroot", + "source_file": ".agents/skills/archify/test/settled-flow.test.mjs", + "source_location": "L11" + }, + { + "id": "agents_skills_archify_test_settled_flow_test_template", + "label": "template", + "_origin": "ast", + "community": 276, + "community_name": "cli.mjs", + "file_type": "code", + "norm_label": "template", + "source_file": ".agents/skills/archify/test/settled-flow.test.mjs", + "source_location": "L12" + }, + { + "id": "agents_skills_archify_test_settled_flow_test_tmp", + "label": "tmp", + "_origin": "ast", + "community": 276, + "community_name": "cli.mjs", + "file_type": "code", + "norm_label": "tmp", + "source_file": ".agents/skills/archify/test/settled-flow.test.mjs", + "source_location": "L13" }, { "id": "docs_structured_extraction_01_prd_runtime_consolidacao_artigos_12_1_limite", @@ -32442,6 +43047,710 @@ "source_file": "specs/006-article-consolidation-runtime/contracts/hygiene-response.schema.json", "source_location": "L37" }, + { + "id": "agents_skills_archify_renderers_shared_generated_validators", + "label": "generated-validators.mjs", + "_origin": "ast", + "community": 294, + "community_name": "generated-validators.mjs", + "file_type": "code", + "norm_label": "generated-validators.mjs", + "source_file": ".agents/skills/archify/renderers/shared/generated-validators.mjs", + "source_location": "L1" + }, + { + "id": "agents_skills_archify_renderers_shared_generated_validators_architecture", + "label": "architecture", + "_origin": "ast", + "community": 294, + "community_name": "generated-validators.mjs", + "file_type": "code", + "norm_label": "architecture", + "source_file": ".agents/skills/archify/renderers/shared/generated-validators.mjs", + "source_location": "L13" + }, + { + "id": "agents_skills_archify_renderers_shared_generated_validators_dataflow", + "label": "dataflow", + "_origin": "ast", + "community": 294, + "community_name": "generated-validators.mjs", + "file_type": "code", + "norm_label": "dataflow", + 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}, - { - "id": "tests_runtime_contract_test_manifest_output_contract", - "label": "test_manifest_output_contract.py", - "_origin": "ast", - "community": 52, - "community_name": "config.py", - "file_type": "code", - "norm_label": "test_manifest_output_contract.py", - "source_file": "tests/runtime/contract/test_manifest_output_contract.py", - "source_location": "L1" - }, { "id": "tests_runtime_contract_test_repair_operations_contract", "label": "test_repair_operations_contract.py", "_origin": "ast", "community": 52, - "community_name": "config.py", + "community_name": "create_schema_registry", "file_type": "code", "norm_label": "test_repair_operations_contract.py", "source_file": "tests/runtime/contract/test_repair_operations_contract.py", @@ -36301,7 +62972,7 @@ "label": "test_runtime_config_contract.py", "_origin": "ast", "community": 52, - "community_name": "config.py", + "community_name": "create_schema_registry", "file_type": "code", "norm_label": "test_runtime_config_contract.py", 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tests for article-input.schema.json evaluated against all 20 reference\u2026", "_origin": "ast", "community": 52, - "community_name": "config.py", + "community_name": "create_schema_registry", "file_type": "rationale", "norm_label": "contract tests for article-input.schema.json evaluated against all 20 reference...", "source_file": "tests/runtime/contract/test_article_input_contract.py", @@ -36378,7 +63005,7 @@ "label": "Contract tests for candidates-payload.schema.json.", "_origin": "ast", "community": 52, - "community_name": "config.py", + "community_name": "create_schema_registry", "file_type": "rationale", "norm_label": "contract tests for candidates-payload.schema.json.", "source_file": "tests/runtime/contract/test_candidates_payload_contract.py", @@ -36389,7 +63016,7 @@ "label": "Contract tests for enrichment-response.schema.json.", "_origin": "ast", "community": 52, - "community_name": "config.py", + "community_name": "create_schema_registry", "file_type": "rationale", "norm_label": "contract tests for enrichment-response.schema.json.", "source_file": "tests/runtime/contract/test_enrichment_response_contract.py", @@ -36400,29 +63027,18 @@ "label": "Contract tests for hygiene-response.schema.json.", "_origin": "ast", "community": 52, - "community_name": "config.py", + "community_name": "create_schema_registry", "file_type": "rationale", "norm_label": "contract tests for hygiene-response.schema.json.", "source_file": "tests/runtime/contract/test_hygiene_response_contract.py", "source_location": "L1" }, - { - "id": "tests_runtime_contract_test_manifest_output_contract_rationale_1", - "label": "Contract tests for manifest-output.schema.json.", - "_origin": "ast", - "community": 52, - "community_name": "config.py", - "file_type": "rationale", - "norm_label": "contract tests for manifest-output.schema.json.", - "source_file": "tests/runtime/contract/test_manifest_output_contract.py", - "source_location": "L1" - }, { "id": 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Module", "161": "Markdown Normalization", "162": "Archify Visualizer (open-artifact)", "163": "Archify Visualizer (architecture.schema)", "164": "Archify Visualizer (architecture.schema)", "165": "Archify Visualizer (common.schema)", "166": "Archify Visualizer (dataflow.schema)", "167": "Archify Visualizer (lifecycle.schema)", "168": "Archify Visualizer (workflow.schema)", "169": "Archify Visualizer (animation.test)", "170": "Archify Visualizer (guided-views.test)", "171": "Archify Visualizer (landing.test)", "172": "Archify Visualizer (preset-tryon.test)", "173": "Archify Visualizer (reach-share-card.test)", "174": "Archify Visualizer (relationship-direct-explorer.test)", "175": "Archify Visualizer (relationship-lens.test)", "176": "Archify Visualizer (relationship-permalink.test)", "177": "Archify Visualizer (release-identity.test)", "178": "Archify Visualizer (repair-receipt.test)", "179": "Archify Visualizer (route-journey.test)", "180": "Archify Visualizer (route-share-card.test)", "181": "Archify Visualizer (semantic-legend-gateway.test)", "182": "Archify Visualizer (sequence-column-fit.test)", "183": "Archify Visualizer (share-card-export.test)", "184": "Archify Visualizer (story-carrier.test)", "185": "Archify Visualizer (story-director-strip.test)", "186": "Archify Visualizer (story-follow-camera.test)", "187": "Archify Visualizer (story-moment-link.test)", "188": "Archify Visualizer (story-shelf.test)", "189": "Hygiene Response.Schema Module", "190": "Media Output.Schema Module", "191": "Hygiene Response.Schema Module", "192": "Manifest Output.Schema Module", "193": "Manifest Output.Schema Module", "194": "Media Output.Schema Module", "195": "Invariants Module", "196": "Archify Visualizer (visual-check)", "197": "Archify Visualizer (architecture.schema)", "198": "Archify Visualizer (dataflow.schema)", "199": "Archify Visualizer (sequence.schema)", "200": "Archify Visualizer (workflow.schema)", "201": "Archify Visualizer (workflow.schema)", "202": "Archify Visualizer (chapter-handoff.test)", "203": "Archify Visualizer (chapter-rail.test)", "204": "Archify Visualizer (diagram-guide.test)", "205": "Archify Visualizer (finder.test)", "206": "Archify Visualizer (intent-trace.test)", "207": "Archify Visualizer (motion-governor.test)", "208": "Archify Visualizer (presentation.test)", "209": "Archify Visualizer (preview.test)", "210": "Archify Visualizer (relationship-pulse.test)", "211": "Archify Visualizer (route-probe.test)", "212": "Archify Visualizer (semantic-camera.test)", "213": "Archify Visualizer (semantic-flow.test)", "214": "Archify Visualizer (semantic-lens.test)", "215": "Archify Visualizer (semantic-passport.test)", "216": "Archify Visualizer (semantic-zoom.test)", "217": "Archify Visualizer (settled-flow.test)", "218": "Archify Visualizer (story-beat-navigator.test)", "219": "Archify Visualizer (story-horizon.test)", "220": "Manifest Output.Schema Module", "221": "Manifest Output.Schema Module", "222": "Media Output.Schema Module", "223": "Candidates Payload.Schema Module", "224": "Markdown Normalization", "225": "Google News & Stealth Ingestion", "226": "Ecp Snapshot.Schema Module", "227": "Hygiene Response.Schema Module", "228": "Media Output.Schema Module", "229": "Test Cli Subprocess Pipeline Module", "230": "Archify Visualizer (architecture.schema)", "231": "Archify Visualizer (architecture.schema)", "232": "Archify Visualizer (architecture.schema)", "233": "Archify Visualizer (architecture.schema)", "234": "Archify Visualizer (architecture.schema)", "235": "Archify Visualizer (common.schema)", "236": "Archify Visualizer (sequence.schema)", "237": "Archify Visualizer (sequence.schema)", "238": "Archify Visualizer (automatic-port-spread.test)", "239": "Archify Visualizer (render-output-checks.test)", "240": "Archify Visualizer (skill-metadata.test)", "241": "Archify Visualizer (story-trail.test)", "242": "LLM & Embedding Adapters", "243": "Markdown Normalization", "244": "Google News & Stealth Ingestion", "245": "Create New Feature Module", "246": "Article Input.Schema Module", "247": "Manifest Output.Schema Module", "248": "Runtime Configuration & Governance", "249": "Test Prompt Injection Guard Module", "250": "LLM & Embedding Adapters", "251": "Archify Visualizer (architecture.schema)", "252": "Archify Visualizer (common.schema)", "253": "Archify Visualizer (sequence.schema)", "254": "Archify Visualizer (sequence.schema)", "255": "Archify Visualizer (render-examples)", "256": "Archify Visualizer (authoring-safety-contract.test)", "257": "Archify Visualizer (base-input-compatibility.test)", "258": "Archify Visualizer (release-package-gates.test)", "259": "Eval Runner Module", "260": "Runtime Configuration & Governance", "261": "Archify Visualizer (architecture.schema)", "262": "Archify Visualizer (architecture.schema)", "263": "Archify Visualizer (architecture.schema)", "264": "Archify Visualizer (dataflow.schema)", "265": "Archify Visualizer (lifecycle.schema)", "266": "Archify Visualizer (lifecycle.schema)", "267": "Archify Visualizer (sequence.schema)", "268": "Archify Visualizer (sequence.schema)", "269": "Archify Visualizer (workflow.schema)", "270": "Archify Visualizer (workflow.schema)", "271": "Archify Visualizer (workflow.schema)", "272": "Archify Visualizer (workflow.schema)", "273": "Archify Visualizer (community-proof-intake.test)", "274": "Archify Visualizer (cursor-onboarding.test)", "275": "Archify Visualizer (delivery-contract.test)", "276": "Archify Visualizer (guide-page.test)", "277": "Archify Visualizer (proof-aperture.test)", "278": "Archify Visualizer (start-page.test)", "279": "Build Release Metadata Module", "280": "Markdown Normalization", "281": "Multi-Engine Article Extraction", "282": "Hygiene Response.Schema Module", "283": "Hygiene Response.Schema Module", "284": "Media Output.Schema Module", "285": "Test Prompts Contract Module", "286": "Test Gateway Faults Module", "287": "Test Model Gateway Module", "288": "Archify Visualizer (architecture.schema)", "289": "Archify Visualizer (architecture.schema)", "290": "Archify Visualizer (architecture.schema)", "291": "Archify Visualizer (architecture.schema)", "292": "Archify Visualizer (architecture.schema)", "293": "Archify Visualizer (dataflow.schema)", "294": "Archify Visualizer (dataflow.schema)", "295": "Archify Visualizer (dataflow.schema)", "296": "Archify Visualizer (dataflow.schema)", "297": "Archify Visualizer (dataflow.schema)", "298": "Archify Visualizer (lifecycle.schema)", "299": "Archify Visualizer (lifecycle.schema)", "300": "Archify Visualizer (lifecycle.schema)", "301": "Archify Visualizer (lifecycle.schema)", "302": "Archify Visualizer (sequence.schema)", "303": "Archify Visualizer (sequence.schema)", "304": "Archify Visualizer (workflow.schema)", "305": "Archify Visualizer (workflow.schema)", "306": "Archify Visualizer (generate-validators.test)", "307": "Archify Visualizer (toolbar-polish.test)", "308": "Ci Check Module", "309": "Prepare Reference 20 Module", "310": "Observability & Telemetry", "311": "NLP Inherence Classifier", "312": "Test Contract Parity Module", "313": "Test Zero Regex Enforcement Module", "314": " Init Module", "315": "NLP Inherence Classifier", "316": " Init Module", "317": "LLM & Embedding Adapters", "318": " Init Module", "319": "NLP Inherence Classifier", "320": "Markdown Normalization", "321": "Markdown Normalization", "322": "Markdown Normalization", "323": "Markdown Normalization", "324": "Markdown Normalization", "325": "Markdown Normalization", "326": "Markdown Normalization", "327": "Pyproject Module", "328": "Check Prerequisites Module", "329": "Resolve Template Module", "330": "Setup Plan Module", "331": "Setup Tasks Module"} \ No newline at end of file diff --git a/graphify-out/2026-08-25/GRAPH_REPORT.md b/graphify-out/2026-08-25/GRAPH_REPORT.md new file mode 100644 index 0000000..ee17df2 --- /dev/null +++ b/graphify-out/2026-08-25/GRAPH_REPORT.md @@ -0,0 +1,1583 @@ +# Graph Report - TextNLPClassifierApp (2026-08-25) + +## Corpus Check +- Large corpus: 521 files · ~902,420 words. Semantic extraction will be expensive (many Claude tokens). Consider running on a subfolder. + +## Summary +- 4329 nodes · 7037 edges · 332 communities (302 shown, 30 thin omitted) +- Extraction: 99% EXTRACTED · 1% INFERRED · 0% AMBIGUOUS · INFERRED: 95 edges (avg confidence: 0.9) +- Token cost: 0 input · 0 output + +## Community Hubs (Navigation) +- Archify Visualizer (architecture-delta) +- Archify Visualizer (render-architecture) +- NLP Inherence Classifier +- LLM & Embedding Adapters +- LLM & Embedding Adapters +- Runtime Configuration & Governance +- Archify Visualizer (geometry) +- Archify Visualizer (diagnostics) +- Archify Visualizer (brand-marks) +- Archify Visualizer (dataflow.schema) +- Archify Visualizer (lifecycle.schema) +- Archify Visualizer (workflow.schema) +- NLP Inherence Classifier +- Archify Visualizer (archify) +- Archify Visualizer (webm-artifact.smoke) +- Archify Visualizer (render-sequence) +- Archify Visualizer (check-render-output) +- LLM & Embedding Adapters +- Archify Visualizer (workflow.schema) +- NLP Inherence Classifier +- Archify Visualizer (generated-validators) +- Multi-Engine Article Extraction +- Archify Visualizer (lifecycle.schema) +- Archify Visualizer (render-dataflow) +- Multi-Engine Article Extraction +- Runtime Configuration & Governance +- Archify Visualizer (dataflow.schema) +- Repair Operations.Schema Module +- NLP Inherence Classifier +- Multi-Engine Article Extraction +- Test Classify Exhaustive Suite Module +- Archify Visualizer (render-lifecycle) +- Archify Visualizer (render-workflow) +- Archify Visualizer (architecture.schema) +- Enrichment Response.Schema Module +- Archify Visualizer (package) +- NLP Inherence Classifier +- Archify Visualizer (preview) +- NLP Inherence Classifier +- Runtime Configuration & Governance +- Archify Visualizer (workflow.schema) +- Archify Visualizer (layout-rules.test) +- Harness Module +- Markdown Normalization +- Storage & State Persistence +- Multi-Engine Article Extraction +- Archify Visualizer (architecture.schema) +- Archify Visualizer (visual-check) +- Article Input.Schema Module +- Manifest Output.Schema Module +- Archify Visualizer (scenarios) +- Multi-Engine Article Extraction +- Manifest Output.Schema Module +- Multi-Engine Article Extraction +- Candidates Payload.Schema Module +- Runtime Configuration & Governance +- Parser Module +- Storage & State Persistence +- Archify Visualizer (sequence.schema) +- Archify Visualizer (sequence.schema) +- Archify Visualizer (golden) +- Google News & Stealth Ingestion +- Archify Visualizer (output-path) +- Archify Visualizer (common.schema) +- Markdown Normalization +- Candidates Payload.Schema Module +- Manifest Output.Schema Module +- Manifest Output.Schema Module +- NLP Inherence Classifier +- Harness Module +- Test Language Module +- Google News & Stealth Ingestion +- Check Zero Regex Module +- Manifest Output.Schema Module +- Runtime Configuration & Governance +- Manifest Output.Schema Module +- Multi-Engine Article Extraction +- Article Input.Schema Module +- Observability & Telemetry +- Archify Visualizer (desktop-readability) +- Archify Visualizer (architecture.schema) +- Archify Visualizer (common.schema) +- Archify Visualizer (dataflow.schema) +- Archify Visualizer (legend-contract.test) +- Runtime Configuration & Governance +- Manifest Output.Schema Module +- Common Module +- Article Input.Schema Module +- State Machine Module +- Archify Visualizer (visual-check.test) +- Archify Visualizer (architecture.schema) +- Archify Visualizer (lifecycle.schema) +- Candidates Payload.Schema Module +- Runtime Configuration & Governance +- Archify Visualizer (lifecycle.schema) +- Archify Visualizer (generate-brand-marks) +- Runtime Configuration & Governance +- Article Input.Schema Module +- Manifest Output.Schema Module +- Archify Visualizer (architecture.schema) +- Archify Visualizer (common.schema) +- Archify Visualizer (dataflow.schema) +- Archify Visualizer (dataflow.schema) +- Archify Visualizer (lifecycle.schema) +- Archify Visualizer (workflow.schema) +- Candidates Payload.Schema Module +- Candidates Payload.Schema Module +- Markdown Normalization +- Multi-Engine Article Extraction +- Google News & Stealth Ingestion +- Article Input.Schema Module +- Manifest Output.Schema Module +- Runtime Configuration & Governance +- Equivalence Module +- LLM & Embedding Adapters +- Archify Visualizer (architecture.schema) +- Archify Visualizer (sequence.schema) +- Archify Visualizer (sequence.schema) +- Archify Visualizer (semantic-radar.test) +- Media Output.Schema Module +- LLM & Embedding Adapters +- Archify Visualizer (architecture.schema) +- Archify Visualizer (common.schema) +- Archify Visualizer (degraded.test) +- Archify Visualizer (viewer-chrome-layout.test) +- Runtime Configuration & Governance +- Article Input.Schema Module +- Article Input.Schema Module +- Hygiene Response.Schema Module +- Archify Visualizer (repository-evidence) +- Archify Visualizer (common.schema) +- Archify Visualizer (lifecycle.schema) +- Archify Visualizer (sequence.schema) +- Archify Visualizer (sequence.schema) +- Archify Visualizer (workflow.schema) +- Archify Visualizer (ordinary-model-floor.test) +- Archify Visualizer (output-path.test) +- Archify Visualizer (preview-contract.test) +- Archify Visualizer (real-repository-proof.test) +- Archify Visualizer (v1-compatibility.test) +- Markdown Normalization +- Google News & Stealth Ingestion +- Hygiene Response.Schema Module +- Media Output.Schema Module +- LLM & Embedding Adapters +- Archify Visualizer (lifecycle.schema) +- Archify Visualizer (workflow.schema) +- Archify Visualizer (workflow.schema) +- Archify Visualizer (generate-validators) +- Archify Visualizer (authored-reachability.test) +- Archify Visualizer (chapter-delta-preview.test) +- Archify Visualizer (cli.test) +- Archify Visualizer (readme-showcase.test) +- Archify Visualizer (repository-evidence.test) +- Runtime Configuration & Governance +- LLM & Embedding Adapters +- Runtime Configuration & Governance +- Article Input.Schema Module +- Candidates Payload.Schema Module +- Preflight Module +- Smoke Module +- Markdown Normalization +- Archify Visualizer (open-artifact) +- Archify Visualizer (architecture.schema) +- Archify Visualizer (architecture.schema) +- Archify Visualizer (common.schema) +- Archify Visualizer (dataflow.schema) +- Archify Visualizer (lifecycle.schema) +- Archify Visualizer (workflow.schema) +- Archify Visualizer (animation.test) +- Archify Visualizer (guided-views.test) +- Archify Visualizer (landing.test) +- Archify Visualizer (preset-tryon.test) +- Archify Visualizer (reach-share-card.test) +- Archify Visualizer (relationship-direct-explorer.test) +- Archify Visualizer (relationship-lens.test) +- Archify Visualizer (relationship-permalink.test) +- Archify Visualizer (release-identity.test) +- Archify Visualizer (repair-receipt.test) +- Archify Visualizer (route-journey.test) +- Archify Visualizer (route-share-card.test) +- Archify Visualizer (semantic-legend-gateway.test) +- Archify Visualizer (sequence-column-fit.test) +- Archify Visualizer (share-card-export.test) +- Archify Visualizer (story-carrier.test) +- Archify Visualizer (story-director-strip.test) +- Archify Visualizer (story-follow-camera.test) +- Archify Visualizer (story-moment-link.test) +- Archify Visualizer (story-shelf.test) +- Hygiene Response.Schema Module +- Media Output.Schema Module +- Hygiene Response.Schema Module +- Manifest Output.Schema Module +- Manifest Output.Schema Module +- Media Output.Schema Module +- Invariants Module +- Archify Visualizer (visual-check) +- Archify Visualizer (architecture.schema) +- Archify Visualizer (dataflow.schema) +- Archify Visualizer (sequence.schema) +- Archify Visualizer (workflow.schema) +- Archify Visualizer (workflow.schema) +- Archify Visualizer (chapter-handoff.test) +- Archify Visualizer (chapter-rail.test) +- Archify Visualizer (diagram-guide.test) +- Archify Visualizer (finder.test) +- Archify Visualizer (intent-trace.test) +- Archify Visualizer (motion-governor.test) +- Archify Visualizer (presentation.test) +- Archify Visualizer (preview.test) +- Archify Visualizer (relationship-pulse.test) +- Archify Visualizer (route-probe.test) +- Archify Visualizer (semantic-camera.test) +- Archify Visualizer (semantic-flow.test) +- Archify Visualizer (semantic-lens.test) +- Archify Visualizer (semantic-passport.test) +- Archify Visualizer (semantic-zoom.test) +- Archify Visualizer (settled-flow.test) +- Archify Visualizer (story-beat-navigator.test) +- Archify Visualizer (story-horizon.test) +- Manifest Output.Schema Module +- Manifest Output.Schema Module +- Media Output.Schema Module +- Candidates Payload.Schema Module +- Markdown Normalization +- Google News & Stealth Ingestion +- Ecp Snapshot.Schema Module +- Hygiene Response.Schema Module +- Media Output.Schema Module +- Test Cli Subprocess Pipeline Module +- Archify Visualizer (architecture.schema) +- Archify Visualizer (architecture.schema) +- Archify Visualizer (architecture.schema) +- Archify Visualizer (architecture.schema) +- Archify Visualizer (architecture.schema) +- Archify Visualizer (common.schema) +- Archify Visualizer (sequence.schema) +- Archify Visualizer (sequence.schema) +- Archify Visualizer (automatic-port-spread.test) +- Archify Visualizer (render-output-checks.test) +- Archify Visualizer (skill-metadata.test) +- Archify Visualizer (story-trail.test) +- LLM & Embedding Adapters +- Markdown Normalization +- Google News & Stealth Ingestion +- Create New Feature Module +- Article Input.Schema Module +- Manifest Output.Schema Module +- Runtime Configuration & Governance +- Test Prompt Injection Guard Module +- LLM & Embedding Adapters +- Archify Visualizer (architecture.schema) +- Archify Visualizer (common.schema) +- Archify Visualizer (sequence.schema) +- Archify Visualizer (sequence.schema) +- Archify Visualizer (render-examples) +- Archify Visualizer (authoring-safety-contract.test) +- Archify Visualizer (base-input-compatibility.test) +- Archify Visualizer (release-package-gates.test) +- Eval Runner Module +- Runtime Configuration & Governance +- Archify Visualizer (architecture.schema) +- Archify Visualizer (architecture.schema) +- Archify Visualizer (architecture.schema) +- Archify Visualizer (dataflow.schema) +- Archify Visualizer (lifecycle.schema) +- Archify Visualizer (lifecycle.schema) +- Archify Visualizer (sequence.schema) +- Archify Visualizer (sequence.schema) +- Archify Visualizer (workflow.schema) +- Archify Visualizer (workflow.schema) +- Archify Visualizer (workflow.schema) +- Archify Visualizer (workflow.schema) +- Archify Visualizer (community-proof-intake.test) +- Archify Visualizer (cursor-onboarding.test) +- Archify Visualizer (delivery-contract.test) +- Archify Visualizer (guide-page.test) +- Archify Visualizer (proof-aperture.test) +- Archify Visualizer (start-page.test) +- Build Release Metadata Module +- Markdown Normalization +- Multi-Engine Article Extraction +- Hygiene Response.Schema Module +- Hygiene Response.Schema Module +- Media Output.Schema Module +- Test Prompts Contract Module +- Test Gateway Faults Module +- Test Model Gateway Module +- Archify Visualizer (architecture.schema) +- Archify Visualizer (architecture.schema) +- Archify Visualizer (architecture.schema) +- Archify Visualizer (architecture.schema) +- Archify Visualizer (architecture.schema) +- Archify Visualizer (dataflow.schema) +- Archify Visualizer (dataflow.schema) +- Archify Visualizer (dataflow.schema) +- Archify Visualizer (dataflow.schema) +- Archify Visualizer (dataflow.schema) +- Archify Visualizer (lifecycle.schema) +- Archify Visualizer (lifecycle.schema) +- Archify Visualizer (lifecycle.schema) +- Archify Visualizer (lifecycle.schema) +- Archify Visualizer (sequence.schema) +- Archify Visualizer (sequence.schema) +- Archify Visualizer (workflow.schema) +- Archify Visualizer (workflow.schema) +- Archify Visualizer (generate-validators.test) +- Archify Visualizer (toolbar-polish.test) +- Ci Check Module +- Prepare Reference 20 Module +- Observability & Telemetry +- NLP Inherence Classifier +- Test Contract Parity Module +- Test Zero Regex Enforcement Module +- Init Module +- NLP Inherence Classifier +- Init Module +- LLM & Embedding Adapters +- Init Module +- NLP Inherence Classifier +- Markdown Normalization +- Markdown Normalization +- Markdown Normalization +- Markdown Normalization +- Markdown Normalization +- Markdown Normalization +- Markdown Normalization +- Pyproject Module + +## God Nodes (most connected - your core abstractions) +1. `ECPSnapshot` - 70 edges +2. `InherenceClassifier` - 62 edges +3. `LLMFallbackAdapter` - 45 edges +4. `asArray()` - 44 edges +5. `esc()` - 39 edges +6. `SQLiteStore` - 37 edges +7. `null` - 36 edges +8. `process_batch()` - 33 edges +9. `textUnits()` - 31 edges +10. `string` - 31 edges + +## Surprising Connections (you probably didn't know these) +- `test_e2e_extract_google_news_live_pipeline()` --uses--> `ExtractionResult` [INFERRED] + tests/tools/test_extract_google_news.py → scripts/extract_google_news.py +- `test_runtime_config_fixture_loads_successfully()` --calls--> `load_runtime_config()` [EXTRACTED] + tests/runtime/contract/test_runtime_config_contract.py → src/runtime/core/config.py +- `classifier()` --uses--> `InherenceClassifier` [INFERRED] + tests/tools/test_benchmark_24.py → src/tools/classifier.py +- `test_funnel_multilingual_language_detection()` --uses--> `InherenceClassifier` [INFERRED] + tests/tools/test_e2e_text_analysis_pipeline.py → src/tools/classifier.py +- `test_classification_result_serialization()` --calls--> `ClassificationResult` [EXTRACTED] + tests/tools/test_models.py → src/tools/models.py + +## Import Cycles +- None detected. + +## Communities (332 total, 30 thin omitted) + +### Community 0 - "Archify Visualizer (architecture-delta)" +Cohesion: 0.07 +Nodes (68): addNodeMarker(), addState(), annotateArchitectureSideSvg(), architectureDeltaChangeRows(), ArchitectureDeltaError, BOUNDARY_FIELDS, boundaryChangeMap(), boundaryElements() (+60 more) + +### Community 1 - "Archify Visualizer (render-architecture)" +Cohesion: 0.05 +Nodes (69): DEFAULT_GRID, gridLayout(), resolveComponentPos(), validateGridPlacement(), alignFacingPorts(), architectureLegendEntries, automaticPorts, autoViewBoxFor() (+61 more) + +### Community 2 - "NLP Inherence Classifier" +Cohesion: 0.05 +Nodes (69): InherenceClassifier, Tier 1 Deterministic NLP Entity Inherence Classifier with optional Tier 2 /…, ECPSnapshot, Unit tests for optional adapter interfaces (Tier 2 / Tier 3)., test_classifier_with_adapter_flags(), Content about apple fruit/culinary recipe against Apple Inc. tech entity., test_adversarial_apple_fruit_recipe(), petrobras_ecp() (+61 more) + +### Community 3 - "LLM & Embedding Adapters" +Cohesion: 0.07 +Nodes (43): calculate_exact_file_sha256(), load_runtime_config(), ModelRoleConfig, Any, Path, Runtime configuration loading, validation, and release metadata byte hash…, Reusable validation ensuring no powerful or uncertified models are used in any…, RuntimeConfig (+35 more) + +### Community 4 - "LLM & Embedding Adapters" +Cohesion: 0.06 +Nodes (39): Connection, main(), Any, Path, State and artifact reconciliation CLI., reconcile_runtime(), flush_telemetry_queue(), main() (+31 more) + +### Community 5 - "Runtime Configuration & Governance" +Cohesion: 0.05 +Nodes (54): endpoint_url, enrichment_prompt_version, enrichment_schema_version, hygiene_prompt_version, hygiene_schema_version, max_retries, parameters, timeout_seconds (+46 more) + +### Community 6 - "Archify Visualizer (geometry)" +Cohesion: 0.14 +Nodes (49): validateArchitecture(), validateDataflow(), validateLifecycle(), recordDiagnostic(), asArray(), automaticPortRhythmBridge(), cleanAmbiguousCorridorProblems(), cleanBorderRunProblems() (+41 more) + +### Community 7 - "Archify Visualizer (diagnostics)" +Cohesion: 0.07 +Nodes (40): loadDiagram(), loadDiagramWithBrandMarks(), outputPathGuards, RELATIONSHIP_COLLECTIONS, SEMANTIC_COLLECTIONS, START_TYPES, validateGuidedViews(), validateRelationshipIds() (+32 more) + +### Community 8 - "Archify Visualizer (brand-marks)" +Cohesion: 0.08 +Nodes (36): asUrl(), attribute(), beforeDeadline(), captureBrandReference(), captureRemoteBrand(), captureTimeoutMilliseconds(), checkedFetch(), COLLECTIONS (+28 more) + +### Community 9 - "Archify Visualizer (dataflow.schema)" +Cohesion: 0.04 +Nodes (45): enum, additionalProperties, properties, type, blueprint, classic, editorial, none (+37 more) + +### Community 10 - "Archify Visualizer (lifecycle.schema)" +Cohesion: 0.04 +Nodes (45): enum, additionalProperties, properties, type, blueprint, classic, editorial, none (+37 more) + +### Community 11 - "Archify Visualizer (workflow.schema)" +Cohesion: 0.04 +Nodes (45): enum, additionalProperties, properties, type, blueprint, classic, editorial, none (+37 more) + +### Community 12 - "NLP Inherence Classifier" +Cohesion: 0.10 +Nodes (43): BeautifulSoup, build_compact_payload(), classify_media_content(), detect_candidate_media(), _find_editorial_region(), MediaCandidateInfo, MediaClassification, Localiza a região editorial da DOM respeitando a ordem de precedência. (+35 more) + +### Community 13 - "Archify Visualizer (archify)" +Cohesion: 0.14 +Nodes (42): assertEvidenceType(), CHECK_FIXES, checkerDiagnostics(), [command, ...args], commandBrands(), commandCheck(), commandCompare(), commandDeliver() (+34 more) + +### Community 14 - "Archify Visualizer (webm-artifact.smoke)" +Cohesion: 0.09 +Nodes (39): captureCopiedShareCard(), captureReachShareCard(), captureRouteShareCard(), captureRouteVisualMatrix(), captureShareCard(), chrome, chromeProcess, delay() (+31 more) + +### Community 15 - "Archify Visualizer (render-sequence)" +Cohesion: 0.10 +Nodes (40): renderFlowPath(), renderSvg(), renderSvg(), renderTransitionLabel(), renderTransitionPath(), arrowClass, compositionFrames, __dirname (+32 more) + +### Community 16 - "Archify Visualizer (check-render-output)" +Cohesion: 0.09 +Nodes (32): projectedNodeTextPx(), checks, collectArrows(), collectCompositionFrames(), collectDesktopReadability(), collectLegendBoxes(), collectLegendCollisions(), collectRelationshipCrossings() (+24 more) + +### Community 17 - "LLM & Embedding Adapters" +Cohesion: 0.06 +Nodes (34): LLMFallbackAdapter, Executes LLM fallback for ambiguous boundary cases. Returns a refined…, Parses and validates structured JSON response from LLM., Optional adapter for LLM fallback boundary disambiguation., Returns True if an API key or custom provider function is configured., Constructs an expert-engineered prompt for multilingual entity inherence…, test_llm_adapter_interface(), Cenário 1: Artigo com alta densidade de âncoras do River Plate. Oráculo:… (+26 more) + +### Community 18 - "Archify Visualizer (workflow.schema)" +Cohesion: 0.05 +Nodes (39): $ref, type, type, $ref, $ref, $ref, properties, minLength (+31 more) + +### Community 19 - "NLP Inherence Classifier" +Cohesion: 0.06 +Nodes (34): Core deterministic classification engine (Tier 1 core)., DecisionCategory, MatchedGraphEntity, Enum, Data models and validation schemas for Multilingual NLP Entity Inherence…, RelatedEntity, Adversarial and robustness test suite for Multilingual NLP Entity Inherence…, Run CLI via subprocess without --output and verify stdout is pure parseable… (+26 more) + +### Community 20 - "Archify Visualizer (generated-validators)" +Cohesion: 0.07 +Nodes (37): architecture, dataflow, func3(), lifecycle, pattern13, pattern14, pattern16, pattern4 (+29 more) + +### Community 21 - "Multi-Engine Article Extraction" +Cohesion: 0.11 +Nodes (33): extract_all_engines(), ExtractedArticle, ExtractionBatchReport, InputArticle, load_search_json(), NewspaperData, NewspaperExtractor, Metadados originais da notícia contida no JSON de entrada. (+25 more) + +### Community 22 - "Archify Visualizer (lifecycle.schema)" +Cohesion: 0.06 +Nodes (36): $ref, type, type, $ref, $ref, properties, $ref, type (+28 more) + +### Community 23 - "Archify Visualizer (render-dataflow)" +Cohesion: 0.15 +Nodes (34): componentContext(), renderComponent(), automaticPorts, compositionFrames, __dirname, flowLabelSize(), layout, LEGEND_CATALOG (+26 more) + +### Community 24 - "Multi-Engine Article Extraction" +Cohesion: 0.08 +Nodes (35): CandidateStatus, extract_candidate_data(), ExtractorName, Any, Enum, str, Extrai campo de texto, erro e calcula tokens/shingles para um motor., Nomes canônicos e catálogo fechado dos motores de extração. (+27 more) + +### Community 25 - "Runtime Configuration & Governance" +Cohesion: 0.10 +Nodes (28): main(), Any, Path, Single-article consolidation runtime CLI entrypoint., run_consolidation(), setup_signal_handlers(), _signal_handler(), validate_article_schema() (+20 more) + +### Community 26 - "Archify Visualizer (dataflow.schema)" +Cohesion: 0.06 +Nodes (34): $ref, type, type, type, $ref, $ref, properties, $ref (+26 more) + +### Community 27 - "Repair Operations.Schema Module" +Cohesion: 0.06 +Nodes (33): encoding, obvious_typo, original_fragment, punctuation_corruption, replacement_fragment, spacing, target_candidate_id, unicode (+25 more) + +### Community 28 - "NLP Inherence Classifier" +Cohesion: 0.08 +Nodes (22): ABC, BaseNLPAdapter, Base abstract adapter interface for optional Tier 2 / Tier 3 NLP enhancers., Abstract interface for pluggable NLP classification adapters., Return True if the underlying provider or model is installed and configured., Compute semantic similarity score between text and a set of candidate terms., Optionally refine an ambiguous classification result., LocalEmbeddingsAdapter (+14 more) + +### Community 29 - "Multi-Engine Article Extraction" +Cohesion: 0.12 +Nodes (32): log_info(), process_batch(), Escreve mensagem informativa no stderr., Executa o pipeline completo de extração em lote para o arquivo de entrada., mock_crawl_html(), CaptureFixture, fixture, MonkeyPatch (+24 more) + +### Community 30 - "Test Classify Exhaustive Suite Module" +Cohesion: 0.09 +Nodes (27): emit_error(), main(), parse_args(), Namespace, ClassificationError, ErrorCode, str, Path (+19 more) + +### Community 31 - "Archify Visualizer (render-lifecycle)" +Cohesion: 0.10 +Nodes (29): renderLegend(), automaticPorts, bandFor(), bandTitles(), __dirname, laneLabels, layout, LEGEND_CATALOG (+21 more) + +### Community 32 - "Archify Visualizer (render-workflow)" +Cohesion: 0.10 +Nodes (30): variantAccent(), automaticOneBendSides(), automaticPorts, __dirname, edgeSteps, gapYBetween(), laneIndex, laneLabels (+22 more) + +### Community 33 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.06 +Nodes (31): $ref, minimum, type, $ref, $ref, properties, minLength, type (+23 more) + +### Community 34 - "Enrichment Response.Schema Module" +Cohesion: 0.07 +Nodes (29): evidence_candidate_ids, additionalProperties, items, minItems, type, $id, minLength, type (+21 more) + +### Community 35 - "Archify Visualizer (package)" +Cohesion: 0.07 +Nodes (28): bin, archify, description, devDependencies, ajv, simple-icons, engines, node (+20 more) + +### Community 36 - "NLP Inherence Classifier" +Cohesion: 0.09 +Nodes (22): count_phrase_occurrences(), match_phrase_in_text(), Check if a normalized phrase appears in normalized text with word boundary…, Count occurrences of a phrase in text., Classify inherence of content against an ECP snapshot., Any, extract_evidence_snippets(), extract_sentences() (+14 more) + +### Community 37 - "Archify Visualizer (preview)" +Cohesion: 0.16 +Nodes (27): cliPath, compactMessage(), diagramTypes, here, initialAuthoredOutput(), parseReceipt(), previewPage(), redactDiagnostic() (+19 more) + +### Community 38 - "NLP Inherence Classifier" +Cohesion: 0.07 +Nodes (27): additionalProperties, description, enum, type, description, content_type, embed, image (+19 more) + +### Community 39 - "Runtime Configuration & Governance" +Cohesion: 0.14 +Nodes (22): create_schema_registry(), load_schema(), Registry, Contract tests for article-input.schema.json evaluated against all 20 reference…, test_article_input_rejects_batch_wrapper(), test_article_input_schema_against_all_20_reference_units(), Contract tests for candidates-payload.schema.json., test_candidates_payload_against_reference_articles() (+14 more) + +### Community 40 - "Archify Visualizer (workflow.schema)" +Cohesion: 0.10 +Nodes (26): items, type, items, type, additionalProperties, required, type, col (+18 more) + +### Community 41 - "Archify Visualizer (layout-rules.test)" +Cohesion: 0.09 +Nodes (13): assertRelationshipsAvoidAllNodeBorders(), assertWorkflowEdgesAvoidAllNodeBorders(), axisOverlapLength(), CASES, __dirname, EXAMPLES, SHRINK_CASES, skillRoot (+5 more) + +### Community 42 - "Harness Module" +Cohesion: 0.14 +Nodes (20): assemble_intermediate_markdown(), Grounded intermediate Markdown assembler., Assembles sanitized intermediate Markdown from validated editorial components., execute_10_step_hygiene_harness(), execute_deterministic_hygiene_fallback(), GroundingViolationError, HygieneFailedError, ValueError (+12 more) + +### Community 43 - "Markdown Normalization" +Cohesion: 0.08 +Nodes (25): Suíte de Testes Automatizados para Conversão de Artigo JSON para Markdown.…, Testa divisão por ponto e vírgula na string e vírgulas em elementos de lista…, Valida parsing de datas no formato RFC 2822 (usado em feeds RSS e cabeçalhos…, Valida a cadeia de fallback completa para o campo TÍTULO (6 níveis)., Garante que subtítulo idêntico ao título seja automaticamente omitido (None)., Valida decodificação de entidades HTML nomeadas e numéricas., Garante correspondência exata byte a byte para Trafilatura, Newspaper4k e…, Garante que múltiplas execuções no mesmo arquivo produzam hashes SHA-256… (+17 more) + +### Community 44 - "Storage & State Persistence" +Cohesion: 0.16 +Nodes (20): CandidateObject, CandidateType, Enum, str, Candidate element data models and repair structures., RepairCategory, TextRepair, Any (+12 more) + +### Community 45 - "Multi-Engine Article Extraction" +Cohesion: 0.11 +Nodes (24): atomic_save_json(), process_batch(), Path, Salva dados em JSON de forma atômica utilizando arquivo temporário e rename., Lê o JSON de entrada, valida a estrutura, processa todos os artigos e grava o…, Path, CT-012: A entrada já contém selected_extractor -> Recalcular e substituir…, CT-013: articles está vazio -> Gerar saída válida com articles vazio. (+16 more) + +### Community 46 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.11 +Nodes (23): items, type, items, items, type, additionalProperties, required, type (+15 more) + +### Community 47 - "Archify Visualizer (visual-check)" +Cohesion: 0.17 +Nodes (20): baseReceipt(), CAPTURE_VIEWPORTS, CHROME_NO_SANDBOX_ENV, cleanupCaptureSidecars(), contactSheetHtml(), evaluate(), executable(), EXIT (+12 more) + +### Community 48 - "Article Input.Schema Module" +Cohesion: 0.13 +Nodes (22): type, type, type, type, type, null, type, type (+14 more) + +### Community 49 - "Manifest Output.Schema Module" +Cohesion: 0.11 +Nodes (22): additionalProperties, properties, required, type, additionalProperties, properties, required, type (+14 more) + +### Community 50 - "Archify Visualizer (scenarios)" +Cohesion: 0.16 +Nodes (15): detectGuideLanguage(), formatScenarioList(), listScenarioRecipes(), localized(), normalized(), publicGuideData(), RAW_RECIPES, recommendScenario() (+7 more) + +### Community 51 - "Multi-Engine Article Extraction" +Cohesion: 0.13 +Nodes (15): ArticleCrawler, main(), Gerenciador de ciclo de vida e requisições via Foxcape Headless., Navega até a URL, aguarda o carregamento do DOM e retorna (html, page_title,…, fixture, Path, Valida E2E a extração real ao vivo com Foxcape e os 3 motores em lote., Valida E2E a execução do CLI real de ponta a ponta. (+7 more) + +### Community 52 - "Manifest Output.Schema Module" +Cohesion: 0.13 +Nodes (21): required, required, model, provider, role_config_version, runtime_fallback, runtime_primary, sentiment (+13 more) + +### Community 53 - "Multi-Engine Article Extraction" +Cohesion: 0.14 +Nodes (19): ArticleSelectionResult, BatchProcessingResult, break_priority_tie(), calculate_consensus_metrics(), ExtractorCandidate, form_active_set(), main(), parse_args() (+11 more) + +### Community 54 - "Candidates Payload.Schema Module" +Cohesion: 0.12 +Nodes (20): type, type, type, type, properties, null, string, type (+12 more) + +### Community 55 - "Runtime Configuration & Governance" +Cohesion: 0.13 +Nodes (20): additionalProperties, properties, required, type, additionalProperties, properties, required, type (+12 more) + +### Community 56 - "Parser Module" +Cohesion: 0.17 +Nodes (17): build_candidates_payload(), _extract_plain_text(), parse_metadata_candidates(), parse_raw_text_into_candidates(), Any, Structural candidate parser using DOM, CommonMark AST, and JSON-LD without…, Parses raw extractor body text into candidate blocks using CommonMark AST., Normative priorities: trafilatura.canonical_url -> input_meta.url ->… (+9 more) + +### Community 57 - "Storage & State Persistence" +Cohesion: 0.18 +Nodes (17): create_manifest_dict(), persist_manifest_atomically(), Any, Path, Atomic filesystem writer and shared manifest generator. Enforces: - Writing…, Generates an output manifest adhering strictly to manifest-output.schema.json., Persists a manifest dictionary as .result.json atomically., Writes content atomically to target_path using a temporary file in the same… (+9 more) + +### Community 58 - "Archify Visualizer (sequence.schema)" +Cohesion: 0.14 +Nodes (19): items, additionalProperties, required, type, from, id, label, to (+11 more) + +### Community 59 - "Archify Visualizer (sequence.schema)" +Cohesion: 0.11 +Nodes (19): $ref, $ref, type, $ref, properties, minLength, type, type (+11 more) + +### Community 60 - "Archify Visualizer (golden)" +Cohesion: 0.12 +Nodes (15): check(), __dirname, expectFailure(), GOLDEN, landingPage, landingVersions, lock, pkg (+7 more) + +### Community 61 - "Google News & Stealth Ingestion" +Cohesion: 0.12 +Nodes (18): Resolve a URL intermediária do Google News para a URL real do veículo., resolve_article_url(), fixture, Testes unitários e de integração para o Extrator de Manchetes do Google News.…, Valida fallback gracioso de URL quando não é link do Google News ou em erro., Valida resolução bem-sucedida de URL do Google News para o portal destino., Valida E2E que o decodificador resolve uma URL real do Google News para o…, Fixture que fornece o conteúdo do XML de exemplo para testes offline. (+10 more) + +### Community 62 - "Archify Visualizer (output-path)" +Cohesion: 0.23 +Nodes (16): canonicalFuturePath(), canonicalize(), directoryIdentityKey(), directorySemanticsCache, futurePathsAlias(), hasFileIdentity(), nearestExistingDirectory(), OutputPathError (+8 more) + +### Community 63 - "Archify Visualizer (common.schema)" +Cohesion: 0.11 +Nodes (17): oneOf, type, $defs, brandMark, cards, componentType, id, legendMode (+9 more) + +### Community 64 - "Markdown Normalization" +Cohesion: 0.19 +Nodes (17): _get_dict(), normalize_date(), normalize_list(), normalize_scalar(), Any, Interpreta datas ISO 8601 e RFC 2822 preservando fuso horário ou YYYY-MM-DD…, Valida se a URL é absoluta com protocolo http ou https e hostname não vazio., Retorna o dicionário associado à chave ou um dicionário vazio caso não seja… (+9 more) + +### Community 65 - "Candidates Payload.Schema Module" +Cohesion: 0.14 +Nodes (18): items, type, items, type, items, type, additionalProperties, type (+10 more) + +### Community 66 - "Manifest Output.Schema Module" +Cohesion: 0.11 +Nodes (18): minLength, type, maxLength, minLength, type, type, maxLength, minLength (+10 more) + +### Community 67 - "Manifest Output.Schema Module" +Cohesion: 0.15 +Nodes (18): properties, additionalProperties, properties, negative, neutral, positive, type, hygiene (+10 more) + +### Community 68 - "NLP Inherence Classifier" +Cohesion: 0.17 +Nodes (13): ECPClassificationAdapter, load_ecp_schema_registry(), Any, Registry, ECP classification adapter consuming src.classifier.InherenceClassifier., Classifies content_md against ecp_dict using InherenceClassifier., validate_ecp_snapshot(), Contract tests for ecp-snapshot.schema.json and local referencing.Registry… (+5 more) + +### Community 69 - "Harness Module" +Cohesion: 0.18 +Nodes (15): build_minimal_enrichment_projection(), EnrichmentFailedError, normalize_tag(), Any, ValueError, Post-ECP entity sentiment and native tags enrichment harness., Raised when post-ECP enrichment fails and cannot be recovered., Normalizes tag text: NFKC Unicode, lowercase, collapsed spaces without regex. (+7 more) + +### Community 70 - "Test Language Module" +Cohesion: 0.19 +Nodes (16): detect_language(), extract_words(), normalize_text(), Lightweight multilingual language detection and text normalization., Normalize text by converting to lowercase and stripping combining diacritical…, Tokenize text into lowercase alphanumeric words., Detect the ISO-639-1 language code of text among supported languages (pt, en,…, Unit tests for language detection and text normalization. (+8 more) + +### Community 71 - "Google News & Stealth Ingestion" +Cohesion: 0.14 +Nodes (17): ArgumentParser, build_parser(), main(), Cria e configura o parser de argumentos CLI., Ponto de entrada do script CLI., CaptureFixture, Path, Valida execução padrão do CLI com saída JSON no stdout. (+9 more) + +### Community 72 - "Check Zero Regex Module" +Cohesion: 0.18 +Nodes (12): Call, Import, ImportFrom, check_json_schemas(), check_promptfoo_yaml(), check_python_ast(), _find_json_pattern_keys(), main() (+4 more) + +### Community 73 - "Manifest Output.Schema Module" +Cohesion: 0.12 +Nodes (17): CONTEXTUAL_INHERENT, DIRECT_INHERENT, NOT_RELATED, TANGENTIAL, enum, type, maximum, minimum (+9 more) + +### Community 74 - "Runtime Configuration & Governance" +Cohesion: 0.12 +Nodes (16): ecp, langfuse, limits, paths, pricing, prompts, roles, sqlite (+8 more) + +### Community 75 - "Manifest Output.Schema Module" +Cohesion: 0.12 +Nodes (17): ECP_CLASSIFICATION_FAILED, ECP_REJECTED, ENRICHMENT_FAILED, GROUNDING_VIOLATION, HYGIENE_FAILED, INVALID_ARTICLE_SCHEMA, INVALID_ECP_SCHEMA, INVALID_SELECTED_EXTRACTOR (+9 more) + +### Community 76 - "Multi-Engine Article Extraction" +Cohesion: 0.18 +Nodes (16): generate_shingles(), normalize_text(), Executa a normalização determinística para comparação: 1. Decodificar entidades…, Gera conjunto de shingles ordenados de tamanho window_size (padrão 5). - Se…, Suíte de Testes Automatizados para o Seletor Determinístico de Extrator. Cobre…, Garante que marcação de imagem Markdown ![alt](url) seja descartada e link…, E2E: Executa scripts/select_article_extractor.py como subprocesso real na linha…, test_e2e_cli_subprocess_real_execution() (+8 more) + +### Community 77 - "Article Input.Schema Module" +Cohesion: 0.12 +Nodes (17): type, type, type, type, type, type, properties, article_html (+9 more) + +### Community 78 - "Observability & Telemetry" +Cohesion: 0.21 +Nodes (7): Any, Structured JSON logging with secret sanitization and strict omission of…, Emits a structured JSON log line to stderr., SanitizedJsonLogger, Specialized security tests for authorization header and secret redaction…, test_secret_redaction_in_dictionary(), test_secret_redaction_in_text() + +### Community 79 - "Archify Visualizer (desktop-readability)" +Cohesion: 0.19 +Nodes (13): DESKTOP_READABILITY_VIEWPORT, DESKTOP_READER_DIAGRAM_WIDTH, DESKTOP_READER_HORIZONTAL_CHROME, DESKTOP_READER_MIN_WIDTH, MIN_PROJECTED_NODE_TEXT_PX, minimumReadableSourceTextPx(), __dirname, reader (+5 more) + +### Community 80 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.12 +Nodes (16): minimum, type, maximum, minimum, type, minimum, type, minimum (+8 more) + +### Community 81 - "Archify Visualizer (common.schema)" +Cohesion: 0.15 +Nodes (16): items, guidedViews, items, maxItems, type, additionalProperties, items, required (+8 more) + +### Community 82 - "Archify Visualizer (dataflow.schema)" +Cohesion: 0.16 +Nodes (16): items, additionalProperties, required, type, from, id, label, to (+8 more) + +### Community 83 - "Archify Visualizer (legend-contract.test)" +Cohesion: 0.17 +Nodes (15): attrValues(), AUTO_KINDS, canonicalSvg(), CATALOGS, cli, clone(), __dirname, FIXTURES (+7 more) + +### Community 84 - "Runtime Configuration & Governance" +Cohesion: 0.12 +Nodes (16): canonical_schema_reference, classifier_module, type, type, description, minLength, type, additionalProperties (+8 more) + +### Community 85 - "Manifest Output.Schema Module" +Cohesion: 0.12 +Nodes (16): ecp_classification, error_codes, final_status, fingerprint, generate_markdown, markdown_hash, markdown_path, model_versions (+8 more) + +### Community 86 - "Common Module" +Cohesion: 0.23 +Nodes (13): Find-SpecifyRoot(), Format-SpecKitCommand(), Get-CurrentBranch(), Get-FeaturePathsEnv(), Get-InvokeSeparator(), Get-NormalizedPriority(), Get-Python3Command(), Get-RepoRoot() (+5 more) + +### Community 87 - "Article Input.Schema Module" +Cohesion: 0.12 +Nodes (16): items, type, items, type, items, type, type, items (+8 more) + +### Community 88 - "State Machine Module" +Cohesion: 0.17 +Nodes (9): ExecutionStateMachine, ExecutionStatus, InvalidStateTransitionError, Any, Enum, str, ValueError, Explicit Python state machine for runtime article consolidation lifecycle. (+1 more) + +### Community 89 - "Archify Visualizer (visual-check.test)" +Cohesion: 0.15 +Nodes (7): ChromeVisualBrowser, chromeVisualBrowserArgs(), VISUAL_CHECK_VIEWPORTS, __dirname, png, skillRoot, tmp + +### Community 90 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.13 +Nodes (15): $ref, minItems, type, const, title, additionalProperties, required, type (+7 more) + +### Community 91 - "Archify Visualizer (lifecycle.schema)" +Cohesion: 0.17 +Nodes (15): additionalProperties, required, type, col, from, id, label, lane (+7 more) + +### Community 92 - "Candidates Payload.Schema Module" +Cohesion: 0.13 +Nodes (14): block_candidates, image_candidates, language, link_candidates, metadata_candidates, additionalProperties, description, $id (+6 more) + +### Community 93 - "Runtime Configuration & Governance" +Cohesion: 0.13 +Nodes (15): context_strategy, max_input_bytes, const, description, type, additionalProperties, properties, required (+7 more) + +### Community 94 - "Archify Visualizer (lifecycle.schema)" +Cohesion: 0.14 +Nodes (14): $ref, const, maxItems, minItems, type, properties, cards, diagram_type (+6 more) + +### Community 95 - "Archify Visualizer (generate-brand-marks)" +Cohesion: 0.18 +Nodes (13): catalog, catalogPath, domains, fail(), generated, here, ids, lookupForms() (+5 more) + +### Community 96 - "Runtime Configuration & Governance" +Cohesion: 0.14 +Nodes (14): environment, full_redacted, metadata_only, trace_content_policy, type, additionalProperties, properties, required (+6 more) + +### Community 97 - "Article Input.Schema Module" +Cohesion: 0.18 +Nodes (14): type, type, type, type, integer, string, type, properties (+6 more) + +### Community 98 - "Manifest Output.Schema Module" +Cohesion: 0.22 +Nodes (14): type, type, type, null, object, string, type, type (+6 more) + +### Community 99 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.15 +Nodes (13): enum, properties, type, engineering_profile, output, subtitle, title, views (+5 more) + +### Community 100 - "Archify Visualizer (common.schema)" +Cohesion: 0.15 +Nodes (13): enum, variant, dashed, default, emphasis, external, security, enum (+5 more) + +### Community 101 - "Archify Visualizer (dataflow.schema)" +Cohesion: 0.15 +Nodes (12): additionalProperties, $id, diagram_type, meta, nodes, schema_version, required, $schema (+4 more) + +### Community 102 - "Archify Visualizer (dataflow.schema)" +Cohesion: 0.15 +Nodes (13): $ref, const, type, properties, cards, diagram_type, flows, schema_version (+5 more) + +### Community 103 - "Archify Visualizer (lifecycle.schema)" +Cohesion: 0.15 +Nodes (12): additionalProperties, $id, diagram_type, lanes, meta, schema_version, required, $schema (+4 more) + +### Community 104 - "Archify Visualizer (workflow.schema)" +Cohesion: 0.15 +Nodes (12): additionalProperties, $id, diagram_type, lanes, meta, nodes, schema_version, required (+4 more) + +### Community 105 - "Candidates Payload.Schema Module" +Cohesion: 0.15 +Nodes (13): anchor_text, candidate_id, order_index, parent_block_id, source, source_extractor, items, type (+5 more) + +### Community 106 - "Candidates Payload.Schema Module" +Cohesion: 0.15 +Nodes (13): author_candidates, subtitle_candidates, title_candidates, type, items, type, additionalProperties, required (+5 more) + +### Community 107 - "Markdown Normalization" +Cohesion: 0.15 +Nodes (13): assemble_markdown_document(), convert_article(), Path, Remove o primeiro título H1 do corpo somente quando ele for igual ao título…, Monta a estrutura final do documento Markdown respeitando a ordem estrita do…, Executa a leitura do JSON, validação, conversão e escrita atômica do arquivo…, remove_duplicate_initial_h1(), Testa remoção de H1 inicial coincidente com título com variações de espaços e… (+5 more) + +### Community 108 - "Multi-Engine Article Extraction" +Cohesion: 0.15 +Nodes (6): _http_post_json(), Any, Path, Helper de baixo nível para envio de requisições POST JSON via urllib.request., Salva o arquivo de mídia dedicado com envelope mínimo., save_media_json() + +### Community 109 - "Google News & Stealth Ingestion" +Cohesion: 0.22 +Nodes (12): extract_google_news(), ExtractionResult, _fetch_rss_content(), get_hl_gl_ceid(), Mapeia idioma e locale para os parâmetros hl, gl e ceid do Google News., Resolve em paralelo as URLs intermediárias do Google News para os links finais…, Realiza a requisição ao feed RSS utilizando a biblioteca Foxcape como motor…, Orquestra a consulta ao Google News e retorna o resultado consolidado com URLs… (+4 more) + +### Community 110 - "Article Input.Schema Module" +Cohesion: 0.15 +Nodes (13): type, object, additionalProperties, type, newspaper4k, raw_json, readability, trafilatura (+5 more) + +### Community 111 - "Manifest Output.Schema Module" +Cohesion: 0.15 +Nodes (13): items, type, uniqueItems, items, minLength, type, error_codes, tags (+5 more) + +### Community 112 - "Runtime Configuration & Governance" +Cohesion: 0.15 +Nodes (13): minimum, type, minimum, type, properties, minimum, type, minimum (+5 more) + +### Community 113 - "Equivalence Module" +Cohesion: 0.26 +Nodes (11): compute_sequence_similarity(), map_candidate_equivalences(), normalize_text_for_comparison(), Non-destructive candidate equivalence mapping using difflib.SequenceMatcher…, Normalizes Unicode text and collapses whitespace without regular expressions., Computes character/token sequence ratio using standard library difflib., Non-destructively annotates candidate objects with equivalent candidate IDs…, Unit tests for sequence equivalence mapping covering scenarios CAN-001 to… (+3 more) + +### Community 114 - "LLM & Embedding Adapters" +Cohesion: 0.15 +Nodes (13): type, type, properties, type, confidence, entity_id, name, relation_type (+5 more) + +### Community 115 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.17 +Nodes (12): additionalProperties, properties, type, additionalProperties, properties, type, enum, $ref (+4 more) + +### Community 116 - "Archify Visualizer (sequence.schema)" +Cohesion: 0.17 +Nodes (11): additionalProperties, $id, diagram_type, meta, schema_version, required, $schema, title (+3 more) + +### Community 117 - "Archify Visualizer (sequence.schema)" +Cohesion: 0.17 +Nodes (12): type, $ref, const, minItems, type, properties, activations, cards (+4 more) + +### Community 118 - "Archify Visualizer (semantic-radar.test)" +Cohesion: 0.21 +Nodes (8): CASES, __dirname, dragMouse(), evaluate(), loadArtifact(), radarRects(), skillRoot, tmp + +### Community 119 - "Media Output.Schema Module" +Cohesion: 0.17 +Nodes (12): titulo, additionalProperties, properties, required, type, url, input_meta, pagina (+4 more) + +### Community 120 - "LLM & Embedding Adapters" +Cohesion: 0.17 +Nodes (12): minLength, type, type, properties, domain, graph_version, target_entity_id, target_name (+4 more) + +### Community 121 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.18 +Nodes (10): additionalProperties, $id, diagram_type, meta, schema_version, required, $schema, title (+2 more) + +### Community 122 - "Archify Visualizer (common.schema)" +Cohesion: 0.18 +Nodes (11): legendEntry, maxLength, minLength, type, additionalProperties, minProperties, properties, type (+3 more) + +### Community 123 - "Archify Visualizer (degraded.test)" +Cohesion: 0.20 +Nodes (8): ARRAY_FIELDS, assertFriendlyFailure(), __dirname, EXAMPLES, installedRoot, render(), skillRoot, tmp + +### Community 124 - "Archify Visualizer (viewer-chrome-layout.test)" +Cohesion: 0.25 +Nodes (8): CASES, __dirname, evaluate(), finalGeometry(), load(), skillRoot, tmp, waitForLayout() + +### Community 125 - "Runtime Configuration & Governance" +Cohesion: 0.18 +Nodes (11): output_dir, sqlite_db, type, additionalProperties, properties, required, type, output_dir (+3 more) + +### Community 126 - "Article Input.Schema Module" +Cohesion: 0.18 +Nodes (11): type, type, type, cleaned_html, cleaned_text, error, short_title, title (+3 more) + +### Community 127 - "Article Input.Schema Module" +Cohesion: 0.18 +Nodes (11): additionalProperties, properties, input_meta, quando_publicado, subtitulo, titulo, url, type (+3 more) + +### Community 128 - "Hygiene Response.Schema Module" +Cohesion: 0.22 +Nodes (11): type, null, string, properties, author_candidate_id, repairs, subtitle_candidate_id, title_candidate_id (+3 more) + +### Community 129 - "Archify Visualizer (repository-evidence)" +Cohesion: 0.47 +Nodes (9): evidenceFailure(), githubSlug(), gitValue(), hasRepositoryEvidence(), runGit(), sourceHref(), sourceLineCount(), verifiedSourcePath() (+1 more) + +### Community 130 - "Archify Visualizer (common.schema)" +Cohesion: 0.20 +Nodes (10): $ref, properties, maxLength, type, dot, id, note, title (+2 more) + +### Community 131 - "Archify Visualizer (lifecycle.schema)" +Cohesion: 0.20 +Nodes (10): external, neutral, type, enum, active, decision, failure, start (+2 more) + +### Community 132 - "Archify Visualizer (sequence.schema)" +Cohesion: 0.20 +Nodes (10): additionalProperties, properties, type, additionalProperties, properties, type, $ref, entries (+2 more) + +### Community 133 - "Archify Visualizer (sequence.schema)" +Cohesion: 0.20 +Nodes (10): properties, type, output, subtitle, title, views, type, minLength (+2 more) + +### Community 134 - "Archify Visualizer (workflow.schema)" +Cohesion: 0.20 +Nodes (10): $ref, const, minItems, type, properties, cards, diagram_type, lanes (+2 more) + +### Community 135 - "Archify Visualizer (ordinary-model-floor.test)" +Cohesion: 0.20 +Nodes (5): benchmark, here, repoRoot, skillRoot, tmp + +### Community 136 - "Archify Visualizer (output-path.test)" +Cohesion: 0.20 +Nodes (6): baseFixture, cli, headFixture, here, skillRoot, workflowFixture + +### Community 137 - "Archify Visualizer (preview-contract.test)" +Cohesion: 0.20 +Nodes (9): chinese, delivery, english, here, readme, repoRoot, roadmap, skill (+1 more) + +### Community 138 - "Archify Visualizer (real-repository-proof.test)" +Cohesion: 0.20 +Nodes (7): artifactPath, cli, __dirname, repoRoot, shareCardPath, skillRoot, sourcePath + +### Community 139 - "Archify Visualizer (v1-compatibility.test)" +Cohesion: 0.20 +Nodes (4): __dirname, OFFICIAL_V1_EXAMPLES, skillRoot, tmp + +### Community 140 - "Markdown Normalization" +Cohesion: 0.20 +Nodes (10): Obtém o corpo do artigo exclusivamente do selected_extractor com fallback…, resolve_article_body(), Testa prioridade trafilatura.markdown sobre trafilatura.text., Testa prioridade newspaper4k.article_html sobre newspaper4k.text., Testa prioridade readability.cleaned_html sobre readability.cleaned_text., Garante erro ao receber selected_extractor ausente ou não reconhecido., test_resolve_article_body_invalid_selected_extractor(), test_resolve_article_body_newspaper4k_primary_and_fallback() (+2 more) + +### Community 141 - "Google News & Stealth Ingestion" +Cohesion: 0.20 +Nodes (6): Value Object com parâmetros de busca validados., SearchQuery, Valida E2E o fluxo completo de busca, parsing e resolução de URLs reais ao vivo., Valida as regras de negócio e limites de SearchQuery., test_e2e_extract_google_news_live_pipeline(), test_search_query_validation() + +### Community 142 - "Hygiene Response.Schema Module" +Cohesion: 0.20 +Nodes (10): type, items, minItems, type, uniqueItems, items, type, uniqueItems (+2 more) + +### Community 143 - "Media Output.Schema Module" +Cohesion: 0.22 +Nodes (10): type, type, properties, integer, null, string, type, crawled_url (+2 more) + +### Community 144 - "LLM & Embedding Adapters" +Cohesion: 0.20 +Nodes (10): items, type, items, type, type, items, type, aliases (+2 more) + +### Community 145 - "Archify Visualizer (lifecycle.schema)" +Cohesion: 0.22 +Nodes (9): auto, bottom-channel, drop, straight, top-channel, route, enum, left-channel (+1 more) + +### Community 146 - "Archify Visualizer (workflow.schema)" +Cohesion: 0.22 +Nodes (9): auto, bottom-channel, drop, straight, route, enum, outside-right, return-left (+1 more) + +### Community 147 - "Archify Visualizer (workflow.schema)" +Cohesion: 0.22 +Nodes (9): dashed, default, emphasis, security, variant, enum, $ref, exception (+1 more) + +### Community 148 - "Archify Visualizer (generate-validators)" +Cohesion: 0.22 +Nodes (8): ajv, diagramTypes, __dirname, output, root, schemaIds, schemasDir, validatorCode + +### Community 149 - "Archify Visualizer (authored-reachability.test)" +Cohesion: 0.22 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 150 - "Archify Visualizer (chapter-delta-preview.test)" +Cohesion: 0.22 +Nodes (5): CASES, __dirname, PROOF_CASES, skillRoot, tmp + +### Community 151 - "Archify Visualizer (cli.test)" +Cohesion: 0.22 +Nodes (4): cli, __dirname, skillRoot, tmp + +### Community 152 - "Archify Visualizer (readme-showcase.test)" +Cohesion: 0.25 +Nodes (7): assetPath, __dirname, inspectGif(), receiptPath, repoRoot, skillRoot, skipSubBlocks() + +### Community 153 - "Archify Visualizer (repository-evidence.test)" +Cohesion: 0.25 +Nodes (5): cli, fixture(), git(), here, skillRoot + +### Community 154 - "Runtime Configuration & Governance" +Cohesion: 0.22 +Nodes (9): busy_timeout_ms, minimum, type, busy_timeout_ms, sqlite, additionalProperties, properties, required (+1 more) + +### Community 155 - "LLM & Embedding Adapters" +Cohesion: 0.22 +Nodes (9): entity_id, name, relation_type, weight, additionalProperties, required, related_entities, items (+1 more) + +### Community 156 - "Runtime Configuration & Governance" +Cohesion: 0.22 +Nodes (9): fallback_input_1k, fallback_output_1k, primary_input_1k, primary_output_1k, additionalProperties, description, required, type (+1 more) + +### Community 157 - "Article Input.Schema Module" +Cohesion: 0.22 +Nodes (8): additionalProperties, $id, selected_extractor, required, $schema, title, type, x-contract-version + +### Community 158 - "Candidates Payload.Schema Module" +Cohesion: 0.28 +Nodes (9): newspaper4k, readability, trafilatura, selected_extractor, source_extractor, enum, type, enum (+1 more) + +### Community 159 - "Preflight Module" +Cohesion: 0.31 +Nodes (7): main(), Any, Path, Preflight configuration and environment certification CLI., run_preflight_checks(), Unit tests for preflight verification against release metadata., test_preflight_checks_pass() + +### Community 160 - "Smoke Module" +Cohesion: 0.31 +Nodes (7): main(), Any, Path, Smoke test execution CLI., run_smoke_test(), Unit tests for smoke test execution., test_smoke_test_execution_valid() + +### Community 161 - "Markdown Normalization" +Cohesion: 0.22 +Nodes (9): parametrize, Garante aceitação de URLs absolutas com esquema HTTP e HTTPS válidos., Garante rejeição de esquemas não permitidos, URLs relativas e strings vazias., Garante que a ausência de corpo no extrator selecionado NUNCA faça fallback…, Garante que todos os placeholders documentados no PRD sejam descartados…, test_normalize_scalar_placeholders_discarded(), test_resolve_article_body_strict_isolation_all_extractors(), test_validate_url_invalid_schemes() (+1 more) + +### Community 162 - "Archify Visualizer (open-artifact)" +Cohesion: 0.39 +Nodes (5): launchTarget(), openArtifact(), OPENERS, openLoopbackUrl(), target + +### Community 163 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.36 +Nodes (8): enum, bottom, left, right, top, fromSide, toSide, enum + +### Community 164 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.25 +Nodes (8): $ref, via, wraps, items, type, items, minItems, type + +### Community 165 - "Archify Visualizer (common.schema)" +Cohesion: 0.25 +Nodes (8): enum, amber, cyan, emerald, orange, rose, slate, violet + +### Community 166 - "Archify Visualizer (dataflow.schema)" +Cohesion: 0.36 +Nodes (8): enum, bottom, left, right, top, fromSide, toSide, enum + +### Community 167 - "Archify Visualizer (lifecycle.schema)" +Cohesion: 0.36 +Nodes (8): enum, bottom, left, right, top, fromSide, toSide, enum + +### Community 168 - "Archify Visualizer (workflow.schema)" +Cohesion: 0.25 +Nodes (8): $ref, items, minItems, type, mainPath, via, items, type + +### Community 169 - "Archify Visualizer (animation.test)" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, NODE_COLLECTION, skillRoot, tmp + +### Community 170 - "Archify Visualizer (guided-views.test)" +Cohesion: 0.25 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 171 - "Archify Visualizer (landing.test)" +Cohesion: 0.25 +Nodes (7): __dirname, docsRoot, landing, manifest, proofs, repoRoot, skillRoot + +### Community 172 - "Archify Visualizer (preset-tryon.test)" +Cohesion: 0.25 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 173 - "Archify Visualizer (reach-share-card.test)" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, repoRoot, skillRoot, tmp + +### Community 174 - "Archify Visualizer (relationship-direct-explorer.test)" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 175 - "Archify Visualizer (relationship-lens.test)" +Cohesion: 0.25 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 176 - "Archify Visualizer (relationship-permalink.test)" +Cohesion: 0.25 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 177 - "Archify Visualizer (release-identity.test)" +Cohesion: 0.32 +Nodes (6): checker, here, repoRoot, writeFile(), writeValidDevelopmentFixture(), writeValidStableFixture() + +### Community 178 - "Archify Visualizer (repair-receipt.test)" +Cohesion: 0.25 +Nodes (4): cli, here, skillRoot, tmp + +### Community 179 - "Archify Visualizer (route-journey.test)" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 180 - "Archify Visualizer (route-share-card.test)" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, repoRoot, skillRoot, tmp + +### Community 181 - "Archify Visualizer (semantic-legend-gateway.test)" +Cohesion: 0.25 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 182 - "Archify Visualizer (sequence-column-fit.test)" +Cohesion: 0.32 +Nodes (6): __dirname, labelledSequence(), render(), renderOutcome(), skillRoot, wideSequence() + +### Community 183 - "Archify Visualizer (share-card-export.test)" +Cohesion: 0.25 +Nodes (5): CASES, here, repoRoot, skillRoot, tmp + +### Community 184 - "Archify Visualizer (story-carrier.test)" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 185 - "Archify Visualizer (story-director-strip.test)" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 186 - "Archify Visualizer (story-follow-camera.test)" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 187 - "Archify Visualizer (story-moment-link.test)" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 188 - "Archify Visualizer (story-shelf.test)" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 189 - "Hygiene Response.Schema Module" +Cohesion: 0.25 +Nodes (8): advertisement, duplicate, navigation, newsletter, non_editorial, player_interface, recommendation, enum + +### Community 190 - "Media Output.Schema Module" +Cohesion: 0.25 +Nodes (7): articles, additionalProperties, description, required, $schema, title, type + +### Community 191 - "Hygiene Response.Schema Module" +Cohesion: 0.25 +Nodes (8): author_candidate_id, kept_block_ids, kept_image_ids, kept_link_ids, repairs, subtitle_candidate_id, title_candidate_id, required + +### Community 192 - "Manifest Output.Schema Module" +Cohesion: 0.25 +Nodes (8): enrichment, hygiene, additionalProperties, enrichment, provider_versions, additionalProperties, properties, required + +### Community 193 - "Manifest Output.Schema Module" +Cohesion: 0.25 +Nodes (7): additionalProperties, allOf, $id, $schema, title, type, x-contract-version + +### Community 194 - "Media Output.Schema Module" +Cohesion: 0.25 +Nodes (8): embed, image, images, mixed, video, enum, type, media_type + +### Community 195 - "Invariants Module" +Cohesion: 0.32 +Nodes (6): Any, Release-wide critical quality assertion suite verifying the 11 critical…, Evaluates the 11 release-wide critical invariants., verify_all_11_invariants(), 11 zero-tolerance release invariants validation runner., test_11_invariants_all_pass() + +### Community 197 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.29 +Nodes (7): revision, url, properties, pattern, type, pattern, type + +### Community 198 - "Archify Visualizer (dataflow.schema)" +Cohesion: 0.29 +Nodes (7): auto, bottom-channel, straight, top-channel, route, enum, vertical-channel + +### Community 199 - "Archify Visualizer (sequence.schema)" +Cohesion: 0.29 +Nodes (7): dashed, default, emphasis, return, security, variant, enum + +### Community 200 - "Archify Visualizer (workflow.schema)" +Cohesion: 0.29 +Nodes (7): $defs, side, bottom, left, right, top, enum + +### Community 201 - "Archify Visualizer (workflow.schema)" +Cohesion: 0.29 +Nodes (7): return, role, enum, async, branch, error, main + +### Community 202 - "Archify Visualizer (chapter-handoff.test)" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 203 - "Archify Visualizer (chapter-rail.test)" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 204 - "Archify Visualizer (diagram-guide.test)" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 205 - "Archify Visualizer (finder.test)" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 206 - "Archify Visualizer (intent-trace.test)" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 207 - "Archify Visualizer (motion-governor.test)" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 208 - "Archify Visualizer (presentation.test)" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 209 - "Archify Visualizer (preview.test)" +Cohesion: 0.33 +Nodes (4): here, skillRoot, stateAt(), waitForState() + +### Community 210 - "Archify Visualizer (relationship-pulse.test)" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 211 - "Archify Visualizer (route-probe.test)" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 212 - "Archify Visualizer (semantic-camera.test)" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 213 - "Archify Visualizer (semantic-flow.test)" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 214 - "Archify Visualizer (semantic-lens.test)" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 215 - "Archify Visualizer (semantic-passport.test)" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 216 - "Archify Visualizer (semantic-zoom.test)" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 217 - "Archify Visualizer (settled-flow.test)" +Cohesion: 0.29 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 218 - "Archify Visualizer (story-beat-navigator.test)" +Cohesion: 0.29 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 219 - "Archify Visualizer (story-horizon.test)" +Cohesion: 0.29 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 220 - "Manifest Output.Schema Module" +Cohesion: 0.29 +Nodes (7): completed_text, failed_processing, failed_validation, rejected_ecp, enum, type, final_status + +### Community 221 - "Manifest Output.Schema Module" +Cohesion: 0.29 +Nodes (7): confidence, evidences, additionalProperties, required, category, rationale, ecp_classification + +### Community 222 - "Media Output.Schema Module" +Cohesion: 0.29 +Nodes (7): crawled_url, http_status, input_meta, page_title, required, content_type, media_type + +### Community 223 - "Candidates Payload.Schema Module" +Cohesion: 0.29 +Nodes (7): heading, list_item, paragraph, quote, type, enum, type + +### Community 224 - "Markdown Normalization" +Cohesion: 0.29 +Nodes (7): main(), parse_arguments(), Namespace, Configura o parser de argumentos do CLI., Ponto de entrada do CLI., Testa a chamada direta do parse_arguments., test_parse_arguments_api_direct() + +### Community 225 - "Google News & Stealth Ingestion" +Cohesion: 0.29 +Nodes (5): NewsArticle, Any, Entidade que representa uma notícia extraída., Valida a resolução concorrente em lote de uma lista de NewsArticle., test_resolve_articles_urls_batch() + +### Community 226 - "Ecp Snapshot.Schema Module" +Cohesion: 0.29 +Nodes (6): description, $id, $ref, $schema, title, x-contract-version + +### Community 227 - "Hygiene Response.Schema Module" +Cohesion: 0.29 +Nodes (6): additionalProperties, $id, $schema, title, type, x-contract-version + +### Community 228 - "Media Output.Schema Module" +Cohesion: 0.29 +Nodes (7): description, items, type, additionalProperties, type, properties, articles + +### Community 229 - "Test Cli Subprocess Pipeline Module" +Cohesion: 0.33 +Nodes (6): Path, Subprocess-level integration tests for CLI consolidate.py verifying normative…, Passing an invalid article JSON (missing url/title/etc) exits with code 1., Passing a nonexistent config file exits with code 2 (preflight/config error)., test_cli_subprocess_invalid_schema_exit_code_1(), test_cli_subprocess_missing_config_exit_code_2() + +### Community 230 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.33 +Nodes (6): auto, straight, route, enum, orthogonal-h, orthogonal-v + +### Community 231 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.33 +Nodes (6): blueprint, classic, editorial, signal-flow, visual_preset, enum + +### Community 232 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.33 +Nodes (6): url, repository, additionalProperties, required, type, revision + +### Community 233 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.33 +Nodes (6): size, items, maxItems, minItems, prefixItems, type + +### Community 234 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.33 +Nodes (6): viewBox, items, maxItems, minItems, prefixItems, type + +### Community 235 - "Archify Visualizer (common.schema)" +Cohesion: 0.33 +Nodes (6): point, items, maxItems, minItems, prefixItems, type + +### Community 236 - "Archify Visualizer (sequence.schema)" +Cohesion: 0.33 +Nodes (6): blueprint, classic, editorial, signal-flow, visual_preset, enum + +### Community 237 - "Archify Visualizer (sequence.schema)" +Cohesion: 0.33 +Nodes (6): viewBox, items, maxItems, minItems, prefixItems, type + +### Community 239 - "Archify Visualizer (render-output-checks.test)" +Cohesion: 0.33 +Nodes (4): checker, __dirname, skillRoot, tmp + +### Community 240 - "Archify Visualizer (skill-metadata.test)" +Cohesion: 0.33 +Nodes (5): authoringContract, frontmatter, here, skill, skillRoot + +### Community 241 - "Archify Visualizer (story-trail.test)" +Cohesion: 0.33 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 242 - "LLM & Embedding Adapters" +Cohesion: 0.33 +Nodes (6): aliases, anchors, domain, target_entity_id, target_name, required + +### Community 243 - "Markdown Normalization" +Cohesion: 0.33 +Nodes (6): convert_html_to_markdown(), Converte HTML para Markdown usando títulos ATX, removendo scripts e estilos., Valida conversão de elementos HTML estruturados para Markdown com títulos ATX., Testa conversão de HTML vazio retornando string vazia., test_convert_html_to_markdown_empty_or_whitespace(), test_convert_html_to_markdown_rich_formatting() + +### Community 244 - "Google News & Stealth Ingestion" +Cohesion: 0.33 +Nodes (6): _normalize_text_for_comparison(), parse_google_news_rss(), Remove pontuação e espaços extras para comparação de redundância., Parseia o XML do RSS do Google News e extrai os itens estruturados., Valida o parsing do feed RSS, higienização de tags HTML e deduplicação., test_parse_google_news_rss_with_fixture() + +### Community 246 - "Article Input.Schema Module" +Cohesion: 0.33 +Nodes (6): newspaper4k, readability, trafilatura, selected_extractor, enum, type + +### Community 247 - "Manifest Output.Schema Module" +Cohesion: 0.33 +Nodes (6): newspaper4k, readability, trafilatura, selected_extractor, enum, type + +### Community 248 - "Runtime Configuration & Governance" +Cohesion: 0.33 +Nodes (6): article_content_hygiene, article_sentiment_tags, additionalProperties, required, type, prompts + +### Community 249 - "Test Prompt Injection Guard Module" +Cohesion: 0.40 +Nodes (5): build_minimal_hygiene_projection(), Any, Projects only the strictly necessary candidate tokens for the LLM prompt. Omits…, Adversarial prompt injection evaluation (SEC-004)., test_adversarial_injection_treated_as_passive_data() + +### Community 250 - "LLM & Embedding Adapters" +Cohesion: 0.33 +Nodes (5): additionalProperties, $id, $schema, title, type + +### Community 251 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.40 +Nodes (5): additionalProperties, required, type, layout, mode + +### Community 252 - "Archify Visualizer (common.schema)" +Cohesion: 0.40 +Nodes (5): items, minItems, type, $ref, focus + +### Community 253 - "Archify Visualizer (sequence.schema)" +Cohesion: 0.40 +Nodes (5): description, enum, column_fit, fixed, spread + +### Community 254 - "Archify Visualizer (sequence.schema)" +Cohesion: 0.40 +Nodes (5): title, additionalProperties, required, type, meta + +### Community 255 - "Archify Visualizer (render-examples)" +Cohesion: 0.40 +Nodes (4): __dirname, outputRoot, skillRoot, TARGETS + +### Community 256 - "Archify Visualizer (authoring-safety-contract.test)" +Cohesion: 0.40 +Nodes (4): authoringContract, __dirname, skill, skillRoot + +### Community 257 - "Archify Visualizer (base-input-compatibility.test)" +Cohesion: 0.40 +Nodes (3): here, skillRoot, tmp + +### Community 259 - "Eval Runner Module" +Cohesion: 0.60 +Nodes (4): aggregate_evaluation_results(), Any, Evaluation runner and metric aggregator without duplicating prompt execution., run_offline_evaluations() + +### Community 260 - "Runtime Configuration & Governance" +Cohesion: 0.50 +Nodes (4): Asserts that a model is in the certified cheap models whitelist., validate_certified_cheap_model(), Quality gate asserting zero expensive/powerful models in runtime roles or…, test_runtime_config_strictly_cheap_models() + +### Community 261 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.50 +Nodes (4): enum, none, trace, animation + +### Community 262 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.50 +Nodes (4): showcase, standard, quality_profile, enum + +### Community 263 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.50 +Nodes (4): enum, kind, region, security-group + +### Community 264 - "Archify Visualizer (dataflow.schema)" +Cohesion: 0.50 +Nodes (4): $ref, via, items, type + +### Community 265 - "Archify Visualizer (lifecycle.schema)" +Cohesion: 0.50 +Nodes (4): maximum, minimum, type, col + +### Community 266 - "Archify Visualizer (lifecycle.schema)" +Cohesion: 0.50 +Nodes (4): $ref, via, items, type + +### Community 267 - "Archify Visualizer (sequence.schema)" +Cohesion: 0.50 +Nodes (4): enum, none, trace, animation + +### Community 268 - "Archify Visualizer (sequence.schema)" +Cohesion: 0.50 +Nodes (4): showcase, standard, quality_profile, enum + +### Community 269 - "Archify Visualizer (workflow.schema)" +Cohesion: 0.50 +Nodes (4): maximum, minimum, type, bias + +### Community 270 - "Archify Visualizer (workflow.schema)" +Cohesion: 0.50 +Nodes (4): maximum, minimum, type, col + +### Community 271 - "Archify Visualizer (workflow.schema)" +Cohesion: 0.50 +Nodes (4): maximum, minimum, type, fromCol + +### Community 272 - "Archify Visualizer (workflow.schema)" +Cohesion: 0.50 +Nodes (4): toCol, maximum, minimum, type + +### Community 274 - "Archify Visualizer (cursor-onboarding.test)" +Cohesion: 0.50 +Nodes (3): __dirname, repoRoot, skillRoot + +### Community 275 - "Archify Visualizer (delivery-contract.test)" +Cohesion: 0.50 +Nodes (3): delivery, here, skill + +### Community 276 - "Archify Visualizer (guide-page.test)" +Cohesion: 0.50 +Nodes (3): __dirname, repoRoot, skillRoot + +### Community 278 - "Archify Visualizer (start-page.test)" +Cohesion: 0.50 +Nodes (3): __dirname, repoRoot, skillRoot + +### Community 279 - "Build Release Metadata Module" +Cohesion: 0.50 +Nodes (3): build_release_metadata(), Path, Release packaging script generating src/core/release-metadata.json. + +### Community 280 - "Markdown Normalization" +Cohesion: 0.50 +Nodes (4): clean_body_images(), Preserva imagens com URL absoluta http/https, remove relativas/data:/vazias e…, Valida descarte de data:, relativos e deduplicação mantendo a primeira…, test_clean_body_images_removes_invalid_and_deduplicates() + +### Community 281 - "Multi-Engine Article Extraction" +Cohesion: 0.50 +Nodes (4): parse_arguments(), Namespace, Valida que argumentos de linha de comando existentes continuam totalmente…, test_cli_argument_compatibility() + +### Community 282 - "Hygiene Response.Schema Module" +Cohesion: 0.50 +Nodes (4): type, removal_reasons, additionalProperties, type + +### Community 283 - "Hygiene Response.Schema Module" +Cohesion: 0.50 +Nodes (4): items, type, uniqueItems, kept_image_ids + +### Community 284 - "Media Output.Schema Module" +Cohesion: 0.50 +Nodes (4): enum, type, media, content_type + +### Community 288 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.67 +Nodes (3): minimum, type, cellH + +### Community 289 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.67 +Nodes (3): minimum, type, labelSegment + +### Community 290 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.67 +Nodes (3): minimum, type, pad + +### Community 291 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.67 +Nodes (3): row, minimum, type + +### Community 292 - "Archify Visualizer (architecture.schema)" +Cohesion: 0.67 +Nodes (3): width, minimum, type + +### Community 293 - "Archify Visualizer (dataflow.schema)" +Cohesion: 0.67 +Nodes (3): minimum, type, height + +### Community 294 - "Archify Visualizer (dataflow.schema)" +Cohesion: 0.67 +Nodes (3): minLength, type, label + +### Community 295 - "Archify Visualizer (dataflow.schema)" +Cohesion: 0.67 +Nodes (3): row, minimum, type + +### Community 296 - "Archify Visualizer (dataflow.schema)" +Cohesion: 0.67 +Nodes (3): stage, minimum, type + +### Community 297 - "Archify Visualizer (dataflow.schema)" +Cohesion: 0.67 +Nodes (3): width, minimum, type + +### Community 298 - "Archify Visualizer (lifecycle.schema)" +Cohesion: 0.67 +Nodes (3): minimum, type, cornerRadius + +### Community 299 - "Archify Visualizer (lifecycle.schema)" +Cohesion: 0.67 +Nodes (3): minimum, type, height + +### Community 300 - "Archify Visualizer (lifecycle.schema)" +Cohesion: 0.67 +Nodes (3): minLength, type, label + +### Community 301 - "Archify Visualizer (lifecycle.schema)" +Cohesion: 0.67 +Nodes (3): width, minimum, type + +### Community 302 - "Archify Visualizer (sequence.schema)" +Cohesion: 0.67 +Nodes (3): to, $ref, type + +### Community 303 - "Archify Visualizer (sequence.schema)" +Cohesion: 0.67 +Nodes (3): y, minimum, type + +### Community 304 - "Archify Visualizer (workflow.schema)" +Cohesion: 0.67 +Nodes (3): minimum, type, height + +### Community 305 - "Archify Visualizer (workflow.schema)" +Cohesion: 0.67 +Nodes (3): minimum, type, labelSegment + +### Community 311 - "NLP Inherence Classifier" +Cohesion: 0.67 +Nodes (3): Path, Executa o funil completo em lote: - 1 artigo textual puro (sem mídia) -> bypass…, test_live_e2e_batch_funnel_with_ollama_and_multimotor() + +## Knowledge Gaps +- **1522 isolated node(s):** `__dirname`, `skillRoot`, `TYPES`, `COMPOSITION_CHECKS`, `CHECK_FIXES` (+1517 more) + These have ≤1 connection - possible missing edges or undocumented components. +- **30 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes. + +## Suggested Questions +_Questions this graph is uniquely positioned to answer:_ + +- **Why does `InherenceClassifier` connect `NLP Inherence Classifier` to `NLP Inherence Classifier`, `NLP Inherence Classifier`, `LLM & Embedding Adapters`, `NLP Inherence Classifier`, `NLP Inherence Classifier`, `Test Classify Exhaustive Suite Module`?** + _High betweenness centrality (0.003) - this node is a cross-community bridge._ +- **Why does `load_schema()` connect `Runtime Configuration & Governance` to `LLM & Embedding Adapters`, `NLP Inherence Classifier`, `Harness Module`, `Harness Module`, `Runtime Configuration & Governance`, `Storage & State Persistence`?** + _High betweenness centrality (0.003) - this node is a cross-community bridge._ +- **Why does `create_schema_registry()` connect `Runtime Configuration & Governance` to `LLM & Embedding Adapters`, `NLP Inherence Classifier`, `Harness Module`, `Harness Module`, `Runtime Configuration & Governance`, `Storage & State Persistence`?** + _High betweenness centrality (0.003) - this node is a cross-community bridge._ +- **Are the 6 inferred relationships involving `InherenceClassifier` (e.g. with `ECPClassificationAdapter` and `LocalEmbeddingsAdapter`) actually correct?** + _`InherenceClassifier` has 6 INFERRED edges - model-reasoned connections that need verification._ +- **What connects `__dirname`, `skillRoot`, `TYPES` to the rest of the system?** + _1522 weakly-connected nodes found - possible documentation gaps or missing edges._ +- **Should `Archify Visualizer (architecture-delta)` be split into smaller, more focused modules?** + _Cohesion score 0.06506849315068493 - nodes in this community are weakly interconnected._ +- **Should `Archify Visualizer (render-architecture)` be split into smaller, more focused modules?** + _Cohesion score 0.05403348554033485 - nodes in this community are weakly interconnected._ \ No newline at end of file diff --git a/graphify-out/2026-08-25/cost.json b/graphify-out/2026-08-25/cost.json new file mode 100644 index 0000000..55391c3 --- /dev/null +++ b/graphify-out/2026-08-25/cost.json @@ -0,0 +1,12 @@ +{ + "runs": [ + { + "date": "2026-08-25T04:09:39.635900+00:00", + "input_tokens": 0, + "output_tokens": 0, + "files": 521 + } + ], + "total_input_tokens": 0, + "total_output_tokens": 0 +} \ No newline at end of file diff --git a/graphify-out/2026-08-25/graph.json b/graphify-out/2026-08-25/graph.json new file mode 100644 index 0000000..43c1b03 --- /dev/null +++ b/graphify-out/2026-08-25/graph.json @@ -0,0 +1,129634 @@ +{ + "directed": false, + "multigraph": false, + "graph": {}, + "nodes": [ + { + "id": "agents_skills_archify_delta_architecture_delta_architecturedeltaerror", + "label": "ArchitectureDeltaError", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 0, + "community_name": "Archify Visualizer (architecture-delta)", + "file_type": "code", + "norm_label": "architecturedeltaerror", + "source_file": ".agents/skills/archify/delta/architecture-delta.mjs", + "source_location": "L4" + }, + { + "id": "scripts_extract_google_news_extractionresult", + "label": "ExtractionResult", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 109, + "community_name": "Google News & Stealth Ingestion", + "file_type": "code", + "norm_label": "extractionresult", + "source_file": "scripts/extract_google_news.py", + "source_location": "L84" + }, + { + "id": "scripts_extract_article_contents_mediacandidateinfo", + "label": "MediaCandidateInfo", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 12, + "community_name": "NLP Inherence Classifier", + "file_type": "code", + "norm_label": "mediacandidateinfo", + "source_file": "scripts/extract_article_contents.py", + "source_location": "L37" + }, + { + "id": "scripts_extract_article_contents_mediaclassification", + "label": "MediaClassification", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 12, + "community_name": "NLP Inherence Classifier", + "file_type": "code", + "norm_label": "mediaclassification", + "source_file": "scripts/extract_article_contents.py", + "source_location": "L47" + }, + { + "id": "scripts_extract_google_news_searchquery", + "label": "SearchQuery", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 141, + "community_name": "Google News & Stealth Ingestion", + "file_type": "code", + "norm_label": "searchquery", + "source_file": "scripts/extract_google_news.py", + "source_location": "L32" + }, + { + "id": "src_tools_adapters_llm_llmfallbackadapter", + "label": "LLMFallbackAdapter", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 17, + "community_name": "LLM & Embedding Adapters", + "file_type": "code", + "norm_label": "llmfallbackadapter", + "source_file": "src/tools/adapters/llm.py", + "source_location": "L42" + }, + { + "id": "src_tools_models_decisioncategory", + "label": "DecisionCategory", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 19, + "community_name": "NLP Inherence Classifier", + "file_type": "code", + "norm_label": "decisioncategory", + "source_file": "src/tools/models.py", + "source_location": "L11" + }, + { + "id": "src_tools_models_matchedgraphentity", + "label": "MatchedGraphEntity", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 19, + "community_name": "NLP Inherence Classifier", + "file_type": "code", + "norm_label": "matchedgraphentity", + "source_file": "src/tools/models.py", + "source_location": "L114" + }, + { + "id": "src_tools_models_relatedentity", + "label": "RelatedEntity", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 19, + "community_name": "NLP Inherence Classifier", + "file_type": "code", + "norm_label": "relatedentity", + "source_file": "src/tools/models.py", + "source_location": "L27" + }, + { + "id": "agents_skills_archify_bin_visual_check_pipecdp", + "label": "PipeCdp", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 196, + "community_name": "Archify Visualizer (visual-check)", + "file_type": "code", + "norm_label": "pipecdp", + "source_file": ".agents/skills/archify/bin/visual-check.mjs", + "source_location": "L138" + }, + { + "id": "src_tools_classifier_inherenceclassifier", + "label": "InherenceClassifier", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 2, + "community_name": "NLP Inherence Classifier", + "file_type": "code", + "norm_label": "inherenceclassifier", + "source_file": "src/tools/classifier.py", + "source_location": "L41" + }, + { + "id": "src_tools_models_ecpsnapshot", + "label": "ECPSnapshot", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 2, + "community_name": "NLP Inherence Classifier", + "file_type": "code", + "norm_label": "ecpsnapshot", + "source_file": "src/tools/models.py", + "source_location": "L58" + }, + { + "id": "scripts_extract_article_contents_extractedarticle", + "label": "ExtractedArticle", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 21, + "community_name": "Multi-Engine Article Extraction", + "file_type": "code", + "norm_label": "extractedarticle", + "source_file": "scripts/extract_article_contents.py", + "source_location": "L552" + }, + { + "id": "scripts_extract_article_contents_extractionbatchreport", + "label": "ExtractionBatchReport", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 21, + "community_name": "Multi-Engine Article Extraction", + "file_type": "code", + "norm_label": "extractionbatchreport", + "source_file": "scripts/extract_article_contents.py", + "source_location": "L586" + }, + { + "id": "scripts_extract_article_contents_inputarticle", + "label": "InputArticle", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 21, + "community_name": "Multi-Engine Article Extraction", + "file_type": "code", + "norm_label": "inputarticle", + "source_file": "scripts/extract_article_contents.py", + "source_location": "L408" + }, + { + "id": "scripts_extract_article_contents_newspaperdata", + "label": "NewspaperData", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 21, + "community_name": "Multi-Engine Article Extraction", + "file_type": "code", + "norm_label": "newspaperdata", + "source_file": "scripts/extract_article_contents.py", + "source_location": "L480" + }, + { + "id": "scripts_extract_article_contents_newspaperextractor", + "label": "NewspaperExtractor", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 21, + "community_name": "Multi-Engine Article Extraction", + "file_type": "code", + "norm_label": "newspaperextractor", + "source_file": "scripts/extract_article_contents.py", + "source_location": "L716" + }, + { + "id": "scripts_extract_article_contents_readabilitydata", + "label": "ReadabilityData", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 21, + "community_name": "Multi-Engine Article Extraction", + "file_type": "code", + "norm_label": "readabilitydata", + "source_file": "scripts/extract_article_contents.py", + "source_location": "L530" + }, + { + "id": "scripts_extract_article_contents_readabilityextractor", + "label": "ReadabilityExtractor", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 21, + "community_name": "Multi-Engine Article Extraction", + "file_type": "code", + "norm_label": "readabilityextractor", + "source_file": "scripts/extract_article_contents.py", + "source_location": "L779" + }, + { + "id": "scripts_extract_article_contents_trafilaturadata", + "label": "TrafilaturaData", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 21, + "community_name": "Multi-Engine Article Extraction", + "file_type": "code", + "norm_label": "trafilaturadata", + "source_file": "scripts/extract_article_contents.py", + "source_location": "L432" + }, + { + "id": "scripts_extract_article_contents_trafilaturaextractor", + "label": "TrafilaturaExtractor", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 21, + "community_name": "Multi-Engine Article Extraction", + "file_type": "code", + "norm_label": "trafilaturaextractor", + "source_file": "scripts/extract_article_contents.py", + "source_location": "L612" + }, + { + "id": "scripts_extract_google_news_newsarticle", + "label": "NewsArticle", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 225, + "community_name": "Google News & Stealth Ingestion", + "file_type": "code", + "norm_label": "newsarticle", + "source_file": "scripts/extract_google_news.py", + "source_location": "L64" + }, + { + "id": "scripts_select_article_extractor_candidatestatus", + "label": "CandidateStatus", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 24, + "community_name": "Multi-Engine Article Extraction", + "file_type": "code", + "norm_label": "candidatestatus", + "source_file": "scripts/select_article_extractor.py", + "source_location": "L41" + }, + { + "id": "scripts_select_article_extractor_extractorname", + "label": "ExtractorName", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 24, + "community_name": "Multi-Engine Article Extraction", + "file_type": "code", + "norm_label": "extractorname", + "source_file": "scripts/select_article_extractor.py", + "source_location": "L33" + }, + { + "id": "src_runtime_core_limits_inputsizeexceedederror", + "label": "InputSizeExceededError", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 25, + "community_name": "Runtime Configuration & Governance", + "file_type": "code", + "norm_label": "inputsizeexceedederror", + "source_file": "src/runtime/core/limits.py", + "source_location": "L6" + }, + { + "id": "src_tools_adapters_base_basenlpadapter", + "label": "BaseNLPAdapter", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 28, + "community_name": "NLP Inherence Classifier", + "file_type": "code", + "norm_label": "basenlpadapter", + "source_file": "src/tools/adapters/base.py", + "source_location": "L10" + }, + { + "id": "src_tools_adapters_embeddings_localembeddingsadapter", + "label": "LocalEmbeddingsAdapter", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 28, + "community_name": "NLP Inherence Classifier", + "file_type": "code", + "norm_label": "localembeddingsadapter", + "source_file": "src/tools/adapters/embeddings.py", + "source_location": "L13" + }, + { + "id": "src_tools_models_classificationresult", + "label": "ClassificationResult", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 28, + "community_name": "NLP Inherence Classifier", + "file_type": "code", + "norm_label": "classificationresult", + "source_file": "src/tools/models.py", + "source_location": "L122" + }, + { + "id": "tests_runtime_fault_injection_test_gateway_faults_faultymockadapter", + "label": "FaultyMockAdapter", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 286, + "community_name": "Test Gateway Faults Module", + "file_type": "code", + "norm_label": "faultymockadapter", + "source_file": "tests/runtime/fault_injection/test_gateway_faults.py", + "source_location": "L22" + }, + { + "id": "tests_runtime_unit_test_model_gateway_mockprovideradapter", + "label": "MockProviderAdapter", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 287, + "community_name": "Test Model Gateway Module", + "file_type": "code", + "norm_label": "mockprovideradapter", + "source_file": "tests/runtime/unit/test_model_gateway.py", + "source_location": "L20" + }, + { + "id": "src_runtime_core_config_modelroleconfig", + "label": "ModelRoleConfig", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 3, + "community_name": "LLM & Embedding Adapters", + "file_type": "code", + "norm_label": "modelroleconfig", + "source_file": "src/runtime/core/config.py", + "source_location": "L56" + }, + { + "id": "src_runtime_core_config_runtimeconfig", + "label": "RuntimeConfig", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 3, + "community_name": "LLM & Embedding Adapters", + "file_type": "code", + "norm_label": "runtimeconfig", + "source_file": "src/runtime/core/config.py", + "source_location": "L97" + }, + { + "id": "src_runtime_core_config_runtimelimits", + "label": "RuntimeLimits", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 3, + "community_name": "LLM & Embedding Adapters", + "file_type": "code", + "norm_label": "runtimelimits", + "source_file": "src/runtime/core/config.py", + "source_location": "L71" + }, + { + "id": "src_runtime_core_config_runtimeobservabilityconfig", + "label": "RuntimeObservabilityConfig", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 3, + "community_name": "LLM & Embedding Adapters", + "file_type": "code", + "norm_label": "runtimeobservabilityconfig", + "source_file": "src/runtime/core/config.py", + "source_location": "L91" + }, + { + "id": "src_runtime_core_config_runtimepricing", + "label": "RuntimePricing", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 3, + "community_name": "LLM & Embedding Adapters", + "file_type": "code", + "norm_label": "runtimepricing", + "source_file": "src/runtime/core/config.py", + "source_location": "L77" + }, + { + "id": "src_runtime_core_config_runtimestoragepaths", + "label": "RuntimeStoragePaths", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 3, + "community_name": "LLM & Embedding Adapters", + "file_type": "code", + "norm_label": "runtimestoragepaths", + "source_file": "src/runtime/core/config.py", + "source_location": "L85" + }, + { + "id": "src_runtime_gateway_adapters_deepseekadapter", + "label": "DeepSeekAdapter", + "_callable": true, + "_callable_class": true, + "_origin": "ast", + "community": 3, + "community_name": "LLM & Embedding Adapters", + "file_type": "code", + "norm_label": "deepseekadapter", + "source_file": "src/runtime/gateway/adapters.py", + "source_location": "L83" + }, + { + "id": "src_runtime_gateway_adapters_groqadapter", + "label": 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Check -- 487 files · ~879,724 words +- 504 files · ~902,420 words - Verdict: corpus is large enough that graph structure adds value. ## Summary -- 5812 nodes · 8300 edges · 524 communities (456 shown, 68 thin omitted) -- Extraction: 99% EXTRACTED · 1% INFERRED · 0% AMBIGUOUS · INFERRED: 83 edges (avg confidence: 0.9) +- 6224 nodes · 8829 edges · 553 communities (484 shown, 69 thin omitted) +- Extraction: 99% EXTRACTED · 1% INFERRED · 0% AMBIGUOUS · INFERRED: 95 edges (avg confidence: 0.9) - Token cost: 0 input · 0 output ## Graph Freshness -- Built from commit: `23de7d8f` +- Built from commit: `d2d1aad0` - Run `git rev-parse HEAD` and compare to check if the graph is stale. - Run `graphify update .` after code changes (no API cost). ## Community Hubs (Navigation) -- Task Planning -- Convergence Workflow -- SpecKit Utilities -- Graphify Commands -- speckit-analyze/SKILL.md -- Tasks: Multilingual NLP Entity Inherence Classifier (POC) -- Feature Specification Template -- Graphify Rules -- Implementation Planning -- Feature Specification -- Task Generation -- Project Constitution -- Constitution Template -- Graphify Exports -- Ponytail Configuration -- Implementation Planning Template -- Ponytail Help -- Checklist Generation -- Clarification Workflow -- Implementation Workflow -- Graph Query -- Constitution Workflow -- Feature Branch Creation -- Ponytail Audit -- Ponytail Metrics -- Ponytail Review -- Task Issue Conversion -- Checklist Template -- Graphify Watch Mode -- Graphify Hooks -- Graphify Updates -- Ponytail Debt -- Repository Merge -- Media Transcription -- Extraction Specification -- Graphify Workflows -- main -- 1. Technical Decisions & Tradeoffs -- 1. Input Schemas -- 2. Basic CLI Usage Examples -- 2. Standard Streams & Exit Codes -- ClassificationResult +- architecture-delta.mjs +- render-architecture.mjs - ECPSnapshot -- LLMFallbackAdapter +- config.py +- SQLiteStore +- properties +- geometry.mjs +- cli.mjs +- brand-marks.mjs +- properties +- properties +- properties +- test_media_classifier.py +- archify.mjs +- webm-artifact.smoke.mjs +- render-sequence.mjs +- check-render-output.mjs +- Plano de testes e evals — Runtime de consolidação de artigos +- properties - tools/models.py +- generated-validators.mjs +- test_extract_article_contents.py +- properties +- render-dataflow.mjs +- select_article_extractor +- consolidate.py +- properties +- repair-operations.schema.json +- ClassificationResult +- process_batch +- main +- render-lifecycle.mjs +- render-workflow.mjs +- properties +- enrichment-response.schema.json +- scripts +- test_models.py +- startPreview +- classifier-io.schema.json +- create_schema_registry +- required +- layout-rules.test.mjs +- hygiene/harness.py +- test_convert_article_to_markdown.py +- CandidateObject +- process_batch +- required +- visual-check.mjs +- null +- article_content_hygiene +- scenarios.mjs +- ArticleCrawler +- required +- select_article_extractor.py +- properties +- article_content_hygiene +- candidate/parser.py +- create_manifest_dict +- required +- properties +- golden.mjs +- test_extract_google_news.py +- output-path.mjs +- $defs +- convert_article_to_markdown.py +- type +- properties +- properties +- adapter.py +- validate_and_extract_enrichment +- classifier.py +- main +- check_zero_regex.py +- enum +- required +- enum +- test_select_article_extractor.py +- properties +- SanitizedJsonLogger +- adaptive-reader-layout.test.mjs +- properties +- required +- required +- legend-contract.test.mjs +- ecp +- required +- common.ps1 +- type +- ExecutionStateMachine +- visual-check.test.mjs +- properties +- required +- candidates-payload.schema.json +- limits +- properties +- generate-brand-marks.mjs +- langfuse +- string +- null +- properties +- enum +- dataflow.schema.json +- properties +- lifecycle.schema.json +- required +- required +- properties +- convert_article +- Any +- extract_google_news.py +- object +- tags +- properties +- test_equivalence_mapping.py +- properties +- entries +- sequence.schema.json +- properties +- semantic-radar.test.mjs +- properties +- properties +- architecture.schema.json +- legendEntry +- degraded.test.mjs +- viewer-chrome-layout.test.mjs +- paths +- properties +- properties +- properties +- repository-evidence.mjs +- properties +- enum +- entries +- properties +- properties +- ordinary-model-floor.test.mjs +- output-path.test.mjs +- preview-contract.test.mjs +- real-repository-proof.test.mjs +- v1-compatibility.test.mjs +- resolve_article_body +- SearchQuery +- kept_block_ids +- properties +- type +- enum +- enum +- enum +- generate-validators.mjs +- authored-reachability.test.mjs +- chapter-delta-preview.test.mjs +- cli.test.mjs +- readme-showcase.test.mjs +- repository-evidence.test.mjs +- sqlite +- required +- pricing +- article-input.schema.json +- enum +- run_preflight_checks +- Extraction Pipeline Checklist: Article Content Multi-Engine Extractor +- parametrize +- open-artifact.mjs +- enum +- wraps +- enum +- enum +- enum +- mainPath +- animation.test.mjs +- guided-views.test.mjs +- landing.test.mjs +- preset-tryon.test.mjs +- reach-share-card.test.mjs +- relationship-direct-explorer.test.mjs +- relationship-lens.test.mjs +- relationship-permalink.test.mjs +- release-identity.test.mjs +- repair-receipt.test.mjs +- route-journey.test.mjs +- route-share-card.test.mjs +- semantic-legend-gateway.test.mjs +- sequence-column-fit.test.mjs +- share-card-export.test.mjs +- story-carrier.test.mjs +- story-director-strip.test.mjs +- story-follow-camera.test.mjs +- story-moment-link.test.mjs +- story-shelf.test.mjs +- enum +- media-output.schema.json +- required +- provider_versions +- manifest-output.schema.json +- enum +- verify_all_11_invariants +- PipeCdp +- revision +- enum +- Especificação de prompt, contexto e harness — Runtime +- workflow.schema.json +- enum +- chapter-handoff.test.mjs +- chapter-rail.test.mjs +- diagram-guide.test.mjs +- finder.test.mjs +- intent-trace.test.mjs +- motion-governor.test.mjs +- presentation.test.mjs +- preview.test.mjs +- relationship-pulse.test.mjs +- route-probe.test.mjs +- semantic-camera.test.mjs +- semantic-flow.test.mjs +- semantic-lens.test.mjs +- semantic-passport.test.mjs +- semantic-zoom.test.mjs +- Implementation Tasks: Article Consolidation and Hygiene Runtime +- story-beat-navigator.test.mjs +- story-horizon.test.mjs +- enum +- required +- required +- enum +- parse_arguments +- NewsArticle +- ecp-snapshot.schema.json +- hygiene-response.schema.json +- items +- test_cli_subprocess_pipeline.py +- enum +- enum +- repository +- size +- viewBox +- point +- Functional Requirements +- viewBox +- automatic-port-spread.test.mjs +- render-output-checks.test.mjs +- skill-metadata.test.mjs +- story-trail.test.mjs +- required +- convert_html_to_markdown +- parse_google_news_rss +- create-new-feature.ps1 +- enum +- enum +- PRD — Seleção determinística da biblioteca de extração de conteúdo +- build_minimal_hygiene_projection +- ecp-profile.schema.json +- layout +- focus +- enum +- adr_002.md +- render-examples.mjs +- authoring-safety-contract.test.mjs +- base-input-compatibility.test.mjs +- release-package-gates.test.mjs +- eval_runner.py +- validate_certified_cheap_model +- enum +- enum +- enum +- via +- col +- via +- prd.md +- enum +- bias +- Catálogo de métricas e KPIs — Runtime de consolidação de artigos +- fromCol +- toCol +- community-proof-intake.test.mjs +- cursor-onboarding.test.mjs +- delivery-contract.test.mjs +- guide-page.test.mjs +- proof-aperture.test.mjs +- start-page.test.mjs +- build_release_metadata.py +- Tasks: [FEATURE NAME] +- parse_arguments +- removal_reasons +- kept_image_ids +- content_type +- test_prompts_contract.py +- FaultyMockAdapter +- MockProviderAdapter +- cellH +- labelSegment +- pad +- row +- width +- height +- label +- row +- stage +- width +- cornerRadius +- height +- label +- width +- speckit-analyze/SKILL.md +- What You Must Do When Invoked +- height +- labelSegment +- generate-validators.test.mjs +- toolbar-polish.test.mjs +- ci_check.py +- prepare_reference_20.py +- Extrator de Notícias do Google News — Guia Completo de Funcionamento +- test_live_e2e_batch_funnel_with_ollama_and_multimotor +- test_contract_parity.py +- test_zero_regex_enforcement.py +- scripts/__init__.py +- src/__init__.py +- runtime/__init__.py +- adapters/__init__.py +- tools/__init__.py +- tests/__init__.py +- test_normalize_list_author_url_filtering +- test_normalize_list_deduplication_preserves_case_and_order +- test_normalize_date_iso_8601_variants +- test_normalize_date_invalid_and_placeholders +- test_metadata_priority_original_url_all_fallbacks +- test_normalize_scalar_whitespace_collapsing +- test_normalize_scalar_non_string_types +- text-nlp-classifier +- adr_001.md +- PRD — Conversão de artigo JSON para Markdown +- Documento de Arquitetura — Runtime de consolidação de artigos +- 24. Requisitos funcionais +- Runbook de produção — Runtime de consolidação de artigos +- 4. Requisitos Funcionais (FR) +- Authoring contract +- PRD — Runtime de consolidação e higienização de artigos +- Tasks: Article Content Multi-Engine Extractor +- Tasks: Convert Article JSON to Markdown +- ._get_connection +- 1. Text Normalization Pipeline +- Tasks: Deterministic Article Content Selection +- Execution Steps +- 8. Regras funcionais +- 12. Critérios de aceite +- Feature Specification: Multilingual NLP Entity Inherence Classifier (POC) +- Implementation Tasks: Google News Headlines Extractor +- CLI Interface Contract: Article Consolidation and Hygiene Runtime +- 2. Entity Definitions +- 3. Concrete Architectural & Technical Decisions +- Functional Requirements +- 30. Cenários mínimos de teste +- Feature Specification: [FEATURE NAME] +- Tasks: Multilingual NLP Entity Inherence Classifier (POC) +- Requirements Readiness Checklist: Article Consolidation and Hygiene Runtime +- Implementation Plan: Article Content Multi-Engine Extractor +- Feature Specification: Deterministic Content Selection +- Implementation Plan: Convert Article JSON to Markdown +- 2. Technical Decisions & Research Findings +- Feature Specification: Convert Article JSON to Markdown +- 3. Operational Execution Scenarios +- 2. Modelos de Dados (Dataclasses e Estruturas de Runtime) +- speckit-plan/SKILL.md +- speckit-specify/SKILL.md +- speckit-tasks/SKILL.md +- 25. Requisitos não funcionais +- Core Principles +- Core Principles +- Feature Specification: Google News Headlines Extractor +- 2. Entity Descriptions & Fields +- Implementation Plan: Deterministic Article Content Selection +- Markdown Conversion Checklist: End-to-End Requirements Quality +- properties +- Media Routing Requirements Quality & Implementation Planning Checklist +- Viewer Runtime reference +- Archify +- 5. 📝 Conversor de Artigo JSON para Markdown +- 2. Cenários Práticos de Uso +- 004-deterministic-content-selection/spec.md +- Implementation Plan: Classificação e Roteamento de Notícias Predominantemente de Mídia +- Tasks: Classificação e Roteamento de Notícias Predominantemente de Mídia +- build_candidates_payload +- calculate_execution_fingerprint +- Archify JSON IR Schemas +- graphify reference: extra exports and benchmark +- Ponytail +- 1. Operational Commands +- 4. 🎯 Seletor Determinístico de Conteúdo de Artigos +- Implementation Plan: [FEATURE] +- 1. Technical Decisions & Tradeoffs +- 2. Cenários de Validação +- 1. Technical Decisions & Tradeoffs +- 005-convert-json-markdown/plan.md +- Quickstart: Convert Article JSON to Markdown +- Implementation Plan: Article Consolidation and Hygiene Runtime +- CLI Contract & Routing Specification: `scripts/extract_article_contents.py` +- candidate/models.py +- Delivery contract +- Ponytail Help +- speckit-checklist/SKILL.md +- 6. 🚀 Runtime de Consolidação e Higienização de Artigos (006-article-consolidation-runtime) +- 1. Input Schemas +- Implementation Plan: Multilingual NLP Entity Inherence Classifier (POC) +- 2. Basic CLI Usage Examples +- 1. Technical Decisions & Tradeoffs +- Deterministic Content Selection Checklist: End-to-End Requirements Quality +- 1. Domain Entities & Schemas +- Prompts Versioned Contract: Article Consolidation and Hygiene Runtime +- properties +- 2. Decisões Técnicas Consolidadas +- Sequence Renderer +- speckit-clarify/SKILL.md +- speckit-implement/SKILL.md +- 11. Requisitos não funcionais +- 13. Parsing estrutural sem regex +- 🧠 TextNLPClassifierApp +- 1. 🧠 Classificador de Conteúdo e Inerência (NLP / LLM / ECP) +- POC Readiness & Requirements Quality Checklist: Multilingual NLP Entity Inherence Classifier +- 2. Standard Streams & Exit Codes +- General Readiness Checklist: Google News Headlines Extractor +- 1. Entidades de Domínio & DTOs +- Implementation Plan: Google News Headlines Extractor +- Quickstart: Deterministic Article Content Selection +- Quickstart & Validation Guide: Classificação e Roteamento de Mídia +- test_benchmark_24.py +- 🧪 Documentação da Suíte de Testes Automatizados +- Data Flow Renderer +- Lifecycle Renderer +- Workflow Renderer +- graphify reference: query, path, explain +- speckit-constitution/SKILL.md +- 9. Tipos de mídia +- ADR-003 — Usar orquestração explícita em Python, sem LangChain ou LangGraph +- Comandos e Utilitários CLI +- Specification Quality Checklist: Multilingual NLP Entity Inherence Classifier +- Specification Quality Checklist: Google News Headlines Extractor +- CLI Contract: Google News Headlines Extractor +- CLI Contract: Article Content Multi-Engine Extractor +- Specification Quality Checklist: Deterministic Content Selection +- CLI Interface Contract: Deterministic Article Content Selection +- Specification Quality Checklist: Convert Article JSON to Markdown +- CLI Contract: `convert_article_to_markdown.py` +- Specification Quality Checklist: Article Consolidation and Hygiene Runtime +- Specification Quality Checklist: Classificação e Roteamento de Notícias Predominantemente de Mídia +- 4. Arquitetura e Decisões Técnicas Fechadas +- enum +- ponytail-audit/SKILL.md +- Ponytail Gain +- ponytail-review/SKILL.md +- speckit-taskstoissues/SKILL.md +- 10. Contrato de saída +- 14. Higienização por LLM +- 4. Regras mandatórias +- 8. Contrato de entrada do artigo +- 18. Integração ECP +- 7. Orquestração +- ADR-001 — Separar runtime e self-healing +- ADR-002 — Iniciar o runtime após a seleção do extrator +- ADR-004 — Gateway agnóstico com apenas modelos baratos no runtime +- ADR-005 — Proibir regex e palavras-chave manuais em decisões textuais +- ADR-006 — LLM seleciona evidências e propõe reparos, não regenera o artigo +- ADR-007 — Tornar o ECP obrigatório antes de toda saída editorial +- ADR-008 — Langfuse no runtime e Promptfoo no CI +- ADR-009 — Persistir estado em SQLite e saídas no filesystem +- ADR-010 — Produzir resultado estruturado sempre e Markdown condicionalmente +- ADR-011 — Definir SLOs de custo e latência a partir de staging +- 7. Checklist de release +- 2. 📰 Extrator de Manchetes do Google News +- [CHECKLIST TYPE] Checklist: [FEATURE NAME] +- User Scenarios & Testing *(mandatory)* +- graphify reference: add a URL and watch a folder +- graphify reference: commit hook and native CLAUDE.md integration +- graphify reference: incremental update and cluster-only +- ponytail-debt/SKILL.md +- 6. Contrato de entrada +- 12. Preparação determinística +- 15. Pequenos reparos textuais +- 9. Contrato do ECP +- 15. Higienização extrativa +- 16. Pequenos reparos +- 20. Model Gateway +- 23. Observabilidade +- 3. Limites do sistema +- 9. Política de dependências +- 12. Monitoramento +- 14. Reprocessamento +- 16. Falha do provider primário +- 21. Falha do SQLite +- 6. Configuração obrigatória +- ⚙️ Instalação e Setup +- 3. 📄 Extrator e Parser Multimotor de Artigos +- remove_duplicate_initial_h1 +- JSON Schema Contract: Article Content Multi-Engine Extractor +- Release Quality Summary Report +- Brand marks +- graphify reference: GitHub clone and cross-repo merge +- graphify reference: transcribe video and audio +- 13. Candidatos e proveniência +- 16. Imagens e links +- 17. Gate ECP +- 18. Enriquecimento +- 5. Escopo +- 14. Modelo de candidatos +- 22. Renderer e arquivos +- Architecture Decision Records — Runtime de consolidação de artigos +- 15. Falha de validação de entrada +- 17. Falha semântica ou de grounding +- 18. Falha do ECP +- 20. Falha do Langfuse +- 22. Falha de filesystem ou disco +- 26. Rollback manual +- Los puntajes de River vs. Independiente Santa Fe, por la Copa Sudamericana - TyC Sports +- rules/graphify.md +- brand-marks/README.md +- extraction-spec.md +- workflows/graphify.md +- PRD — Classificação e Roteamento de Notícias Predominantemente de Mídia +- 5. Escopo funcional - content_northvolt_de.md - content_presal_pt.md - content_tangential_es.md -- create_schema_registry -- src/__init__.py - de/contextual.md - de/direct.md - de/not_related.md @@ -89,450 +559,8 @@ - pt/direct.md - pt/not_related.md - pt/tangential.md -- tests/__init__.py -- text-nlp-classifier -- test_extract_article_contents.py -- Extrator de Notícias do Google News — Guia Completo de Funcionamento -- extract_google_news.py -- ExtractionResult -- test_extract_google_news.py -- Implementation Tasks: Google News Headlines Extractor -- Feature Specification: Google News Headlines Extractor -- 2. Cenários Práticos de Uso -- Implementation Plan: Google News Headlines Extractor -- scripts/__init__.py -- SearchQuery -- 1. Technical Decisions & Tradeoffs -- General Readiness Checklist: Google News Headlines Extractor -- 1. Entidades de Domínio & DTOs -- Specification Quality Checklist: Google News Headlines Extractor -- CLI Contract: Google News Headlines Extractor -- 5. 📝 Conversor de Artigo JSON para Markdown -- Extraction Pipeline Checklist: Article Content Multi-Engine Extractor -- config.py -- SQLiteStore -- main -- Feature Specification: Multilingual NLP Entity Inherence Classifier (POC) -- 4. Requisitos Funcionais (FR) -- Tasks: Article Content Multi-Engine Extractor -- Tasks: Convert Article JSON to Markdown -- Implementation Plan: Article Content Multi-Engine Extractor -- 2. Cenários de Validação -- 1. Technical Decisions & Tradeoffs -- Implementation Plan: Multilingual NLP Entity Inherence Classifier (POC) -- POC Readiness & Requirements Quality Checklist: Multilingual NLP Entity Inherence Classifier -- Specification Quality Checklist: Multilingual NLP Entity Inherence Classifier -- CLI Contract: Article Content Multi-Engine Extractor -- JSON Schema Contract: Article Content Multi-Engine Extractor -- PRD — Seleção determinística da biblioteca de extração de conteúdo -- select_article_extractor.py -- 1. Text Normalization Pipeline -- Tasks: Deterministic Article Content Selection -- select_article_extractor -- process_batch -- classifier.py -- test_select_article_extractor.py -- Feature Specification: Deterministic Content Selection -- 2. Entity Descriptions & Fields -- Implementation Plan: Deterministic Article Content Selection -- Deterministic Content Selection Checklist: End-to-End Requirements Quality -- Quickstart: Deterministic Article Content Selection -- Specification Quality Checklist: Deterministic Content Selection -- CLI Interface Contract: Deterministic Article Content Selection -- 004-deterministic-content-selection/spec.md -- convert_article_to_markdown.py -- 8. Regras funcionais -- 12. Critérios de aceite -- PRD — Conversão de artigo JSON para Markdown -- resolve_article_body -- Implementation Plan: Convert Article JSON to Markdown -- 2. Technical Decisions & Research Findings -- Feature Specification: Convert Article JSON to Markdown -- Markdown Conversion Checklist: End-to-End Requirements Quality -- convert_article -- 005-convert-json-markdown/plan.md -- Quickstart: Convert Article JSON to Markdown -- 1. Domain Entities & Schemas -- 11. Requisitos não funcionais -- parse_arguments -- Specification Quality Checklist: Convert Article JSON to Markdown -- CLI Contract: `convert_article_to_markdown.py` -- architecture-delta.mjs -- test_convert_article_to_markdown.py -- render-architecture.mjs -- 6. Contrato de entrada -- test_models.py -- convert_html_to_markdown -- properties -- geometry.mjs -- Los puntajes de River vs. Independiente Santa Fe, por la Copa Sudamericana - TyC Sports - valid_newspaper4k.md - valid_readability.md -- consolidate.py -- run_preflight_checks -- adapter.py -- validate_and_extract_enrichment -- render-lifecycle.mjs -- hygiene/harness.py -- SanitizedJsonLogger -- InputSizeExceededError -- CandidateObject -- enum -- Plano de testes e evals — Runtime de consolidação de artigos -- Especificação de prompt, contexto e harness — Runtime -- ExecutionStateMachine -- Implementation Tasks: Article Consolidation and Hygiene Runtime -- 🧪 Documentação da Suíte de Testes Automatizados -- properties -- repair-operations.schema.json -- Functional Requirements -- properties -- enrichment-response.schema.json -- properties -- Catálogo de métricas e KPIs — Runtime de consolidação de artigos -- article_content_hygiene -- archify.mjs -- Documento de Arquitetura — Runtime de consolidação de artigos -- null -- Runbook de produção — Runtime de consolidação de artigos -- article_content_hygiene -- properties -- properties -- PRD — Runtime de consolidação e higienização de artigos -- required -- properties -- type -- properties -- brand-marks.mjs -- check_zero_regex.py -- properties -- webm-artifact.smoke.mjs -- properties -- provider_versions -- candidates-payload.schema.json -- limits -- langfuse -- string -- type -- CLI Interface Contract: Article Consolidation and Hygiene Runtime -- 2. Entity Definitions -- 3. Concrete Architectural & Technical Decisions -- Requirements Readiness Checklist: Article Consolidation and Hygiene Runtime -- object -- null -- properties -- check-render-output.mjs -- render-sequence.mjs -- 3. Operational Execution Scenarios -- type -- test_cli_subprocess_pipeline.py -- clean_body_images -- properties -- paths -- properties -- properties -- properties -- required -- required -- kept_block_ids -- parametrize -- 4. 🎯 Seletor Determinístico de Conteúdo de Artigos -- 1. Operational Commands -- sqlite -- required -- pricing -- article-input.schema.json -- properties -- enum -- required -- Implementation Plan: Article Consolidation and Hygiene Runtime -- verify_all_11_invariants -- enum -- required -- manifest-output.schema.json -- Prompts Versioned Contract: Article Consolidation and Hygiene Runtime -- 6. 🚀 Runtime de Consolidação e Higienização de Artigos (006-article-consolidation-runtime) -- 13. Parsing estrutural sem regex -- metadata_candidates -- enum -- required -- enum -- ecp-snapshot.schema.json -- hygiene-response.schema.json -- 🧠 TextNLPClassifierApp -- ADR-003 — Usar orquestração explícita em Python, sem LangChain ou LangGraph -- required -- Specification Quality Checklist: Article Consolidation and Hygiene Runtime -- enum -- enum -- 1. 🧠 Classificador de Conteúdo e Inerência (NLP / LLM / ECP) -- 10. Contrato de saída -- 14. Higienização por LLM -- 4. Regras mandatórias -- 8. Contrato de entrada do artigo -- 18. Integração ECP -- 7. Orquestração -- ADR-001 — Separar runtime e self-healing -- ADR-002 — Iniciar o runtime após a seleção do extrator -- ADR-004 — Gateway agnóstico com apenas modelos baratos no runtime -- ADR-005 — Proibir regex e palavras-chave manuais em decisões textuais -- ADR-006 — LLM seleciona evidências e propõe reparos, não regenera o artigo -- ADR-007 — Tornar o ECP obrigatório antes de toda saída editorial -- ADR-008 — Langfuse no runtime e Promptfoo no CI -- ADR-009 — Persistir estado em SQLite e saídas no filesystem -- ADR-010 — Produzir resultado estruturado sempre e Markdown condicionalmente -- ADR-011 — Definir SLOs de custo e latência a partir de staging -- 7. Checklist de release -- eval_runner.py -- ecp-profile.schema.json -- cli.mjs -- 12. Preparação determinística -- 15. Pequenos reparos textuais -- 9. Contrato do ECP -- 15. Higienização extrativa -- 16. Pequenos reparos -- 20. Model Gateway -- 23. Observabilidade -- 3. Limites do sistema -- 9. Política de dependências -- 12. Monitoramento -- 14. Reprocessamento -- 16. Falha do provider primário -- 21. Falha do SQLite -- 6. Configuração obrigatória -- build_release_metadata.py -- removal_reasons -- kept_image_ids -- generated-validators.mjs -- properties -- test_prompts_contract.py -- properties -- Release Quality Summary Report -- Comandos e Utilitários CLI -- 13. Candidatos e proveniência -- 16. Imagens e links -- 17. Gate ECP -- 18. Enriquecimento -- 5. Escopo -- 14. Modelo de candidatos -- 22. Renderer e arquivos -- Architecture Decision Records — Runtime de consolidação de artigos -- 15. Falha de validação de entrada -- 17. Falha semântica ou de grounding -- 18. Falha do ECP -- 20. Falha do Langfuse -- 22. Falha de filesystem ou disco -- 26. Rollback manual -- ci_check.py -- prepare_reference_20.py -- test_contract_parity.py -- test_zero_regex_enforcement.py -- sample_rss_xml -- runtime/__init__.py -- adapters/__init__.py -- tools/__init__.py -- test_normalize_list_author_url_filtering -- test_normalize_list_deduplication_preserves_case_and_order -- test_normalize_date_iso_8601_variants -- test_normalize_date_invalid_and_placeholders -- test_metadata_priority_original_url_all_fallbacks -- test_normalize_scalar_whitespace_collapsing -- test_normalize_scalar_non_string_types -- 2. 📰 Extrator de Manchetes do Google News -- properties -- ⚙️ Instalação e Setup -- 3. 📄 Extrator e Parser Multimotor de Artigos -- render-workflow.mjs -- properties -- scripts -- render-dataflow.mjs -- startPreview -- required -- layout-rules.test.mjs -- visual-check.mjs -- scenarios.mjs -- Authoring contract -- required -- properties -- properties -- golden.mjs -- output-path.mjs -- properties -- enum -- adaptive-reader-layout.test.mjs -- required -- required -- legend-contract.test.mjs -- visual-check.test.mjs -- engineering-profiles.mjs -- required -- properties -- generate-brand-marks.mjs -- repository -- $defs -- enum -- dataflow.schema.json -- properties -- lifecycle.schema.json -- workflow.schema.json -- entries -- sequence.schema.json -- items -- semantic-radar.test.mjs -- architecture.schema.json -- legendEntry -- properties -- degraded.test.mjs -- viewer-chrome-layout.test.mjs -- Viewer Runtime reference -- repository-evidence.mjs -- properties -- properties -- enum -- entries -- properties -- properties -- Archify -- ordinary-model-floor.test.mjs -- output-path.test.mjs -- preview-contract.test.mjs -- real-repository-proof.test.mjs -- v1-compatibility.test.mjs -- enum -- Archify JSON IR Schemas -- enum -- enum -- generate-validators.mjs -- authored-reachability.test.mjs -- chapter-delta-preview.test.mjs -- cli.test.mjs -- readme-showcase.test.mjs -- repository-evidence.test.mjs -- run_smoke_test -- open-artifact.mjs -- Delivery contract -- enum -- wraps -- enum -- enum -- enum -- required -- mainPath -- animation.test.mjs -- guided-views.test.mjs -- landing.test.mjs -- preset-tryon.test.mjs -- reach-share-card.test.mjs -- relationship-direct-explorer.test.mjs -- relationship-lens.test.mjs -- relationship-permalink.test.mjs -- release-identity.test.mjs -- repair-receipt.test.mjs -- route-journey.test.mjs -- route-share-card.test.mjs -- semantic-legend-gateway.test.mjs -- sequence-column-fit.test.mjs -- share-card-export.test.mjs -- story-carrier.test.mjs -- story-director-strip.test.mjs -- story-follow-camera.test.mjs -- story-moment-link.test.mjs -- story-shelf.test.mjs -- properties -- PipeCdp -- Sequence Renderer -- enum -- enum -- required -- enum -- chapter-handoff.test.mjs -- chapter-rail.test.mjs -- diagram-guide.test.mjs -- finder.test.mjs -- intent-trace.test.mjs -- motion-governor.test.mjs -- presentation.test.mjs -- preview.test.mjs -- relationship-pulse.test.mjs -- route-probe.test.mjs -- semantic-camera.test.mjs -- semantic-flow.test.mjs -- semantic-lens.test.mjs -- semantic-passport.test.mjs -- semantic-zoom.test.mjs -- story-beat-navigator.test.mjs -- story-horizon.test.mjs -- tags -- test_benchmark_24.py -- Data Flow Renderer -- Lifecycle Renderer -- Workflow Renderer -- enum -- enum -- size -- viewBox -- point -- enum -- viewBox -- automatic-port-spread.test.mjs -- render-output-checks.test.mjs -- skill-metadata.test.mjs -- story-trail.test.mjs -- prompts -- meta -- layout -- enum -- focus -- enum -- meta -- render-examples.mjs -- authoring-safety-contract.test.mjs -- base-input-compatibility.test.mjs -- release-package-gates.test.mjs -- validate_certified_cheap_model -- enum -- enum -- sources -- via -- col -- via -- enum -- enum -- bias -- col -- toCol -- community-proof-intake.test.mjs -- cursor-onboarding.test.mjs -- delivery-contract.test.mjs -- guide-page.test.mjs -- proof-aperture.test.mjs -- start-page.test.mjs -- FaultyMockAdapter -- MockProviderAdapter -- Brand marks -- col -- label -- row -- width -- height -- label -- row -- stage -- width -- cornerRadius -- height -- label -- width -- to -- y -- height -- label -- labelSegment -- width -- generate-validators.test.mjs -- toolbar-polish.test.mjs -- .record_trace -- brand-marks/README.md ## God Nodes (most connected - your core abstractions) 1. `ECPSnapshot` - 70 edges @@ -543,11 +571,11 @@ 6. `SQLiteStore` - 37 edges 7. `null` - 36 edges 8. `Documento de Arquitetura — Runtime de consolidação de artigos` - 34 edges -9. `Runbook de produção — Runtime de consolidação de artigos` - 33 edges -10. `textUnits()` - 31 edges +9. `process_batch()` - 33 edges +10. `Runbook de produção — Runtime de consolidação de artigos` - 33 edges ## Surprising Connections (you probably didn't know these) -- `test_extract_google_news_orchestration_mocked()` --uses--> `ExtractionResult` [INFERRED] +- `test_e2e_extract_google_news_live_pipeline()` --uses--> `ExtractionResult` [INFERRED] tests/tools/test_extract_google_news.py → scripts/extract_google_news.py - `test_runtime_config_fixture_loads_successfully()` --calls--> `load_runtime_config()` [EXTRACTED] tests/runtime/contract/test_runtime_config_contract.py → src/runtime/core/config.py @@ -561,1827 +589,1935 @@ ## Import Cycles - None detected. -## Communities (524 total, 68 thin omitted) +## Communities (553 total, 69 thin omitted) -### Community 0 - "Task Planning" -Cohesion: 0.07 -Nodes (26): Dependencies & Execution Order, Format: `[ID] [P?] [Story] Description`, Implementation for User Story 1, Implementation for User Story 2, Implementation for User Story 3, Implementation Strategy, Incremental Delivery, MVP First (User Story 1 Only) (+18 more) - -### Community 1 - "Convergence Workflow" -Cohesion: 0.12 -Nodes (15): 1. Initialize Convergence Context, 2. Load Artifacts (Progressive Disclosure), 3. Build the Intent Inventory, 4. Assess the Codebase and Classify Findings, 5. Assign Severity, 6. Present the In-Session Findings Summary, 7. Append Convergence Tasks (or report converged), 8. Provide Next Actions (Handoff) (+7 more) - -### Community 2 - "SpecKit Utilities" -Cohesion: 0.23 -Nodes (13): Find-SpecifyRoot(), Format-SpecKitCommand(), Get-CurrentBranch(), Get-FeaturePathsEnv(), Get-InvokeSeparator(), Get-NormalizedPriority(), Get-Python3Command(), Get-RepoRoot() (+5 more) - -### Community 3 - "Graphify Commands" -Cohesion: 0.08 -Nodes (24): For /graphify add and --watch, For /graphify query, For the commit hook and native CLAUDE.md integration, For --update and --cluster-only, /graphify, Honesty Rules, Interpreter guard for subcommands, Part A - Structural extraction for code files (+16 more) - -### Community 4 - "speckit-analyze/SKILL.md" -Cohesion: 0.08 -Nodes (25): 1. Initialize Analysis Context, 2. Load Artifacts (Progressive Disclosure), 3. Build Semantic Models, 4. Detection Passes (Token-Efficient Analysis), 5. Severity Assignment, 6. Produce Compact Analysis Report, 7. Provide Next Actions, 8. Offer Remediation (+17 more) - -### Community 5 - "Tasks: Multilingual NLP Entity Inherence Classifier (POC)" -Cohesion: 0.15 -Nodes (13): Dependencies & Execution Order, Implementation for User Story 1, Implementation for User Story 2, Implementation for User Story 3, Implementation Strategy, Phase 1: Setup (Shared Infrastructure), Phase 2: Foundational (Blocking Prerequisites), Phase 3: User Story 1 - Core Tier 1 Deterministic Classification & CLI (Priority: P1) [MVP] (+5 more) - -### Community 6 - "Feature Specification Template" -Cohesion: 0.15 -Nodes (12): Assumptions, Edge Cases, Feature Specification: [FEATURE NAME], Functional Requirements, Key Entities *(include if feature involves data)*, Measurable Outcomes, Requirements *(mandatory)*, Success Criteria *(mandatory)* (+4 more) - -### Community 8 - "Implementation Planning" -Cohesion: 0.18 -Nodes (10): Completion Report, Done When, Key rules, Mandatory Post-Execution Hooks, Outline, Phase 0: Outline & Research, Phase 1: Design & Contracts, Phases (+2 more) - -### Community 9 - "Feature Specification" -Cohesion: 0.18 -Nodes (10): Completion Report, Done When, For AI Generation, Mandatory Post-Execution Hooks, Outline, Pre-Execution Checks, Quick Guidelines, Section Requirements (+2 more) - -### Community 10 - "Task Generation" -Cohesion: 0.18 -Nodes (10): Checklist Format (REQUIRED), Completion Report, Done When, Mandatory Post-Execution Hooks, Outline, Phase Structure, Pre-Execution Checks, Task Generation Rules (+2 more) - -### Community 11 - "Project Constitution" -Cohesion: 0.18 -Nodes (10): Core Principles, Governance, [PRINCIPLE_1_NAME], [PRINCIPLE_2_NAME], [PRINCIPLE_3_NAME], [PRINCIPLE_4_NAME], [PRINCIPLE_5_NAME], [PROJECT_NAME] Constitution (+2 more) - -### Community 12 - "Constitution Template" -Cohesion: 0.18 -Nodes (10): Core Principles, Governance, [PRINCIPLE_1_NAME], [PRINCIPLE_2_NAME], [PRINCIPLE_3_NAME], [PRINCIPLE_4_NAME], [PRINCIPLE_5_NAME], [PROJECT_NAME] Constitution (+2 more) - -### Community 13 - "Graphify Exports" -Cohesion: 0.22 -Nodes (8): graphify reference: extra exports and benchmark, Step 6b - Wiki (only if --wiki flag), Step 7 - Neo4j export (only if --neo4j or --neo4j-push flag), Step 7a - FalkorDB export (only if --falkordb or --falkordb-push flag), Step 7b - SVG export (only if --svg flag), Step 7c - GraphML export (only if --graphml flag), Step 7d - MCP server (only if --mcp flag), Step 8 - Token reduction benchmark (only if total_words > 5000) - -### Community 14 - "Ponytail Configuration" -Cohesion: 0.22 -Nodes (8): Boundaries, Intensity, Output, Persistence, Ponytail, Rules, The ladder, When NOT to be lazy - -### Community 15 - "Implementation Planning Template" -Cohesion: 0.22 -Nodes (8): Complexity Tracking, Constitution Check, Documentation (this feature), Implementation Plan: [FEATURE], Project Structure, Source Code (repository root), Summary, Technical Context - -### Community 16 - "Ponytail Help" -Cohesion: 0.25 -Nodes (7): Configure Default Mode, Deactivate, Levels, More, Ponytail Help, Skills, Update - -### Community 17 - "Checklist Generation" -Cohesion: 0.25 -Nodes (7): Anti-Examples: What NOT To Do, Checklist Purpose: "Unit Tests for English", Example Checklist Types & Sample Items, Execution Steps, Post-Execution Checks, Pre-Execution Checks, User Input - -### Community 18 - "Clarification Workflow" -Cohesion: 0.29 -Nodes (6): Completion Report, Done When, Mandatory Post-Execution Hooks, Outline, Pre-Execution Checks, User Input - -### Community 19 - "Implementation Workflow" -Cohesion: 0.29 -Nodes (6): Completion Report, Done When, Mandatory Post-Execution Hooks, Outline, Pre-Execution Checks, User Input - -### Community 20 - "Graph Query" -Cohesion: 0.33 -Nodes (5): For /graphify explain, For /graphify path, graphify reference: query, path, explain, Step 0 — Constrained query expansion (REQUIRED before traversal), Step 1 — Traversal - -### Community 21 - "Constitution Workflow" -Cohesion: 0.33 -Nodes (5): Outline, Post-Execution Checks, Pre-Execution Checks, Scope Guard, User Input - -### Community 23 - "Ponytail Audit" -Cohesion: 0.40 -Nodes (4): Boundaries, Hunt, Output, Tags - -### Community 24 - "Ponytail Metrics" -Cohesion: 0.40 -Nodes (4): Boundaries, Honesty boundary, Ponytail Gain, Scoreboard - -### Community 25 - "Ponytail Review" -Cohesion: 0.40 -Nodes (4): Boundaries, Examples, Format, Scoring - -### Community 26 - "Task Issue Conversion" -Cohesion: 0.40 -Nodes (4): Outline, Post-Execution Checks, Pre-Execution Checks, User Input - -### Community 27 - "Checklist Template" -Cohesion: 0.40 -Nodes (4): [Category 1], [Category 2], [CHECKLIST TYPE] Checklist: [FEATURE NAME], Notes - -### Community 28 - "Graphify Watch Mode" -Cohesion: 0.50 -Nodes (3): For /graphify add, For --watch, graphify reference: add a URL and watch a folder - -### Community 29 - "Graphify Hooks" -Cohesion: 0.50 -Nodes (3): For git commit hook, For native CLAUDE.md integration, graphify reference: commit hook and native CLAUDE.md integration - -### Community 30 - "Graphify Updates" -Cohesion: 0.50 -Nodes (3): For --cluster-only, For --update (incremental re-extraction), graphify reference: incremental update and cluster-only - -### Community 31 - "Ponytail Debt" -Cohesion: 0.50 -Nodes (3): Boundaries, Output, Scan - -### Community 40 - "main" -Cohesion: 0.14 -Nodes (17): ArgumentParser, CaptureFixture, build_parser(), main(), Cria e configura o parser de argumentos CLI., Ponto de entrada do script CLI., Path, Valida execução padrão do CLI com saída JSON no stdout. (+9 more) - -### Community 41 - "1. Technical Decisions & Tradeoffs" -Cohesion: 0.22 -Nodes (8): 1. Technical Decisions & Tradeoffs, 2. Standardized Error Handling Strategy, Decision 1: Execution Engine & CLI Architecture, Decision 2: Multilingual Language Detection & Normalization (Tier 1 Core), Decision 3: Materialized ECP Snapshot Contract & Matching Logic, Decision 4: Tier 2 (Embeddings) & Tier 3 (LLM) Optional Adapters, Decision 5: Controlled 24-Case POC Benchmark Suite, Technical Research & Architecture Decisions (POC) - -### Community 42 - "1. Input Schemas" -Cohesion: 0.25 -Nodes (7): 1.1 ECP Snapshot Schema (`snapshot.json`), 1.2 Content Item Schema (`content.md`), 1. Input Schemas, 2.1 Classification Success Result Schema (`result.json`), 2.2 Error Result Schema, 2. Output Schemas, Data Models & Schemas (POC) - -### Community 43 - "2. Basic CLI Usage Examples" -Cohesion: 0.25 -Nodes (7): 1. Prerequisites & Installation, 2.1 Direct Inherence (Portuguese), 2.2 Contextual Inherence via Graph Snapshot (German), 2.3 Tangential Mention (Spanish), 2. Basic CLI Usage Examples, 3. Running the Controlled 24-Case Benchmark, Quickstart & Validation Guide (POC) - -### Community 44 - "2. Standard Streams & Exit Codes" -Cohesion: 0.29 -Nodes (6): 1.1 Arguments & Options, 1. Command Line Interface, 2.1 Exit Codes, 2.2 Standard Output (`stdout`) / Standard Error (`stderr`), 2. Standard Streams & Exit Codes, CLI Contract & Interface Specification (POC) - -### Community 45 - "ClassificationResult" -Cohesion: 0.08 -Nodes (20): ABC, BaseNLPAdapter, Base abstract adapter interface for optional Tier 2 / Tier 3 NLP enhancers., Abstract interface for pluggable NLP classification adapters., Return True if the underlying provider or model is installed and configured., Compute semantic similarity score between text and a set of candidate terms., Optionally refine an ambiguous classification result., LocalEmbeddingsAdapter (+12 more) - -### Community 46 - "ECPSnapshot" -Cohesion: 0.05 -Nodes (73): InherenceClassifier, Tier 1 Deterministic NLP Entity Inherence Classifier with optional Tier 2 /…, ECPSnapshot, Unit tests for optional adapter interfaces (Tier 2 / Tier 3)., test_classifier_with_adapter_flags(), Content about city/state governance of São Paulo against ECP for São Paulo FC., Content about apple fruit/culinary recipe against Apple Inc. tech entity., test_adversarial_apple_fruit_recipe() (+65 more) - -### Community 47 - "LLMFallbackAdapter" -Cohesion: 0.06 -Nodes (33): LLMFallbackAdapter, Executes LLM fallback for ambiguous boundary cases. Returns a refined…, Parses and validates structured JSON response from LLM., Optional adapter for LLM fallback boundary disambiguation., Returns True if an API key or custom provider function is configured., Constructs an expert-engineered prompt for multilingual entity inherence…, test_llm_adapter_interface(), Cenário 5.2: Simula execução bem-sucedida via API REST do Google Gemini. (+25 more) - -### Community 48 - "tools/models.py" -Cohesion: 0.07 -Nodes (32): emit_error(), DecisionCategory, ErrorCode, MatchedGraphEntity, Enum, str, Data models and validation schemas for Multilingual NLP Entity Inherence…, RelatedEntity (+24 more) - -### Community 52 - "create_schema_registry" -Cohesion: 0.14 -Nodes (22): create_schema_registry(), load_schema(), Registry, Contract tests for article-input.schema.json evaluated against all 20 reference…, test_article_input_rejects_batch_wrapper(), test_article_input_schema_against_all_20_reference_units(), Contract tests for candidates-payload.schema.json., test_candidates_payload_against_reference_articles() (+14 more) - -### Community 80 - "test_extract_article_contents.py" -Cohesion: 0.06 -Nodes (56): ArticleCrawler, extract_all_engines(), ExtractedArticle, ExtractionBatchReport, InputArticle, load_search_json(), log_info(), main() (+48 more) - -### Community 81 - "Extrator de Notícias do Google News — Guia Completo de Funcionamento" -Cohesion: 0.08 -Nodes (24): 1. Visão geral (arquitetura), 2.1 DTO de entrada (`googlenews_etl/application/dtos/extract_news_dto.py`), 2.2 Value Object de validação (`googlenews_etl/domain/entities/search_query.py`), 2. Entrada, 3.1 O caso de uso (`googlenews_etl/application/use_cases/extract_news_use_case.py`), 3.2 A porta (`googlenews_etl/domain/ports/news_extractor_port.py`), 3.3.1 Inicialização: sessão HTTP com impersonação de browser, 3.3.2 Mapeamento idioma → parâmetros `hl`/`gl` (`_get_hl_gl`) (+16 more) - -### Community 82 - "extract_google_news.py" -Cohesion: 0.15 -Nodes (18): extract_google_news(), _fetch_rss_content(), get_hl_gl_ceid(), NewsArticle, _normalize_text_for_comparison(), parse_google_news_rss(), Mapeia idioma e locale para os parâmetros hl, gl e ceid do Google News., Remove pontuação e espaços extras para comparação de redundância. (+10 more) - -### Community 83 - "ExtractionResult" -Cohesion: 0.29 -Nodes (5): ExtractionResult, Any, Resultado consolidado da extração., Valida E2E o fluxo completo de busca, parsing e resolução de URLs reais ao vivo., test_e2e_extract_google_news_live_pipeline() - -### Community 84 - "test_extract_google_news.py" -Cohesion: 0.15 -Nodes (15): Resolve a URL intermediária do Google News para a URL real do veículo., resolve_article_url(), Testes unitários e de integração para o Extrator de Manchetes do Google News.…, Valida fallback gracioso de URL quando não é link do Google News ou em erro., Valida resolução bem-sucedida de URL do Google News para o portal destino., Valida E2E que o decodificador resolve uma URL real do Google News para o…, Valida o mapeamento padrão de idiomas para pares (hl, gl, ceid)., Valida a sobrescrita geográfica quando o argumento locale é especificado. (+7 more) - -### Community 85 - "Implementation Tasks: Google News Headlines Extractor" -Cohesion: 0.14 -Nodes (14): Implementation for User Story 1, Implementation for User Story 2, Implementation for User Story 3, Implementation Tasks: Google News Headlines Extractor, Phase 1: Setup (Shared Infrastructure), Phase 2: Foundational (Blocking Prerequisites), Phase 3: User Story 1 - Extração Básica de Notícias por Assunto e Idioma (Priority: P1) 🌟 MVP, Phase 4: User Story 2 - Filtragem Regional e Edição Geográfica (Priority: P2) (+6 more) - -### Community 86 - "Feature Specification: Google News Headlines Extractor" -Cohesion: 0.18 -Nodes (11): Clarifications, Edge Cases, Feature Specification: Google News Headlines Extractor, Functional Requirements, Requirements *(mandatory)*, Session 2026-08-20, Success Criteria *(mandatory)*, User Scenarios & Testing *(mandatory)* (+3 more) - -### Community 87 - "2. Cenários Práticos de Uso" -Cohesion: 0.20 -Nodes (9): 1. Pré-requisitos e Instalação, 2. Cenários Práticos de Uso, 3. Validação dos Testes Automatizados e Linter, Cenário 1: River Plate — Argentina (Espanhol / 2 Páginas / Salvar em Arquivo), Cenário 2: Cruzeiro — Brasil (Português / Formatado no Terminal), Cenário 3: Fórmula 1 — Reino Unido (Inglês), Cenário 4: Integração em Pipeline com `jq` (Modo Silencioso), Cenário 5: Extração Rápida com Links Brutos (Sem Resolução de URLs) (+1 more) - -### Community 88 - "Implementation Plan: Google News Headlines Extractor" -Cohesion: 0.29 -Nodes (7): Architecture & Pipeline, Documentation (this feature), Implementation Plan: Google News Headlines Extractor, Project Structure, Source Code, Summary, Technical Context - -### Community 90 - "SearchQuery" -Cohesion: 0.20 -Nodes (6): Value Object com parâmetros de busca validados., SearchQuery, Valida a consolidação do ExtractionResult a partir da busca mockada com URLs…, Valida as regras de negócio e limites de SearchQuery., test_extract_google_news_orchestration_mocked(), test_search_query_validation() - -### Community 91 - "1. Technical Decisions & Tradeoffs" -Cohesion: 0.25 -Nodes (7): 1. Technical Decisions & Tradeoffs, Decision 1: Motor de Requisição e Scraping com `foxcape` em Modo Headless, Decision 2: Endpoint RSS do Google News vs. Scraping de DOM, Decision 3: Mapeamento de Idioma e Locale (`hl`, `gl`, `ceid`), Decision 4: Resolução de URLs do Google News via `googlenewsdecoder`, Decision 5: Logging em Tempo Real no `stderr` e Segregação de Streams, Research: Google News Headlines Extractor - -### Community 92 - "General Readiness Checklist: Google News Headlines Extractor" -Cohesion: 0.29 -Nodes (7): CLI Interface & Parameter Contracts, Data Sanitization & Article Extraction, Error Handling & Edge Cases, General Readiness Checklist: Google News Headlines Extractor, Non-Functional & Operational Readiness, Notes, Scraping Engine & Feed Mapping - -### Community 93 - "1. Entidades de Domínio & DTOs" -Cohesion: 0.29 -Nodes (6): 1.1 SearchQuery (Parâmetros da Busca), 1.2 NewsArticle (Item de Notícia), 1.3 ExtractionResult (Saída Estruturada Consolidada), 1. Entidades de Domínio & DTOs, 2. Esquema JSON de Saída, Data Model: Google News Headlines Extractor - -### Community 94 - "Specification Quality Checklist: Google News Headlines Extractor" -Cohesion: 0.33 -Nodes (5): Content Quality, Feature Readiness, Notes, Requirement Completeness, Specification Quality Checklist: Google News Headlines Extractor - -### Community 95 - "CLI Contract: Google News Headlines Extractor" -Cohesion: 0.33 -Nodes (6): 1. Comando e Argumentos, 2. Códigos de Saída (Exit Codes), 3. Protocolo de Streams (Stdout / Stderr), Argumentos de Linha de Comando, CLI Contract: Google News Headlines Extractor, Sintaxe - -### Community 97 - "5. 📝 Conversor de Artigo JSON para Markdown" -Cohesion: 0.20 -Nodes (10): 1. Conversão Padrão, 2. Conversão com Caminho de Destino Personalizado, 3. Uso Programático em Python, 5. 📝 Conversor de Artigo JSON para Markdown, Argumentos e Flags CLI, Exemplos Práticos de Uso, Isolamento Estrito de Extratores e Fallback, Matriz Determinística de Metadados (+2 more) - -### Community 98 - "Extraction Pipeline Checklist: Article Content Multi-Engine Extractor" -Cohesion: 0.05 -Nodes (34): 1. Requirement Completeness, 2. Requirement Clarity & Non-Ambiguity, 3. Requirement Consistency & Data Contracts, 4. Scenario & Edge Case Coverage, 5. Non-Functional & Operational Readiness, Extraction Pipeline Checklist: Article Content Multi-Engine Extractor, Notes, Content Quality (+26 more) - -### Community 99 - "config.py" -Cohesion: 0.07 -Nodes (44): calculate_exact_file_sha256(), load_runtime_config(), ModelRoleConfig, Any, Path, Runtime configuration loading, validation, and release metadata byte hash…, Reusable validation ensuring no powerful or uncertified models are used in any…, RuntimeConfig (+36 more) - -### Community 100 - "SQLiteStore" -Cohesion: 0.07 -Nodes (33): Connection, main(), Any, Path, State and artifact reconciliation CLI., reconcile_runtime(), flush_telemetry_queue(), main() (+25 more) - -### Community 101 - "main" -Cohesion: 0.13 -Nodes (22): main(), parse_args(), Namespace, Path, Cenário 6.1: Caminho de ECP inexistente -> Exit Code 1, error_code:…, Cenário 6.2: Arquivo ECP com sintaxe JSON corrompida., Cenário 6.3: Valida erro para falta de cada um dos campos obrigatórios do ECP., Cenário 6.4: Caminho de arquivo Markdown inexistente. (+14 more) - -### Community 102 - "Feature Specification: Multilingual NLP Entity Inherence Classifier (POC)" -Cohesion: 0.14 -Nodes (14): Assumptions, Assumptions & Scope, Clarifications, Explicit Out of Scope (POC), Feature Specification: Multilingual NLP Entity Inherence Classifier (POC), Functional Requirements, Key Entities *(data models & domain entities)*, Measurable Outcomes (+6 more) - -### Community 103 - "4. Requisitos Funcionais (FR)" -Cohesion: 0.10 -Nodes (20): 1.1 Objetivo do Produto, 1. Visão Geral e Contexto, 2. Personas e Casos de Uso, 3. Arquitetura e Fluxo do Sistema, 4. Requisitos Funcionais (FR), 5. Requisitos Não Funcionais (NFR), 6.1 Esquema do JSON de Entrada (`Input`), 6.2 Esquema do JSON Consolidado de Saída (`Output`) (+12 more) - -### Community 104 - "Tasks: Article Content Multi-Engine Extractor" -Cohesion: 0.11 -Nodes (18): Dependencies & Execution Order, Entrega Incremental, Implementation Strategy, Implementação da User Story 1, Implementação da User Story 2, Implementação da User Story 3, MVP First (User Story 1 Only), Oportunidades de Execução Paralela (+10 more) - -### Community 105 - "Tasks: Convert Article JSON to Markdown" -Cohesion: 0.11 -Nodes (19): Dependencies & Execution Order, Implementation for User Story 1, Implementation for User Story 2, Implementation for User Story 3, Implementation Strategy, Incremental Delivery, MVP First (User Story 1 Only), Parallel Opportunities (+11 more) - -### Community 106 - "Implementation Plan: Article Content Multi-Engine Extractor" -Cohesion: 0.17 -Nodes (11): Constitution Check, Documentation (this feature), Implementation Phases, Implementation Plan: Article Content Multi-Engine Extractor, Phase 0: Outline & Research *(Completed)*, Phase 1: Design & Contracts *(Completed)*, Phase 2: Tasks & Execution *(Completed)*, Project Structure (+3 more) - -### Community 107 - "2. Cenários de Validação" -Cohesion: 0.22 -Nodes (8): 1. Pré-requisitos, 2. Cenários de Validação, 3. Validação Automatizada de Testes, Cenário 1: Extração com Amostragem Rápida (Limit 2), Cenário 2: Caminho Customizado de Saída, Cenário 3: Modo Silencioso (`--silent`), Cenário 4: Resiliência contra URLs Inválidas, Quickstart & Validation Guide: Article Content Multi-Engine Extractor - -### Community 108 - "1. Technical Decisions & Tradeoffs" -Cohesion: 0.22 -Nodes (8): 1. Technical Decisions & Tradeoffs, Decision 1: Motor de Navegação e Renderização com `foxcape` em Sessão Única, Decision 2: Orquestração Tripla de Extração de Conteúdo (NLP & Web Scraping), Decision 3: Resiliência e Isolamento de Falhas por Camada, Decision 4: Herança Inteligente de Idioma para NLP, Decision 5: Gerenciamento de Memória e Descarte do Raw HTML, Decision 6: Segregação de Streams e Feedback Visual em `stderr`, Research: Article Content Multi-Engine Extractor - -### Community 109 - "Implementation Plan: Multilingual NLP Entity Inherence Classifier (POC)" -Cohesion: 0.25 -Nodes (8): Complexity Tracking, Constitution Check, Documentation (this feature), Implementation Plan: Multilingual NLP Entity Inherence Classifier (POC), Project Structure, Source Code (repository root), Summary, Technical Context - -### Community 110 - "POC Readiness & Requirements Quality Checklist: Multilingual NLP Entity Inherence Classifier" -Cohesion: 0.29 -Nodes (7): 1. Requirement Completeness & Scope Boundaries, 2. Requirement Clarity & Decision Semantics, 3. Requirement Consistency & Alignment, 4. Acceptance Criteria & Measurability, 5. Scenario & Edge Case Coverage, Notes, POC Readiness & Requirements Quality Checklist: Multilingual NLP Entity Inherence Classifier - -### Community 111 - "Specification Quality Checklist: Multilingual NLP Entity Inherence Classifier" -Cohesion: 0.33 -Nodes (5): Content Quality, Feature Readiness, Notes, Requirement Completeness, Specification Quality Checklist: Multilingual NLP Entity Inherence Classifier - -### Community 112 - "CLI Contract: Article Content Multi-Engine Extractor" -Cohesion: 0.33 -Nodes (5): 1. Comando de Execução, 2. Argumentos e Flags, 3. Códigos de Saída (Exit Codes), 4. Comportamento de Streams (I/O), CLI Contract: Article Content Multi-Engine Extractor - -### Community 114 - "JSON Schema Contract: Article Content Multi-Engine Extractor" -Cohesion: 0.50 -Nodes (3): 1. Schema de Entrada (Input JSON), 2. Schema de Saída (Output JSON), JSON Schema Contract: Article Content Multi-Engine Extractor - -### Community 115 - "PRD — Seleção determinística da biblioteca de extração de conteúdo" -Cohesion: 0.07 -Nodes (29): 10. Requisitos não funcionais, 11. Critérios de aceite, 12. Casos obrigatórios de teste, 13. Definition of Done, 1. Contexto, 2. Objetivo, 3.1 Incluído, 3.2 Fora do escopo (+21 more) - -### Community 116 - "select_article_extractor.py" -Cohesion: 0.14 -Nodes (19): ArticleSelectionResult, BatchProcessingResult, break_priority_tie(), calculate_consensus_metrics(), ExtractorCandidate, form_active_set(), main(), parse_args() (+11 more) - -### Community 117 - "1. Text Normalization Pipeline" -Cohesion: 0.11 -Nodes (18): 1. Text Normalization Pipeline, 2. 5-Token Shingles & Consensus Metrics, 3. Regras de Decisão, Empate Técnico e Desempate Hierárquico, 4. Estratégia de I/O Não Destrutiva e Escrita Atômica, Alternatives Considered, Context, Context, Context (+10 more) - -### Community 118 - "Tasks: Deterministic Article Content Selection" -Cohesion: 0.11 -Nodes (18): Dependencies & Execution Order, Implementation for User Story 1, Implementation for User Story 2, Implementation for User Story 3, Implementation Strategy, Incremental Delivery (Phases 4, 5 & 6), MVP First (Phases 1, 2 & 3), Parallel Opportunities (+10 more) - -### Community 119 - "select_article_extractor" -Cohesion: 0.08 -Nodes (35): CandidateStatus, extract_candidate_data(), ExtractorName, Any, Enum, str, Extrai campo de texto, erro e calcula tokens/shingles para um motor., Nomes canônicos e catálogo fechado dos motores de extração. (+27 more) - -### Community 120 - "process_batch" -Cohesion: 0.11 -Nodes (24): atomic_save_json(), process_batch(), Path, Salva dados em JSON de forma atômica utilizando arquivo temporário e rename., Lê o JSON de entrada, valida a estrutura, processa todos os artigos e grava o…, Path, CT-012: A entrada já contém selected_extractor -> Recalcular e substituir…, CT-013: articles está vazio -> Gerar saída válida com articles vazio. (+16 more) - -### Community 121 - "classifier.py" -Cohesion: 0.14 -Nodes (22): count_phrase_occurrences(), match_phrase_in_text(), Core deterministic classification engine (Tier 1 core)., Check if a normalized phrase appears in normalized text with word boundary…, Count occurrences of a phrase in text., Classify inherence of content against an ECP snapshot., detect_language(), extract_words() (+14 more) - -### Community 122 - "test_select_article_extractor.py" -Cohesion: 0.18 -Nodes (16): generate_shingles(), normalize_text(), Executa a normalização determinística para comparação: 1. Decodificar entidades…, Gera conjunto de shingles ordenados de tamanho window_size (padrão 5). - Se…, Suíte de Testes Automatizados para o Seletor Determinístico de Extrator. Cobre…, Garante que marcação de imagem Markdown ![alt](url) seja descartada e link…, E2E: Executa scripts/select_article_extractor.py como subprocesso real na linha…, test_e2e_cli_subprocess_real_execution() (+8 more) - -### Community 123 - "Feature Specification: Deterministic Content Selection" -Cohesion: 0.17 -Nodes (12): Assumptions, Edge Cases, Feature Specification: Deterministic Content Selection, Functional Requirements, Key Entities *(include if feature involves data)*, Measurable Outcomes, Requirements *(mandatory)*, Success Criteria *(mandatory)* (+4 more) - -### Community 124 - "2. Entity Descriptions & Fields" -Cohesion: 0.18 -Nodes (11): 1. Domain Entities & Value Types, 2. Entity Descriptions & Fields, 3. JSON Schema Mapping, `ArticleSelectionResult` (Dataclass), `BatchProcessingResult` (Dataclass), `CandidateStatus` (Enum), Data Model: Deterministic Content Selection, Entrada (+3 more) - -### Community 125 - "Implementation Plan: Deterministic Article Content Selection" -Cohesion: 0.18 -Nodes (11): Constitution Check, Documentation (this feature), Implementation Phases, Implementation Plan: Deterministic Article Content Selection, Phase 0: Outline & Research *(Completed)*, Phase 1: Design & Contracts *(Completed)*, Phase 2: Tasks & Execution *(Next Step via `/speckit-tasks`)*, Project Structure (+3 more) - -### Community 126 - "Deterministic Content Selection Checklist: End-to-End Requirements Quality" -Cohesion: 0.25 -Nodes (7): Candidate State Transitions & Resilience, Decision & Tie-Breaking Hierarchy, Deterministic Content Selection Checklist: End-to-End Requirements Quality, JSON Schema Integrity & Atomic I/O, Notes, Shingles & Consensus Metric Formulation, Text Normalization & Tokenization Quality - -### Community 127 - "Quickstart: Deterministic Article Content Selection" -Cohesion: 0.29 -Nodes (7): 1. Pré-requisitos, 2. Execução Rápida via CLI, 3. Execução dos Testes Automatizados, 4. Validação Programática / Uso como Módulo Python, Cenário 1: Selecionar o melhor extrator para uma extração existente, Cenário 2: Especificar caminho de saída customizado e modo verboso, Quickstart: Deterministic Article Content Selection - -### Community 128 - "Specification Quality Checklist: Deterministic Content Selection" -Cohesion: 0.33 -Nodes (5): Content Quality, Feature Readiness, Notes, Requirement Completeness, Specification Quality Checklist: Deterministic Content Selection - -### Community 129 - "CLI Interface Contract: Deterministic Article Content Selection" -Cohesion: 0.33 -Nodes (5): 1. Command Syntax, 2. Arguments and Flags, 3. Standard Streams (I/O), 4. Exit Codes, CLI Interface Contract: Deterministic Article Content Selection - -### Community 130 - "004-deterministic-content-selection/spec.md" -Cohesion: 0.29 -Nodes (3): 1. Input JSON Schema, 2. Output JSON Schema, JSON Schema Contract: Deterministic Article Content Selection - -### Community 131 - "convert_article_to_markdown.py" -Cohesion: 0.19 -Nodes (17): _get_dict(), normalize_date(), normalize_list(), normalize_scalar(), Any, Interpreta datas ISO 8601 e RFC 2822 preservando fuso horário ou YYYY-MM-DD…, Valida se a URL é absoluta com protocolo http ou https e hostname não vazio., Retorna o dicionário associado à chave ou um dicionário vazio caso não seja… (+9 more) - -### Community 132 - "8. Regras funcionais" -Cohesion: 0.13 -Nodes (15): 8. Regras funcionais, RF-001 — Receber um único artigo, RF-002 — Respeitar o extrator selecionado, RF-003 — Resolver o corpo dentro do extrator selecionado, RF-004 — Selecionar metadados deterministicamente, RF-005 — Priorizar metadados por campo, RF-006 — Normalizar valores escalares, RF-007 — Normalizar listas (+7 more) - -### Community 133 - "12. Critérios de aceite" -Cohesion: 0.14 -Nodes (14): 12. Critérios de aceite, CA-001 — Trafilatura selecionada, CA-002 — Newspaper4k selecionado, CA-003 — Readability selecionado, CA-004 — Fallback dentro do extrator, CA-005 — Proibição de fallback de corpo entre extratores, CA-006 — Metadado vindo de outro extrator, CA-007 — Obrigatórios presentes (+6 more) - -### Community 134 - "PRD — Conversão de artigo JSON para Markdown" -Cohesion: 0.08 -Nodes (23): 10. Tratamento de erros, 13.1 Testes unitários, 13.2 Testes de integração do CLI, 13.3 Casos de resultado esperado, 13. Estratégia de testes, 14. Definition of Done, 15. Dependência técnica escolhida, 1. Visão geral (+15 more) - -### Community 135 - "resolve_article_body" -Cohesion: 0.20 -Nodes (10): Obtém o corpo do artigo exclusivamente do selected_extractor com fallback…, resolve_article_body(), Testa prioridade trafilatura.markdown sobre trafilatura.text., Testa prioridade newspaper4k.article_html sobre newspaper4k.text., Testa prioridade readability.cleaned_html sobre readability.cleaned_text., Garante erro ao receber selected_extractor ausente ou não reconhecido., test_resolve_article_body_invalid_selected_extractor(), test_resolve_article_body_newspaper4k_primary_and_fallback() (+2 more) - -### Community 136 - "Implementation Plan: Convert Article JSON to Markdown" -Cohesion: 0.17 -Nodes (12): Complexity Tracking, Constitution Check, Documentation (this feature), Implementation Phases, Implementation Plan: Convert Article JSON to Markdown, Phase 0: Outline & Research *(Completed)*, Phase 1: Design & Contracts *(Completed)*, Phase 2: Tasks & Implementation Breakdown *(Next: `/speckit-tasks`)* (+4 more) - -### Community 137 - "2. Technical Decisions & Research Findings" -Cohesion: 0.17 -Nodes (11): 1. Executive Summary & Goals, 2. Technical Decisions & Research Findings, 3. Technology Stack & Dependencies, Decision 1: HTML-to-Markdown Engine Selection, Decision 2: Direct Markdown Handling for Trafilatura, Decision 3: Metadata Normalization & Priority Resolution Pipeline, Decision 4: Date Parsing Strategy (ISO 8601 & RFC 2822), Decision 5: URL Validation & Media Filtering (+3 more) - -### Community 138 - "Feature Specification: Convert Article JSON to Markdown" -Cohesion: 0.17 -Nodes (12): Assumptions, Edge Cases, Feature Specification: Convert Article JSON to Markdown, Functional Requirements, Key Entities, Measurable Outcomes, Requirements *(mandatory)*, Success Criteria *(mandatory)* (+4 more) - -### Community 139 - "Markdown Conversion Checklist: End-to-End Requirements Quality" -Cohesion: 0.18 -Nodes (11): 1. Validação de Entrada, Tipagem & Isolamento de Lotes, 2. Isolamento Estrito de Extrator & Conversão de Conteúdo (HTML/MD), 3. Resolução Determinística de Metadados & Mapeamento de SELECIONADO, 4. Normalização de Escalares, Placeholders & Sanitização de Listas, 5. Normalização de Datas, Fusos & Validação Estrita de URLs, 6. Sanitização Editorial, Tratamento de Imagens & Título Duplicado, 7. Estrutura, Sintaxe do Markdown de Saída & Restrições, 8. Interface CLI, Tratamento de Erros & Atomicidade (+3 more) - -### Community 140 - "convert_article" -Cohesion: 0.15 -Nodes (13): assemble_markdown_document(), convert_article(), Path, Remove o primeiro título H1 do corpo somente quando ele for igual ao título…, Monta a estrutura final do documento Markdown respeitando a ordem estrita do…, Executa a leitura do JSON, validação, conversão e escrita atômica do arquivo…, remove_duplicate_initial_h1(), Testa remoção de H1 inicial coincidente com título com variações de espaços e… (+5 more) - -### Community 141 - "005-convert-json-markdown/plan.md" -Cohesion: 0.33 -Nodes (3): 1. Output Document Specification, 2. Formatting & Syntax Constraints, Markdown Schema Contract: Output Article Markdown - -### Community 142 - "Quickstart: Convert Article JSON to Markdown" -Cohesion: 0.22 -Nodes (8): 1. Prerequisites & Setup, 2. Running the CLI Tool, 3. Verification & Testing, Basic Conversion (Default Output Path), Custom Destination Path, Quickstart: Convert Article JSON to Markdown, Run All Unit & Integration Tests, Run Linter & Type Checker - -### Community 143 - "1. Domain Entities & Schemas" -Cohesion: 0.25 -Nodes (8): 1. Domain Entities & Schemas, 2. Priority Resolution Matrix, Data Model: Convert Article JSON to Markdown, Entity 1: `ArticleInput` (Source JSON), Entity 2: `ExtractorBlock` (Per-Extractor Data), Entity 3: `ResolvedArticleMetadata`, Entity 4: `MarkdownDocument`, Validation Rules: - -### Community 144 - "11. Requisitos não funcionais" -Cohesion: 0.29 -Nodes (7): 11. Requisitos não funcionais, RNF-001 — Determinismo, RNF-002 — Compatibilidade, RNF-003 — Execução local, RNF-004 — Integridade, RNF-005 — Manutenibilidade, RNF-006 — Qualidade - -### Community 145 - "parse_arguments" -Cohesion: 0.29 -Nodes (7): main(), parse_arguments(), Namespace, Configura o parser de argumentos do CLI., Ponto de entrada do CLI., Testa a chamada direta do parse_arguments., test_parse_arguments_api_direct() - -### Community 146 - "Specification Quality Checklist: Convert Article JSON to Markdown" -Cohesion: 0.33 -Nodes (5): Content Quality, Feature Readiness, Notes, Requirement Completeness, Specification Quality Checklist: Convert Article JSON to Markdown - -### Community 147 - "CLI Contract: `convert_article_to_markdown.py`" -Cohesion: 0.33 -Nodes (5): 1. Script Signature, 2. Command-Line Arguments, 3. Exit Codes, 4. Standard Stream Behavior, CLI Contract: `convert_article_to_markdown.py` - -### Community 148 - "architecture-delta.mjs" +### Community 0 - "architecture-delta.mjs" Cohesion: 0.07 Nodes (68): addNodeMarker(), addState(), annotateArchitectureSideSvg(), architectureDeltaChangeRows(), ArchitectureDeltaError, BOUNDARY_FIELDS, boundaryChangeMap(), boundaryElements() (+60 more) -### Community 149 - "test_convert_article_to_markdown.py" -Cohesion: 0.08 -Nodes (25): Suíte de Testes Automatizados para Conversão de Artigo JSON para Markdown.…, Testa divisão por ponto e vírgula na string e vírgulas em elementos de lista…, Valida parsing de datas no formato RFC 2822 (usado em feeds RSS e cabeçalhos…, Valida a cadeia de fallback completa para o campo TÍTULO (6 níveis)., Garante que subtítulo idêntico ao título seja automaticamente omitido (None)., Valida decodificação de entidades HTML nomeadas e numéricas., Garante correspondência exata byte a byte para Trafilatura, Newspaper4k e…, Garante que múltiplas execuções no mesmo arquivo produzam hashes SHA-256… (+17 more) - -### Community 150 - "render-architecture.mjs" +### Community 1 - "render-architecture.mjs" Cohesion: 0.06 -Nodes (59): DEFAULT_GRID, gridLayout(), resolveComponentPos(), validateGridPlacement(), alignFacingPorts(), architectureLegendEntries, automaticPorts, autoViewBoxFor() (+51 more) +Nodes (53): DEFAULT_GRID, gridLayout(), resolveComponentPos(), validateGridPlacement(), alignFacingPorts(), architectureLegendEntries, automaticPorts, autoViewBoxFor() (+45 more) -### Community 151 - "6. Contrato de entrada" -Cohesion: 0.50 -Nodes (4): 6.1 Formato, 6.2 Valores aceitos para `selected_extractor`, 6.3 Campos obrigatórios após a resolução, 6. Contrato de entrada +### Community 2 - "ECPSnapshot" +Cohesion: 0.04 +Nodes (94): LLMFallbackAdapter, Optional adapter for LLM fallback boundary disambiguation., InherenceClassifier, Tier 1 Deterministic NLP Entity Inherence Classifier with optional Tier 2 /…, ECPSnapshot, Unit tests for optional adapter interfaces (Tier 2 / Tier 3)., test_classifier_with_adapter_flags(), test_llm_adapter_interface() (+86 more) -### Community 152 - "test_models.py" -Cohesion: 0.12 -Nodes (17): ClassificationError, Any, extract_evidence_snippets(), extract_sentences(), Markdown content parser and excerpt extraction utilities., Split text into individual sentences., Extract relevant sentence excerpts from Markdown text that contain any of the…, Remove markdown syntax markers (headers, bold, italics, links, code blocks) to… (+9 more) - -### Community 153 - "convert_html_to_markdown" -Cohesion: 0.33 -Nodes (6): convert_html_to_markdown(), Converte HTML para Markdown usando títulos ATX, removendo scripts e estilos., Valida conversão de elementos HTML estruturados para Markdown com títulos ATX., Testa conversão de HTML vazio retornando string vazia., test_convert_html_to_markdown_empty_or_whitespace(), test_convert_html_to_markdown_rich_formatting() - -### Community 154 - "properties" -Cohesion: 0.05 -Nodes (54): endpoint_url, enrichment_prompt_version, enrichment_schema_version, hygiene_prompt_version, hygiene_schema_version, max_retries, parameters, timeout_seconds (+46 more) - -### Community 155 - "geometry.mjs" -Cohesion: 0.14 -Nodes (52): validateArchitecture(), validateDataflow(), validateLifecycle(), validateSequence(), brandTopRailProblem(), recordDiagnostic(), throwDiagnosticProblems(), asArray() (+44 more) - -### Community 159 - "consolidate.py" -Cohesion: 0.07 -Nodes (42): main(), Any, Path, Single-article consolidation runtime CLI entrypoint., run_consolidation(), setup_signal_handlers(), _signal_handler(), validate_article_schema() (+34 more) - -### Community 160 - "run_preflight_checks" -Cohesion: 0.31 -Nodes (7): main(), Any, Path, Preflight configuration and environment certification CLI., run_preflight_checks(), Unit tests for preflight verification against release metadata., test_preflight_checks_pass() - -### Community 161 - "adapter.py" -Cohesion: 0.17 -Nodes (13): ECPClassificationAdapter, load_ecp_schema_registry(), Any, Registry, ECP classification adapter consuming src.classifier.InherenceClassifier., Classifies content_md against ecp_dict using InherenceClassifier., validate_ecp_snapshot(), Contract tests for ecp-snapshot.schema.json and local referencing.Registry… (+5 more) - -### Community 162 - "validate_and_extract_enrichment" -Cohesion: 0.18 -Nodes (15): build_minimal_enrichment_projection(), EnrichmentFailedError, normalize_tag(), Any, ValueError, Post-ECP entity sentiment and native tags enrichment harness., Raised when post-ECP enrichment fails and cannot be recovered., Normalizes tag text: NFKC Unicode, lowercase, collapsed spaces without regex. (+7 more) - -### Community 163 - "render-lifecycle.mjs" -Cohesion: 0.09 -Nodes (45): pathFor(), renderConnectionLabel(), renderConnectionPath(), renderSvg(), renderFlowLabel(), renderFlowPath(), renderSvg(), bandFor() (+37 more) - -### Community 164 - "hygiene/harness.py" -Cohesion: 0.07 -Nodes (41): build_candidates_payload(), _extract_plain_text(), parse_metadata_candidates(), parse_raw_text_into_candidates(), Any, Structural candidate parser using DOM, CommonMark AST, and JSON-LD without…, Parses raw extractor body text into candidate blocks using CommonMark AST., Normative priorities: trafilatura.canonical_url -> input_meta.url ->… (+33 more) - -### Community 165 - "SanitizedJsonLogger" -Cohesion: 0.25 -Nodes (6): Any, Emits a structured JSON log line to stderr., SanitizedJsonLogger, Specialized security tests for authorization header and secret redaction…, test_secret_redaction_in_dictionary(), test_secret_redaction_in_text() - -### Community 166 - "InputSizeExceededError" -Cohesion: 0.26 -Nodes (9): InputSizeExceededError, ValueError, Input byte size limiter and pre-provider guard., Validates that input data does not exceed the byte size limit before any…, Raised when the input article payload exceeds the maximum configured byte size…, validate_input_size(), Unit tests for input size limits covering scenarios IN-001 to IN-015., test_input_size_exceeded_raises_error() (+1 more) - -### Community 167 - "CandidateObject" +### Community 3 - "config.py" Cohesion: 0.10 -Nodes (32): compute_sequence_similarity(), map_candidate_equivalences(), normalize_text_for_comparison(), Non-destructive candidate equivalence mapping using difflib.SequenceMatcher…, Normalizes Unicode text and collapses whitespace without regular expressions., Computes character/token sequence ratio using standard library difflib., Non-destructively annotates candidate objects with equivalent candidate IDs…, CandidateObject (+24 more) +Nodes (30): ModelRoleConfig, Runtime configuration loading, validation, and release metadata byte hash…, RuntimeConfig, RuntimeLimits, RuntimeObservabilityConfig, RuntimePricing, RuntimeStoragePaths, DeepSeekAdapter (+22 more) -### Community 168 - "enum" -Cohesion: 0.09 -Nodes (23): ECP_CLASSIFICATION_FAILED, ECP_REJECTED, ENRICHMENT_FAILED, GROUNDING_VIOLATION, HYGIENE_FAILED, INVALID_ARTICLE_SCHEMA, INVALID_ECP_SCHEMA, INVALID_SELECTED_EXTRACTOR (+15 more) - -### Community 169 - "Plano de testes e evals — Runtime de consolidação de artigos" -Cohesion: 0.05 -Nodes (39): 10. Testes de parsing sem regex, 11. Testes de candidatos e proveniência, 12. Testes de higienização, 13. Testes de reparos textuais, 14. Testes do ECP, 15. Testes de enriquecimento, 16. Testes de Markdown e manifesto, 17. Testes de providers e fallback (+31 more) - -### Community 170 - "Especificação de prompt, contexto e harness — Runtime" -Cohesion: 0.05 -Nodes (36): 10. Política de provider, 11.1 Fonte, 11.2 Casos obrigatórios de reparo, 11.3 Assertions, 11. Promptfoo, 12. Contexto registrado no Langfuse, 13. Critérios de aceite, 1. Objetivo (+28 more) - -### Community 171 - "ExecutionStateMachine" -Cohesion: 0.17 -Nodes (9): ExecutionStateMachine, ExecutionStatus, InvalidStateTransitionError, Any, Enum, str, ValueError, Explicit Python state machine for runtime article consolidation lifecycle. (+1 more) - -### Community 172 - "Implementation Tasks: Article Consolidation and Hygiene Runtime" -Cohesion: 0.05 -Nodes (36): Dependencies & Execution Order, Foundation & Incremental Pipeline Flow, Implementation for Model Gateway, Implementation for User Story 1, Implementation for User Story 2, Implementation for User Story 3, Implementation for User Story 4, Implementation for User Story 5 (+28 more) - -### Community 173 - "🧪 Documentação da Suíte de Testes Automatizados" -Cohesion: 0.29 -Nodes (6): 1. Executar Toda a Suíte do Projeto (247 testes), 2. Executar por Módulo Específico, 🚀 Como Executar os Testes, 🔑 Configuração para Testes com LLM ao Vivo, 🧪 Documentação da Suíte de Testes Automatizados, 📊 Inventário e Mapa de Cobertura das Suítes - -### Community 174 - "properties" -Cohesion: 0.04 -Nodes (45): enum, additionalProperties, properties, type, blueprint, classic, editorial, none (+37 more) - -### Community 175 - "repair-operations.schema.json" -Cohesion: 0.06 -Nodes (33): encoding, obvious_typo, original_fragment, punctuation_corruption, replacement_fragment, spacing, target_candidate_id, unicode (+25 more) - -### Community 176 - "Functional Requirements" -Cohesion: 0.06 -Nodes (33): Assumptions, Deterministic Structural Candidate Model, ECP Gate and Relevance Enforcement, Edge Cases, Feature Specification: Article Consolidation and Hygiene Runtime, Functional Requirements, Input, Validation, and Fingerprinting Contracts, Key Entities (+25 more) - -### Community 177 - "properties" -Cohesion: 0.04 -Nodes (45): enum, additionalProperties, properties, type, blueprint, classic, editorial, none (+37 more) - -### Community 178 - "enrichment-response.schema.json" +### Community 4 - "SQLiteStore" Cohesion: 0.07 -Nodes (29): evidence_candidate_ids, additionalProperties, items, minItems, type, $id, minLength, type (+21 more) +Nodes (38): main(), Any, Path, State and artifact reconciliation CLI., reconcile_runtime(), flush_telemetry_queue(), main(), Path (+30 more) -### Community 179 - "properties" -Cohesion: 0.04 -Nodes (45): enum, additionalProperties, properties, type, blueprint, classic, editorial, none (+37 more) +### Community 5 - "properties" +Cohesion: 0.06 +Nodes (48): endpoint_url, enrichment_prompt_version, enrichment_schema_version, hygiene_prompt_version, hygiene_schema_version, max_retries, parameters, timeout_seconds (+40 more) -### Community 180 - "Catálogo de métricas e KPIs — Runtime de consolidação de artigos" -Cohesion: 0.07 -Nodes (27): 10. Métricas de enriquecimento, 11. Métricas de LLM, 12. Sinais para futura revisão de prompt, 13. Métricas de persistência e idempotência, 14. Métricas de observabilidade, 15. Métricas de capacidade, 16.1 Staging, 16.2 Relatório obrigatório (+19 more) - -### Community 181 - "article_content_hygiene" -Cohesion: 0.21 -Nodes (12): additionalProperties, required, type, additionalProperties, required, type, hash, path (+4 more) - -### Community 182 - "archify.mjs" +### Community 6 - "geometry.mjs" Cohesion: 0.14 -Nodes (42): assertEvidenceType(), CHECK_FIXES, checkerDiagnostics(), [command, ...args], commandBrands(), commandCheck(), commandCompare(), commandDeliver() (+34 more) +Nodes (55): validateArchitecture(), validateDataflow(), validateLifecycle(), validateSequence(), brandTopRailProblem(), recordDiagnostic(), throwDiagnosticProblems(), asArray() (+47 more) -### Community 183 - "Documento de Arquitetura — Runtime de consolidação de artigos" -Cohesion: 0.08 -Nodes (23): 10. Contratos versionados, 11. Validação inicial, 12. Fingerprint e idempotência, 17. Montagem do Markdown intermediário, 19. Enriquecimento, 1. Propósito, 21. Prompts, 24. Logging (+15 more) +### Community 7 - "cli.mjs" +Cohesion: 0.06 +Nodes (44): loadDiagram(), loadDiagramWithBrandMarks(), outputPathGuards, RELATIONSHIP_COLLECTIONS, SEMANTIC_COLLECTIONS, START_TYPES, validateGuidedViews(), validateRelationshipIds() (+36 more) -### Community 184 - "null" -Cohesion: 0.12 -Nodes (24): type, type, type, type, type, type, null, type (+16 more) - -### Community 185 - "Runbook de produção — Runtime de consolidação de artigos" -Cohesion: 0.09 -Nodes (21): 10. Smoke test, 11. Operação normal, 13. Logs e correlação, 19. Falha de enriquecimento, 1. Objetivo, 23. Custo acima do limite, 24. Latência acima do SLO, 25. Violação crítica de grounding (+13 more) - -### Community 186 - "article_content_hygiene" -Cohesion: 0.15 -Nodes (17): additionalProperties, properties, required, type, additionalProperties, properties, required, type (+9 more) - -### Community 187 - "properties" -Cohesion: 0.12 -Nodes (20): type, type, type, type, properties, null, string, type (+12 more) - -### Community 188 - "properties" -Cohesion: 0.11 -Nodes (18): minLength, type, maxLength, minLength, type, type, maxLength, minLength (+10 more) - -### Community 189 - "PRD — Runtime de consolidação e higienização de artigos" -Cohesion: 0.11 -Nodes (18): 11. Fluxo funcional do runtime, 19. Gateway e fallback de modelos, 1. Contexto, 20. Idempotência e persistência, 21. Observabilidade, 22. Promptfoo no runtime, 23. Requisitos funcionais, 24. Requisitos não funcionais (+10 more) - -### Community 190 - "required" -Cohesion: 0.12 -Nodes (16): ecp_classification, error_codes, final_status, fingerprint, generate_markdown, markdown_hash, markdown_path, model_versions (+8 more) - -### Community 191 - "properties" -Cohesion: 0.13 -Nodes (21): additionalProperties, properties, additionalProperties, properties, negative, neutral, positive, type (+13 more) - -### Community 192 - "type" -Cohesion: 0.12 -Nodes (21): items, type, items, type, items, type, items, type (+13 more) - -### Community 193 - "properties" -Cohesion: 0.15 -Nodes (13): type, type, properties, type, confidence, entity_id, name, relation_type (+5 more) - -### Community 194 - "brand-marks.mjs" +### Community 8 - "brand-marks.mjs" Cohesion: 0.08 Nodes (35): asUrl(), attribute(), beforeDeadline(), captureBrandReference(), captureRemoteBrand(), captureTimeoutMilliseconds(), checkedFetch(), COLLECTIONS (+27 more) -### Community 195 - "check_zero_regex.py" -Cohesion: 0.18 -Nodes (12): Call, Import, ImportFrom, check_json_schemas(), check_promptfoo_yaml(), check_python_ast(), _find_json_pattern_keys(), main() (+4 more) +### Community 9 - "properties" +Cohesion: 0.04 +Nodes (45): enum, additionalProperties, properties, type, blueprint, classic, editorial, none (+37 more) -### Community 196 - "properties" -Cohesion: 0.12 -Nodes (17): type, type, type, type, type, type, properties, article_html (+9 more) +### Community 10 - "properties" +Cohesion: 0.04 +Nodes (45): enum, additionalProperties, properties, type, blueprint, classic, editorial, none (+37 more) -### Community 197 - "webm-artifact.smoke.mjs" +### Community 11 - "properties" +Cohesion: 0.04 +Nodes (45): enum, additionalProperties, properties, type, blueprint, classic, editorial, none (+37 more) + +### Community 12 - "test_media_classifier.py" +Cohesion: 0.10 +Nodes (43): BeautifulSoup, build_compact_payload(), classify_media_content(), detect_candidate_media(), _find_editorial_region(), MediaCandidateInfo, MediaClassification, Localiza a região editorial da DOM respeitando a ordem de precedência. (+35 more) + +### Community 13 - "archify.mjs" +Cohesion: 0.14 +Nodes (42): assertEvidenceType(), CHECK_FIXES, checkerDiagnostics(), [command, ...args], commandBrands(), commandCheck(), commandCompare(), commandDeliver() (+34 more) + +### Community 14 - "webm-artifact.smoke.mjs" Cohesion: 0.09 Nodes (39): captureCopiedShareCard(), captureReachShareCard(), captureRouteShareCard(), captureRouteVisualMatrix(), captureShareCard(), chrome, chromeProcess, delay() (+31 more) -### Community 198 - "properties" -Cohesion: 0.17 -Nodes (12): minLength, type, type, properties, domain, graph_version, target_entity_id, target_name (+4 more) +### Community 15 - "render-sequence.mjs" +Cohesion: 0.12 +Nodes (45): renderBoundaryFrame(), renderBoundaryLabel(), renderComponent(), renderSvg(), renderNode(), renderState(), arrowClass, compositionFrames (+37 more) -### Community 199 - "provider_versions" -Cohesion: 0.33 -Nodes (6): enrichment, hygiene, provider_versions, additionalProperties, required, type - -### Community 200 - "candidates-payload.schema.json" -Cohesion: 0.13 -Nodes (14): block_candidates, image_candidates, language, link_candidates, metadata_candidates, additionalProperties, description, $id (+6 more) - -### Community 201 - "limits" -Cohesion: 0.13 -Nodes (15): context_strategy, max_input_bytes, const, description, type, additionalProperties, properties, required (+7 more) - -### Community 202 - "langfuse" -Cohesion: 0.14 -Nodes (14): environment, full_redacted, metadata_only, trace_content_policy, type, additionalProperties, properties, required (+6 more) - -### Community 203 - "string" -Cohesion: 0.18 -Nodes (14): integer, type, type, type, type, string, type, properties (+6 more) - -### Community 204 - "type" -Cohesion: 0.14 -Nodes (14): items, type, items, items, type, type, items, type (+6 more) - -### Community 205 - "CLI Interface Contract: Article Consolidation and Hygiene Runtime" -Cohesion: 0.14 -Nodes (13): 1. Invocation Model, 2.1 Main Consolidation Command, 2.2 Operational Commands, 2. Command Synopsis, 3. Options & Arguments, 4. Exit Codes, 5.1 stdout (Machine-Readable JSON), 5.2 stderr (Sanitized Technical Logs) (+5 more) - -### Community 206 - "2. Entity Definitions" -Cohesion: 0.14 -Nodes (13): 1. Domain Entities & Relationships, 2.10 Published Markdown (`.md`), 2.1 Article Input Unit (`article_input`), 2.2 Entity Context Profile Snapshot (`ecp_snapshot`), 2.3 Candidate Object (`candidate_object`), 2.4 Text Repair Operation (`text_repair`), 2.5 State Machine Record (`state_record`), 2.6 State Transition Log (`state_transitions`) (+5 more) - -### Community 207 - "3. Concrete Architectural & Technical Decisions" -Cohesion: 0.14 -Nodes (13): 1. Executive Summary & Architectural Scope, 2. Definitive Dependency Selections & Qualitative Impact Analysis, 3. Concrete Architectural & Technical Decisions, Decision 1: Direct Python State Machine Orchestration (FR-003, FR-046), Decision 2: Certified Model Gateway & Preflight Certification (FR-041, FR-042, FR-044), Decision 3: Input Size Limit Enforcement (FR-056), Decision 4: Candidate Equivalence Mapping without Deduplication (FR-014, FR-020), Decision 5: 10-Step Hygiene Harness and Controlled Micro-Repairs (FR-024 to FR-030) (+5 more) - -### Community 208 - "Requirements Readiness Checklist: Article Consolidation and Hygiene Runtime" -Cohesion: 0.15 -Nodes (12): 10. Scope Boundaries, Quality Gates & Operations (FR-001 to FR-084), 1. Requirement Completeness, 2. Requirement Clarity & Precision, 3. Requirement Consistency & Alignment, 4. Acceptance Criteria & Measurability, 5. Scenario & Flow Coverage, 6. Edge Case & Boundary Coverage, 7. Non-Functional & Security Requirements (SEC-001 to SEC-008) (+4 more) - -### Community 209 - "object" -Cohesion: 0.15 -Nodes (13): type, object, additionalProperties, type, newspaper4k, raw_json, readability, trafilatura (+5 more) - -### Community 210 - "null" -Cohesion: 0.10 -Nodes (25): additionalProperties, type, type, type, article_content_hygiene, article_sentiment_tags, null, object (+17 more) - -### Community 211 - "properties" -Cohesion: 0.15 -Nodes (13): minimum, type, minimum, type, properties, minimum, type, minimum (+5 more) - -### Community 212 - "check-render-output.mjs" +### Community 16 - "check-render-output.mjs" Cohesion: 0.09 Nodes (32): projectedNodeTextPx(), checks, collectArrows(), collectCompositionFrames(), collectDesktopReadability(), collectLegendBoxes(), collectLegendCollisions(), collectRelationshipCrossings() (+24 more) -### Community 213 - "render-sequence.mjs" -Cohesion: 0.14 -Nodes (38): renderComponent(), renderNode(), renderState(), arrowClass, compositionFrames, __dirname, layout, LEGEND_CATALOG (+30 more) +### Community 17 - "Plano de testes e evals — Runtime de consolidação de artigos" +Cohesion: 0.05 +Nodes (39): 10. Testes de parsing sem regex, 11. Testes de candidatos e proveniência, 12. Testes de higienização, 13. Testes de reparos textuais, 14. Testes do ECP, 15. Testes de enriquecimento, 16. Testes de Markdown e manifesto, 17. Testes de providers e fallback (+31 more) -### Community 214 - "3. Operational Execution Scenarios" -Cohesion: 0.17 -Nodes (11): 1. Prerequisites & Environment Setup, 2. Local Validation Configuration (Fixture Only), 3. Operational Execution Scenarios, 4. Automated Quality Evaluation & Test Commands, Environment Secrets, Installation, Quickstart Guide: Article Consolidation and Hygiene Runtime, Scenario A: Preflight Validation (+3 more) +### Community 18 - "properties" +Cohesion: 0.05 +Nodes (43): $ref, type, type, maximum, minimum, type, $ref, $ref (+35 more) -### Community 215 - "type" -Cohesion: 0.20 -Nodes (10): items, type, items, type, type, items, type, aliases (+2 more) +### Community 19 - "tools/models.py" +Cohesion: 0.05 +Nodes (43): DecisionCategory, ErrorCode, MatchedGraphEntity, Enum, str, Data models and validation schemas for Multilingual NLP Entity Inherence…, RelatedEntity, Adversarial and robustness test suite for Multilingual NLP Entity Inherence… (+35 more) -### Community 216 - "test_cli_subprocess_pipeline.py" -Cohesion: 0.33 -Nodes (6): Path, Subprocess-level integration tests for CLI consolidate.py verifying normative…, Passing an invalid article JSON (missing url/title/etc) exits with code 1., Passing a nonexistent config file exits with code 2 (preflight/config error)., test_cli_subprocess_invalid_schema_exit_code_1(), test_cli_subprocess_missing_config_exit_code_2() - -### Community 217 - "clean_body_images" -Cohesion: 0.50 -Nodes (4): clean_body_images(), Preserva imagens com URL absoluta http/https, remove relativas/data:/vazias e…, Valida descarte de data:, relativos e deduplicação mantendo a primeira…, test_clean_body_images_removes_invalid_and_deduplicates() - -### Community 218 - "properties" -Cohesion: 0.12 -Nodes (16): canonical_schema_reference, classifier_module, type, type, description, minLength, type, additionalProperties (+8 more) - -### Community 219 - "paths" -Cohesion: 0.18 -Nodes (11): output_dir, sqlite_db, type, additionalProperties, properties, required, type, output_dir (+3 more) - -### Community 220 - "properties" -Cohesion: 0.18 -Nodes (11): type, type, type, cleaned_html, cleaned_text, error, short_title, title (+3 more) - -### Community 221 - "properties" -Cohesion: 0.18 -Nodes (11): additionalProperties, properties, input_meta, quando_publicado, subtitulo, titulo, url, type (+3 more) - -### Community 222 - "properties" -Cohesion: 0.22 -Nodes (11): type, null, string, properties, author_candidate_id, repairs, subtitle_candidate_id, title_candidate_id (+3 more) - -### Community 223 - "required" -Cohesion: 0.20 -Nodes (10): anchor_text, candidate_id, order_index, parent_block_id, source, source_extractor, text, required (+2 more) - -### Community 224 - "required" -Cohesion: 0.12 -Nodes (16): ecp, langfuse, limits, paths, pricing, prompts, roles, sqlite (+8 more) - -### Community 225 - "kept_block_ids" -Cohesion: 0.20 -Nodes (10): type, items, minItems, type, uniqueItems, items, type, uniqueItems (+2 more) - -### Community 226 - "parametrize" -Cohesion: 0.22 -Nodes (9): parametrize, Garante aceitação de URLs absolutas com esquema HTTP e HTTPS válidos., Garante rejeição de esquemas não permitidos, URLs relativas e strings vazias., Garante que a ausência de corpo no extrator selecionado NUNCA faça fallback…, Garante que todos os placeholders documentados no PRD sejam descartados…, test_normalize_scalar_placeholders_discarded(), test_resolve_article_body_strict_isolation_all_extractors(), test_validate_url_invalid_schemes() (+1 more) - -### Community 227 - "4. 🎯 Seletor Determinístico de Conteúdo de Artigos" -Cohesion: 0.22 -Nodes (9): 1. Execução Padrão Automática, 2. Execução com Modo Verboso, 3. Uso Programático como Módulo Python, 4. 🎯 Seletor Determinístico de Conteúdo de Artigos, Argumentos e Flags CLI, Critérios de Desempate Técnico e Resiliência, Exemplos Práticos de Uso, Pipeline de Normalização e Shingles (+1 more) - -### Community 228 - "1. Operational Commands" -Cohesion: 0.22 -Nodes (8): 1.1 Preflight Verification, 1.2 Smoke Test, 1.3 State & Artifact Reconciliation, 1.4 Telemetry Flush, 1. Operational Commands, 2. Standard Consolidation Execution, Exit Codes, Production Operations & Maintenance Runbook - -### Community 229 - "sqlite" -Cohesion: 0.22 -Nodes (9): busy_timeout_ms, minimum, type, busy_timeout_ms, sqlite, additionalProperties, properties, required (+1 more) - -### Community 230 - "required" -Cohesion: 0.22 -Nodes (9): entity_id, name, relation_type, weight, additionalProperties, required, related_entities, items (+1 more) - -### Community 231 - "pricing" -Cohesion: 0.22 -Nodes (9): fallback_input_1k, fallback_output_1k, primary_input_1k, primary_output_1k, additionalProperties, description, required, type (+1 more) - -### Community 232 - "article-input.schema.json" -Cohesion: 0.22 -Nodes (8): additionalProperties, $id, selected_extractor, required, $schema, title, type, x-contract-version - -### Community 233 - "properties" -Cohesion: 0.33 -Nodes (6): type, items, type, properties, language, link_candidates - -### Community 234 - "enum" -Cohesion: 0.28 -Nodes (9): newspaper4k, readability, trafilatura, selected_extractor, source_extractor, enum, type, enum (+1 more) - -### Community 235 - "required" -Cohesion: 0.18 -Nodes (16): required, required, model, provider, role_config_version, sentiment, tags, properties (+8 more) - -### Community 236 - "Implementation Plan: Article Consolidation and Hygiene Runtime" -Cohesion: 0.22 -Nodes (8): Complexity Tracking, Constitution Check, Documentation & 9 Versioned Contracts (this feature), Implementation Plan: Article Consolidation and Hygiene Runtime, Project Structure, Source Code & Fixtures (repository layout), Summary, Technical Context - -### Community 237 - "verify_all_11_invariants" -Cohesion: 0.32 -Nodes (6): Any, Release-wide critical quality assertion suite verifying the 11 critical…, Evaluates the 11 release-wide critical invariants., verify_all_11_invariants(), 11 zero-tolerance release invariants validation runner., test_11_invariants_all_pass() - -### Community 238 - "enum" -Cohesion: 0.25 -Nodes (8): advertisement, duplicate, navigation, newsletter, non_editorial, player_interface, recommendation, enum - -### Community 239 - "required" -Cohesion: 0.25 -Nodes (8): author_candidate_id, kept_block_ids, kept_image_ids, kept_link_ids, repairs, subtitle_candidate_id, title_candidate_id, required - -### Community 240 - "manifest-output.schema.json" -Cohesion: 0.25 -Nodes (7): additionalProperties, allOf, $id, $schema, title, type, x-contract-version - -### Community 241 - "Prompts Versioned Contract: Article Consolidation and Hygiene Runtime" -Cohesion: 0.25 -Nodes (7): 1. Versioned Prompt Registry, 2. Normative 6-Block Prompt Ordering (Doc 07 §5.3), 3.1 `article_content_hygiene` (FR-024, FR-058), 3.2 `article_sentiment_tags` (FR-037, FR-059), 3. Strict Input Context Specifications, 4. Contractual Invariants, Prompts Versioned Contract: Article Consolidation and Hygiene Runtime - -### Community 242 - "6. 🚀 Runtime de Consolidação e Higienização de Artigos (006-article-consolidation-runtime)" -Cohesion: 0.25 -Nodes (8): 1. Documento Markdown Higienizado (`.md`), 2. Manifesto de Auditoria e Resultado (`.result.json`), 3. Rastreamento e Estado no Banco SQLite (`out/runtime.db`), 6. 🚀 Runtime de Consolidação e Higienização de Artigos (006-article-consolidation-runtime), Configuração de Ambiente (`.env`), Contrato de Códigos de Saída (Exit Codes), O que Esperar do Resultado (Artefatos Gerados), Visão Geral e Arquitetura do Runtime - -### Community 243 - "13. Parsing estrutural sem regex" -Cohesion: 0.29 -Nodes (7): 13.1 HTML, 13.2 Markdown, 13.3 JSON-LD e metadados, 13.4 URLs, 13.5 Texto, 13.6 Enforcement, 13. Parsing estrutural sem regex - -### Community 244 - "metadata_candidates" -Cohesion: 0.29 -Nodes (7): author_candidates, subtitle_candidates, title_candidates, additionalProperties, required, type, metadata_candidates - -### Community 245 - "enum" -Cohesion: 0.29 -Nodes (7): completed_text, failed_processing, failed_validation, rejected_ecp, enum, type, final_status - -### Community 246 - "required" -Cohesion: 0.40 -Nodes (5): confidence, evidences, required, category, rationale - -### Community 247 - "enum" -Cohesion: 0.29 -Nodes (7): heading, list_item, paragraph, quote, type, enum, type - -### Community 248 - "ecp-snapshot.schema.json" -Cohesion: 0.29 -Nodes (6): description, $id, $ref, $schema, title, x-contract-version - -### Community 249 - "hygiene-response.schema.json" -Cohesion: 0.29 -Nodes (6): additionalProperties, $id, $schema, title, type, x-contract-version - -### Community 250 - "🧠 TextNLPClassifierApp" -Cohesion: 0.29 -Nodes (6): 📁 Estrutura do Projeto, 📄 Licença, 📑 Tabela de Conteúdos, 🧪 Testes e Qualidade de Código, 🧠 TextNLPClassifierApp, 🌟 Visão Geral - -### Community 251 - "ADR-003 — Usar orquestração explícita em Python, sem LangChain ou LangGraph" -Cohesion: 0.33 -Nodes (6): ADR-003 — Usar orquestração explícita em Python, sem LangChain ou LangGraph, Alternativas rejeitadas, Consequências, Contexto, Critérios de reavaliação, Decisão - -### Community 252 - "required" -Cohesion: 0.33 -Nodes (6): aliases, anchors, domain, target_entity_id, target_name, required - -### Community 253 - "Specification Quality Checklist: Article Consolidation and Hygiene Runtime" -Cohesion: 0.33 -Nodes (5): Content Quality, Feature Readiness, Requirement Completeness, Specification Quality Checklist: Article Consolidation and Hygiene Runtime, Verification Notes for the 4 Precision Adjustments - -### Community 254 - "enum" -Cohesion: 0.33 -Nodes (6): newspaper4k, readability, trafilatura, selected_extractor, enum, type - -### Community 255 - "enum" -Cohesion: 0.33 -Nodes (6): newspaper4k, readability, trafilatura, selected_extractor, enum, type - -### Community 256 - "1. 🧠 Classificador de Conteúdo e Inerência (NLP / LLM / ECP)" -Cohesion: 0.29 -Nodes (7): 1. 🧠 Classificador de Conteúdo e Inerência (NLP / LLM / ECP), Arquitetura de Classificação em 3 Tiers, Categorias de Decisão, Exemplo de ECP Snapshot Real (`examples/ecp_club_atletico_river_plate.json`):, Exemplos de Uso CLI, Formato do ECP Snapshot e Markdown, O que é e Como Funciona - -### Community 257 - "10. Contrato de saída" -Cohesion: 0.40 -Nodes (5): 10.1 Resultado JSON e manifesto, 10.2 Status finais, 10.3 Arquivo Markdown, 10.4 Formatação Markdown permitida, 10. Contrato de saída - -### Community 258 - "14. Higienização por LLM" -Cohesion: 0.40 -Nodes (5): 14.1 Obrigatoriedade, 14.2 Entrada, 14.3 Saída lógica, 14.4 Regras editoriais, 14. Higienização por LLM - -### Community 259 - "4. Regras mandatórias" -Cohesion: 0.40 -Nodes (5): 4.1 Fundamentação, 4.2 Proibição de regex para texto, 4.3 Uso obrigatório do LLM, 4.4 Modelos do runtime, 4. Regras mandatórias - -### Community 260 - "8. Contrato de entrada do artigo" -Cohesion: 0.40 -Nodes (5): 8.1 Campos estruturais esperados, 8.2 `selected_extractor`, 8.3 Campos das extrações, 8.4 Validade editorial mínima, 8. Contrato de entrada do artigo - -### Community 261 - "18. Integração ECP" -Cohesion: 0.40 -Nodes (5): 18.1 Adapter, 18.2 Entrada, 18.3 Saída, 18.4 Gate, 18. Integração ECP - -### Community 262 - "7. Orquestração" -Cohesion: 0.40 -Nodes (5): 7.1 Escolha, 7.2 Justificativa, 7.3 Estados persistidos, 7.4 Critérios de reavaliação, 7. Orquestração - -### Community 263 - "ADR-001 — Separar runtime e self-healing" -Cohesion: 0.40 -Nodes (5): ADR-001 — Separar runtime e self-healing, Alternativa rejeitada, Consequências, Contexto, Decisão - -### Community 264 - "ADR-002 — Iniciar o runtime após a seleção do extrator" -Cohesion: 0.40 -Nodes (5): ADR-002 — Iniciar o runtime após a seleção do extrator, Alternativas rejeitadas, Consequências, Contexto, Decisão - -### Community 265 - "ADR-004 — Gateway agnóstico com apenas modelos baratos no runtime" -Cohesion: 0.40 -Nodes (5): ADR-004 — Gateway agnóstico com apenas modelos baratos no runtime, Alternativas rejeitadas, Consequências, Contexto, Decisão - -### Community 266 - "ADR-005 — Proibir regex e palavras-chave manuais em decisões textuais" -Cohesion: 0.40 -Nodes (5): ADR-005 — Proibir regex e palavras-chave manuais em decisões textuais, Alternativas rejeitadas, Consequências, Contexto, Decisão - -### Community 267 - "ADR-006 — LLM seleciona evidências e propõe reparos, não regenera o artigo" -Cohesion: 0.40 -Nodes (5): ADR-006 — LLM seleciona evidências e propõe reparos, não regenera o artigo, Alternativas rejeitadas, Consequências, Contexto, Decisão - -### Community 268 - "ADR-007 — Tornar o ECP obrigatório antes de toda saída editorial" -Cohesion: 0.40 -Nodes (5): ADR-007 — Tornar o ECP obrigatório antes de toda saída editorial, Alternativas rejeitadas, Consequências, Contexto, Decisão - -### Community 269 - "ADR-008 — Langfuse no runtime e Promptfoo no CI" -Cohesion: 0.40 -Nodes (5): ADR-008 — Langfuse no runtime e Promptfoo no CI, Alternativas rejeitadas, Consequências, Contexto, Decisão - -### Community 270 - "ADR-009 — Persistir estado em SQLite e saídas no filesystem" -Cohesion: 0.40 -Nodes (5): ADR-009 — Persistir estado em SQLite e saídas no filesystem, Alternativas rejeitadas, Consequências, Contexto, Decisão - -### Community 271 - "ADR-010 — Produzir resultado estruturado sempre e Markdown condicionalmente" -Cohesion: 0.40 -Nodes (5): ADR-010 — Produzir resultado estruturado sempre e Markdown condicionalmente, Alternativas rejeitadas, Consequências, Contexto, Decisão - -### Community 272 - "ADR-011 — Definir SLOs de custo e latência a partir de staging" -Cohesion: 0.40 -Nodes (5): ADR-011 — Definir SLOs de custo e latência a partir de staging, Alternativa rejeitada, Consequências, Contexto, Decisão - -### Community 273 - "7. Checklist de release" -Cohesion: 0.40 -Nodes (5): 7.1 Código e documentação, 7.2 Testes, 7.3 Staging, 7.4 Configuração, 7. Checklist de release - -### Community 274 - "eval_runner.py" -Cohesion: 0.60 -Nodes (4): aggregate_evaluation_results(), Any, Evaluation runner and metric aggregator without duplicating prompt execution., run_offline_evaluations() - -### Community 275 - "ecp-profile.schema.json" -Cohesion: 0.33 -Nodes (5): additionalProperties, $id, $schema, title, type - -### Community 276 - "cli.mjs" -Cohesion: 0.08 -Nodes (33): loadDiagram(), loadDiagramWithBrandMarks(), outputPathGuards, RELATIONSHIP_COLLECTIONS, SEMANTIC_COLLECTIONS, START_TYPES, validateGuidedViews(), validateRelationshipIds() (+25 more) - -### Community 277 - "12. Preparação determinística" -Cohesion: 0.50 -Nodes (4): 12.1 Limite, 12.2 Técnicas permitidas, 12.3 Técnicas proibidas, 12. Preparação determinística - -### Community 278 - "15. Pequenos reparos textuais" -Cohesion: 0.50 -Nodes (4): 15.1 Permissão, 15.2 Proibições, 15.3 Forma auditável, 15. Pequenos reparos textuais - -### Community 279 - "9. Contrato do ECP" -Cohesion: 0.50 -Nodes (4): 9.1 Obrigatoriedade, 9.2 Schema, 9.3 Resultados possíveis, 9. Contrato do ECP - -### Community 280 - "15. Higienização extrativa" -Cohesion: 0.50 -Nodes (4): 15.1 Interface, 15.2 Garantia de grounding, 15.3 Fallback, 15. Higienização extrativa - -### Community 281 - "16. Pequenos reparos" -Cohesion: 0.50 -Nodes (4): 16.1 Representação, 16.2 Validação, 16.3 Responsabilidade do prompt, 16. Pequenos reparos - -### Community 282 - "20. Model Gateway" -Cohesion: 0.50 -Nodes (4): 20.1 Interface mínima, 20.2 Configuração, 20.3 Retry, 20. Model Gateway - -### Community 283 - "23. Observabilidade" -Cohesion: 0.50 -Nodes (4): 23.1 Hierarquia, 23.2 Conteúdo, 23.3 Degradação, 23. Observabilidade - -### Community 284 - "3. Limites do sistema" -Cohesion: 0.50 -Nodes (4): 3.1 Entrada, 3.2 Saída, 3.3 Dependências externas, 3. Limites do sistema - -### Community 285 - "9. Política de dependências" -Cohesion: 0.50 -Nodes (4): 9.1 Preferência, 9.2 Aprovação, 9.3 Proibições, 9. Política de dependências - -### Community 286 - "12. Monitoramento" -Cohesion: 0.50 -Nodes (4): 12.1 Saúde, 12.2 Qualidade, 12.3 Sinais para análise futura, 12. Monitoramento - -### Community 287 - "14. Reprocessamento" -Cohesion: 0.50 -Nodes (4): 14.1 Mesma configuração, 14.2 Configuração diferente, 14.3 Proibição, 14. Reprocessamento - -### Community 288 - "16. Falha do provider primário" -Cohesion: 0.50 -Nodes (4): 16. Falha do provider primário, Comportamento esperado, Escalada, Investigação - -### Community 289 - "21. Falha do SQLite" -Cohesion: 0.50 -Nodes (4): 21. Falha do SQLite, Ação para corrupção, Ação para lock, Sintomas - -### Community 290 - "6. Configuração obrigatória" -Cohesion: 0.50 -Nodes (4): 6.1 Funcional, 6.2 Secrets, 6.3 Valores definidos após staging, 6. Configuração obrigatória - -### Community 291 - "build_release_metadata.py" -Cohesion: 0.50 -Nodes (3): build_release_metadata(), Path, Release packaging script generating src/core/release-metadata.json. - -### Community 292 - "removal_reasons" -Cohesion: 0.50 -Nodes (4): type, removal_reasons, additionalProperties, type - -### Community 293 - "kept_image_ids" -Cohesion: 0.50 -Nodes (4): items, type, uniqueItems, kept_image_ids - -### Community 294 - "generated-validators.mjs" +### Community 20 - "generated-validators.mjs" Cohesion: 0.07 Nodes (37): architecture, dataflow, func3(), lifecycle, pattern13, pattern14, pattern16, pattern4 (+29 more) -### Community 295 - "properties" -Cohesion: 0.05 -Nodes (37): $ref, type, type, $ref, maximum, minimum, type, $ref (+29 more) +### Community 21 - "test_extract_article_contents.py" +Cohesion: 0.11 +Nodes (33): extract_all_engines(), ExtractedArticle, ExtractionBatchReport, InputArticle, load_search_json(), NewspaperData, NewspaperExtractor, Metadados originais da notícia contida no JSON de entrada. (+25 more) -### Community 297 - "properties" +### Community 22 - "properties" Cohesion: 0.06 Nodes (36): $ref, type, type, $ref, $ref, properties, $ref, type (+28 more) -### Community 298 - "Release Quality Summary Report" -Cohesion: 0.50 -Nodes (3): 1. Compliance Matrix: 11 Critical Invariants, 2. Test Execution & Coverage, Release Quality Summary Report +### Community 23 - "render-dataflow.mjs" +Cohesion: 0.13 +Nodes (23): automaticPorts, compositionFrames, __dirname, layout, LEGEND_CATALOG, measureNode(), nodes, nodeSteps (+15 more) -### Community 299 - "Comandos e Utilitários CLI" -Cohesion: 0.33 -Nodes (6): 1. Consolidação de Artigo Único (`consolidate.py`), 2. Certificação de Pré-Voo (`preflight.py`), 3. Teste de Fumaça (`smoke.py`), 4. Reconciliação e Recuperação de Quedas (`reconcile.py`), 5. Despejo de Telemetria Operacional (`telemetry_flush.py`), Comandos e Utilitários CLI +### Community 24 - "select_article_extractor" +Cohesion: 0.08 +Nodes (35): CandidateStatus, extract_candidate_data(), ExtractorName, Any, Enum, str, Extrai campo de texto, erro e calcula tokens/shingles para um motor., Nomes canônicos e catálogo fechado dos motores de extração. (+27 more) -### Community 300 - "13. Candidatos e proveniência" -Cohesion: 0.67 -Nodes (3): 13.1 URL de origem, 13.2 Fontes de metadados, 13. Candidatos e proveniência +### Community 25 - "consolidate.py" +Cohesion: 0.08 +Nodes (33): main(), Any, Path, Single-article consolidation runtime CLI entrypoint., run_consolidation(), setup_signal_handlers(), _signal_handler(), validate_article_schema() (+25 more) -### Community 301 - "16. Imagens e links" -Cohesion: 0.67 -Nodes (3): 16.1 Imagens editoriais, 16.2 Links, 16. Imagens e links - -### Community 302 - "17. Gate ECP" -Cohesion: 0.67 -Nodes (3): 17.1 Entrada, 17.2 Decisão, 17. Gate ECP - -### Community 303 - "18. Enriquecimento" -Cohesion: 0.67 -Nodes (3): 18.1 Sentimento, 18.2 Tags, 18. Enriquecimento - -### Community 304 - "5. Escopo" -Cohesion: 0.67 -Nodes (3): 5.1 Incluído, 5.2 Fora do escopo, 5. Escopo - -### Community 305 - "14. Modelo de candidatos" -Cohesion: 0.67 -Nodes (3): 14.1 Ordem, 14.2 Equivalência, 14. Modelo de candidatos - -### Community 306 - "22. Renderer e arquivos" -Cohesion: 0.67 -Nodes (3): 22.1 Nomes, 22.2 Escrita atômica, 22. Renderer e arquivos - -### Community 308 - "15. Falha de validação de entrada" -Cohesion: 0.67 -Nodes (3): 15. Falha de validação de entrada, Ação, Sintomas - -### Community 309 - "17. Falha semântica ou de grounding" -Cohesion: 0.67 -Nodes (3): 17. Falha semântica ou de grounding, Ação, Sintomas - -### Community 310 - "18. Falha do ECP" -Cohesion: 0.67 -Nodes (3): 18. Falha do ECP, Ação, Comportamento esperado - -### Community 311 - "20. Falha do Langfuse" -Cohesion: 0.67 -Nodes (3): 20. Falha do Langfuse, Comportamento esperado, Recuperação - -### Community 312 - "22. Falha de filesystem ou disco" -Cohesion: 0.67 -Nodes (3): 22. Falha de filesystem ou disco, Ação, Sintomas - -### Community 313 - "26. Rollback manual" -Cohesion: 0.67 -Nodes (3): 26. Rollback manual, Gatilhos, Procedimento - -### Community 318 - "sample_rss_xml" -Cohesion: 0.67 -Nodes (3): fixture, Fixture que fornece o conteúdo do XML de exemplo para testes offline., sample_rss_xml() - -### Community 329 - "2. 📰 Extrator de Manchetes do Google News" -Cohesion: 0.40 -Nodes (5): 2. 📰 Extrator de Manchetes do Google News, Argumentos e Flags de Linha de Comando, Diferenciais Técnicos, Exemplos Práticos de Uso, O que é e Como Funciona - -### Community 330 - "properties" +### Community 26 - "properties" Cohesion: 0.06 Nodes (34): $ref, type, type, type, $ref, $ref, properties, $ref (+26 more) -### Community 331 - "⚙️ Instalação e Setup" -Cohesion: 0.50 -Nodes (4): 1. Clonar o Repositório e Criar Ambiente Virtual, 2. Instalar Dependências, 3. Baixar Binários do Navegador Stealth (Camoufox), ⚙️ Instalação e Setup - -### Community 332 - "3. 📄 Extrator e Parser Multimotor de Artigos" -Cohesion: 0.50 -Nodes (4): 3. 📄 Extrator e Parser Multimotor de Artigos, Argumentos e Flags CLI, Exemplos de Uso, Visão Geral e Tríplice Extração - -### Community 333 - "render-workflow.mjs" -Cohesion: 0.10 -Nodes (31): renderLegend(), renderLegend(), renderLegend(), resolveLegend(), automaticOneBendSides(), __dirname, edgeSteps, gapYBetween() (+23 more) - -### Community 334 - "properties" +### Community 27 - "repair-operations.schema.json" Cohesion: 0.06 -Nodes (31): $ref, $ref, $ref, properties, $ref, type, type, minimum (+23 more) +Nodes (33): encoding, obvious_typo, original_fragment, punctuation_corruption, replacement_fragment, spacing, target_candidate_id, unicode (+25 more) -### Community 335 - "scripts" +### Community 28 - "ClassificationResult" +Cohesion: 0.08 +Nodes (20): ABC, BaseNLPAdapter, Base abstract adapter interface for optional Tier 2 / Tier 3 NLP enhancers., Abstract interface for pluggable NLP classification adapters., Return True if the underlying provider or model is installed and configured., Compute semantic similarity score between text and a set of candidate terms., Optionally refine an ambiguous classification result., LocalEmbeddingsAdapter (+12 more) + +### Community 29 - "process_batch" +Cohesion: 0.12 +Nodes (32): log_info(), process_batch(), Escreve mensagem informativa no stderr., Executa o pipeline completo de extração em lote para o arquivo de entrada., mock_crawl_html(), CaptureFixture, fixture, MonkeyPatch (+24 more) + +### Community 30 - "main" +Cohesion: 0.10 +Nodes (25): emit_error(), main(), parse_args(), Namespace, ClassificationError, Path, Cenário 6.1: Caminho de ECP inexistente -> Exit Code 1, error_code:…, Cenário 6.2: Arquivo ECP com sintaxe JSON corrompida. (+17 more) + +### Community 31 - "render-lifecycle.mjs" +Cohesion: 0.13 +Nodes (22): automaticPorts, bandFor(), bandTitles(), __dirname, laneLabels, layout, LEGEND_CATALOG, legendY() (+14 more) + +### Community 32 - "render-workflow.mjs" +Cohesion: 0.08 +Nodes (56): connectionSides(), pathFor(), renderConnectionLabel(), renderConnectionPath(), flowSides(), pathFor(), renderFlowLabel(), renderFlowPath() (+48 more) + +### Community 33 - "properties" +Cohesion: 0.06 +Nodes (31): $ref, minimum, type, $ref, $ref, properties, minLength, type (+23 more) + +### Community 34 - "enrichment-response.schema.json" +Cohesion: 0.07 +Nodes (29): evidence_candidate_ids, additionalProperties, items, minItems, type, $id, minLength, type (+21 more) + +### Community 35 - "scripts" Cohesion: 0.07 Nodes (28): bin, archify, description, devDependencies, ajv, simple-icons, engines, node (+20 more) -### Community 336 - "render-dataflow.mjs" -Cohesion: 0.12 -Nodes (28): connectionEndpointSide(), connectionSides(), automaticPorts, compositionFrames, __dirname, flowSides(), layout, LEGEND_CATALOG (+20 more) +### Community 36 - "test_models.py" +Cohesion: 0.15 +Nodes (15): Any, extract_evidence_snippets(), extract_sentences(), Markdown content parser and excerpt extraction utilities., Split text into individual sentences., Extract relevant sentence excerpts from Markdown text that contain any of the…, Remove markdown syntax markers (headers, bold, italics, links, code blocks) to…, strip_markdown() (+7 more) -### Community 337 - "startPreview" +### Community 37 - "startPreview" Cohesion: 0.16 Nodes (27): cliPath, compactMessage(), diagramTypes, here, initialAuthoredOutput(), parseReceipt(), previewPage(), redactDiagnostic() (+19 more) -### Community 338 - "required" +### Community 38 - "classifier-io.schema.json" +Cohesion: 0.07 +Nodes (27): additionalProperties, description, enum, type, description, content_type, embed, image (+19 more) + +### Community 39 - "create_schema_registry" +Cohesion: 0.12 +Nodes (25): create_schema_registry(), load_schema(), Any, Registry, Reusable validation ensuring no powerful or uncertified models are used in any…, validate_certified_models(), Contract tests for article-input.schema.json evaluated against all 20 reference…, test_article_input_rejects_batch_wrapper() (+17 more) + +### Community 40 - "required" Cohesion: 0.10 Nodes (26): items, type, items, type, additionalProperties, required, type, col (+18 more) -### Community 339 - "layout-rules.test.mjs" +### Community 41 - "layout-rules.test.mjs" Cohesion: 0.09 Nodes (13): assertRelationshipsAvoidAllNodeBorders(), assertWorkflowEdgesAvoidAllNodeBorders(), axisOverlapLength(), CASES, __dirname, EXAMPLES, SHRINK_CASES, skillRoot (+5 more) -### Community 340 - "visual-check.mjs" +### Community 42 - "hygiene/harness.py" +Cohesion: 0.16 +Nodes (16): assemble_intermediate_markdown(), Grounded intermediate Markdown assembler., Assembles sanitized intermediate Markdown from validated editorial components., execute_10_step_hygiene_harness(), GroundingViolationError, HygieneFailedError, ValueError, 10-step extractive hygiene harness, minimal projection builder, and… (+8 more) + +### Community 43 - "test_convert_article_to_markdown.py" +Cohesion: 0.08 +Nodes (25): Suíte de Testes Automatizados para Conversão de Artigo JSON para Markdown.…, Testa divisão por ponto e vírgula na string e vírgulas em elementos de lista…, Valida parsing de datas no formato RFC 2822 (usado em feeds RSS e cabeçalhos…, Valida a cadeia de fallback completa para o campo TÍTULO (6 níveis)., Garante que subtítulo idêntico ao título seja automaticamente omitido (None)., Valida decodificação de entidades HTML nomeadas e numéricas., Garante correspondência exata byte a byte para Trafilatura, Newspaper4k e…, Garante que múltiplas execuções no mesmo arquivo produzam hashes SHA-256… (+17 more) + +### Community 44 - "CandidateObject" +Cohesion: 0.23 +Nodes (13): CandidateObject, Any, Validates proposed LLM micro-repairs against candidate text and applies valid…, validate_and_apply_repairs(), Canonical YAML front matter and Markdown body renderer., Renders the final canonical Markdown document with YAML front matter., render_canonical_markdown(), Unit tests for Markdown renderer covering scenarios OUT-002 to OUT-010. (+5 more) + +### Community 45 - "process_batch" +Cohesion: 0.11 +Nodes (24): atomic_save_json(), process_batch(), Path, Salva dados em JSON de forma atômica utilizando arquivo temporário e rename., Lê o JSON de entrada, valida a estrutura, processa todos os artigos e grava o…, Path, CT-012: A entrada já contém selected_extractor -> Recalcular e substituir…, CT-013: articles está vazio -> Gerar saída válida com articles vazio. (+16 more) + +### Community 46 - "required" +Cohesion: 0.11 +Nodes (23): items, type, items, items, type, additionalProperties, required, type (+15 more) + +### Community 47 - "visual-check.mjs" Cohesion: 0.17 Nodes (20): baseReceipt(), CAPTURE_VIEWPORTS, CHROME_NO_SANDBOX_ENV, cleanupCaptureSidecars(), contactSheetHtml(), evaluate(), executable(), EXIT (+12 more) -### Community 341 - "scenarios.mjs" +### Community 48 - "null" +Cohesion: 0.13 +Nodes (22): type, type, type, type, type, null, type, type (+14 more) + +### Community 49 - "article_content_hygiene" +Cohesion: 0.15 +Nodes (17): additionalProperties, properties, required, type, additionalProperties, properties, required, type (+9 more) + +### Community 50 - "scenarios.mjs" Cohesion: 0.16 Nodes (15): detectGuideLanguage(), formatScenarioList(), listScenarioRecipes(), localized(), normalized(), publicGuideData(), RAW_RECIPES, recommendScenario() (+7 more) -### Community 342 - "Authoring contract" -Cohesion: 0.11 -Nodes (18): Architecture, Authoring contract, Dataflow, Engineering profile default, Executable geometry rules, Hand-placed fallback, Language consistency, Legend contract (+10 more) +### Community 51 - "ArticleCrawler" +Cohesion: 0.13 +Nodes (15): ArticleCrawler, main(), Gerenciador de ciclo de vida e requisições via Foxcape Headless., Navega até a URL, aguarda o carregamento do DOM e retorna (html, page_title,…, fixture, Path, Valida E2E a extração real ao vivo com Foxcape e os 3 motores em lote., Valida E2E a execução do CLI real de ponta a ponta. (+7 more) -### Community 343 - "required" +### Community 52 - "required" +Cohesion: 0.18 +Nodes (16): required, required, model, provider, role_config_version, sentiment, tags, properties (+8 more) + +### Community 53 - "select_article_extractor.py" Cohesion: 0.14 -Nodes (19): items, type, items, items, type, additionalProperties, required, type (+11 more) +Nodes (19): ArticleSelectionResult, BatchProcessingResult, break_priority_tie(), calculate_consensus_metrics(), ExtractorCandidate, form_active_set(), main(), parse_args() (+11 more) -### Community 344 - "properties" -Cohesion: 0.11 -Nodes (19): minimum, type, minimum, type, maximum, minimum, type, minimum (+11 more) +### Community 54 - "properties" +Cohesion: 0.12 +Nodes (20): type, type, type, type, properties, null, string, type (+12 more) -### Community 345 - "properties" -Cohesion: 0.11 -Nodes (19): $ref, $ref, type, $ref, properties, minLength, type, type (+11 more) +### Community 55 - "article_content_hygiene" +Cohesion: 0.13 +Nodes (18): additionalProperties, required, type, additionalProperties, required, type, article_content_hygiene, article_sentiment_tags (+10 more) -### Community 346 - "golden.mjs" +### Community 56 - "candidate/parser.py" +Cohesion: 0.22 +Nodes (13): _extract_plain_text(), parse_metadata_candidates(), parse_raw_text_into_candidates(), Any, Structural candidate parser using DOM, CommonMark AST, and JSON-LD without…, Parses raw extractor body text into candidate blocks using CommonMark AST., Normative priorities: trafilatura.canonical_url -> input_meta.url ->…, Extracts title, subtitle, and author candidates without delimiter-based author… (+5 more) + +### Community 57 - "create_manifest_dict" +Cohesion: 0.18 +Nodes (17): create_manifest_dict(), persist_manifest_atomically(), Any, Path, Atomic filesystem writer and shared manifest generator. Enforces: - Writing…, Generates an output manifest adhering strictly to manifest-output.schema.json., Persists a manifest dictionary as .result.json atomically., Writes content atomically to target_path using a temporary file in the same… (+9 more) + +### Community 58 - "required" +Cohesion: 0.13 +Nodes (20): items, additionalProperties, required, type, from, id, label, to (+12 more) + +### Community 59 - "properties" +Cohesion: 0.06 +Nodes (32): $ref, $ref, type, $ref, properties, dashed, default, emphasis (+24 more) + +### Community 60 - "golden.mjs" Cohesion: 0.12 Nodes (15): check(), __dirname, expectFailure(), GOLDEN, landingPage, landingVersions, lock, pkg (+7 more) -### Community 347 - "output-path.mjs" +### Community 61 - "test_extract_google_news.py" +Cohesion: 0.12 +Nodes (18): Resolve a URL intermediária do Google News para a URL real do veículo., resolve_article_url(), fixture, Testes unitários e de integração para o Extrator de Manchetes do Google News.…, Valida fallback gracioso de URL quando não é link do Google News ou em erro., Valida resolução bem-sucedida de URL do Google News para o portal destino., Valida E2E que o decodificador resolve uma URL real do Google News para o…, Fixture que fornece o conteúdo do XML de exemplo para testes offline. (+10 more) + +### Community 62 - "output-path.mjs" Cohesion: 0.23 Nodes (16): canonicalFuturePath(), canonicalize(), directoryIdentityKey(), directorySemanticsCache, futurePathsAlias(), hasFileIdentity(), nearestExistingDirectory(), OutputPathError (+8 more) -### Community 348 - "properties" -Cohesion: 0.12 -Nodes (17): enum, enum, none, trace, properties, type, animation, engineering_profile (+9 more) - -### Community 349 - "enum" -Cohesion: 0.12 -Nodes (17): CONTEXTUAL_INHERENT, DIRECT_INHERENT, NOT_RELATED, TANGENTIAL, enum, type, maximum, minimum (+9 more) - -### Community 350 - "adaptive-reader-layout.test.mjs" -Cohesion: 0.19 -Nodes (13): DESKTOP_READABILITY_VIEWPORT, DESKTOP_READER_DIAGRAM_WIDTH, DESKTOP_READER_HORIZONTAL_CHROME, DESKTOP_READER_MIN_WIDTH, MIN_PROJECTED_NODE_TEXT_PX, minimumReadableSourceTextPx(), __dirname, reader (+5 more) - -### Community 351 - "required" -Cohesion: 0.15 -Nodes (16): items, guidedViews, items, maxItems, type, additionalProperties, items, required (+8 more) - -### Community 352 - "required" -Cohesion: 0.16 -Nodes (16): items, additionalProperties, required, type, from, id, label, to (+8 more) - -### Community 353 - "legend-contract.test.mjs" -Cohesion: 0.17 -Nodes (15): attrValues(), AUTO_KINDS, canonicalSvg(), CATALOGS, cli, clone(), __dirname, FIXTURES (+7 more) - -### Community 354 - "visual-check.test.mjs" -Cohesion: 0.15 -Nodes (7): ChromeVisualBrowser, chromeVisualBrowserArgs(), VISUAL_CHECK_VIEWPORTS, __dirname, png, skillRoot, tmp - -### Community 355 - "engineering-profiles.mjs" -Cohesion: 0.18 -Nodes (11): DEPLOYMENT_BOUNDARY_KINDS, deploymentOwnershipDiagnostics(), membership(), PRIVATE_STATE_TYPES, subject(), validateEngineeringProfile(), cli, __dirname (+3 more) - -### Community 356 - "required" -Cohesion: 0.17 -Nodes (15): additionalProperties, required, type, col, from, id, label, lane (+7 more) - -### Community 357 - "properties" -Cohesion: 0.14 -Nodes (14): $ref, const, maxItems, minItems, type, properties, cards, diagram_type (+6 more) - -### Community 358 - "generate-brand-marks.mjs" -Cohesion: 0.18 -Nodes (13): catalog, catalogPath, domains, fail(), generated, here, ids, lookupForms() (+5 more) - -### Community 359 - "repository" -Cohesion: 0.15 -Nodes (13): url, repository, revision, url, additionalProperties, properties, required, type (+5 more) - -### Community 360 - "$defs" +### Community 63 - "$defs" Cohesion: 0.15 Nodes (12): oneOf, type, $defs, brandMark, cards, componentType, id, $id (+4 more) -### Community 361 - "enum" +### Community 64 - "convert_article_to_markdown.py" +Cohesion: 0.19 +Nodes (17): _get_dict(), normalize_date(), normalize_list(), normalize_scalar(), Any, Interpreta datas ISO 8601 e RFC 2822 preservando fuso horário ou YYYY-MM-DD…, Valida se a URL é absoluta com protocolo http ou https e hostname não vazio., Retorna o dicionário associado à chave ou um dicionário vazio caso não seja… (+9 more) + +### Community 65 - "type" +Cohesion: 0.14 +Nodes (18): items, type, items, type, items, type, additionalProperties, type (+10 more) + +### Community 66 - "properties" +Cohesion: 0.11 +Nodes (18): minLength, type, maxLength, minLength, type, type, maxLength, minLength (+10 more) + +### Community 67 - "properties" +Cohesion: 0.15 +Nodes (18): properties, additionalProperties, properties, negative, neutral, positive, type, hygiene (+10 more) + +### Community 68 - "adapter.py" +Cohesion: 0.17 +Nodes (13): ECPClassificationAdapter, load_ecp_schema_registry(), Any, Registry, ECP classification adapter consuming src.classifier.InherenceClassifier., Classifies content_md against ecp_dict using InherenceClassifier., validate_ecp_snapshot(), Contract tests for ecp-snapshot.schema.json and local referencing.Registry… (+5 more) + +### Community 69 - "validate_and_extract_enrichment" +Cohesion: 0.18 +Nodes (15): build_minimal_enrichment_projection(), EnrichmentFailedError, normalize_tag(), Any, ValueError, Post-ECP entity sentiment and native tags enrichment harness., Raised when post-ECP enrichment fails and cannot be recovered., Normalizes tag text: NFKC Unicode, lowercase, collapsed spaces without regex. (+7 more) + +### Community 70 - "classifier.py" +Cohesion: 0.14 +Nodes (22): count_phrase_occurrences(), match_phrase_in_text(), Core deterministic classification engine (Tier 1 core)., Check if a normalized phrase appears in normalized text with word boundary…, Count occurrences of a phrase in text., Classify inherence of content against an ECP snapshot., detect_language(), extract_words() (+14 more) + +### Community 71 - "main" +Cohesion: 0.14 +Nodes (17): ArgumentParser, build_parser(), main(), Cria e configura o parser de argumentos CLI., Ponto de entrada do script CLI., CaptureFixture, Path, Valida execução padrão do CLI com saída JSON no stdout. (+9 more) + +### Community 72 - "check_zero_regex.py" +Cohesion: 0.18 +Nodes (12): Call, Import, ImportFrom, check_json_schemas(), check_promptfoo_yaml(), check_python_ast(), _find_json_pattern_keys(), main() (+4 more) + +### Community 73 - "enum" +Cohesion: 0.12 +Nodes (17): CONTEXTUAL_INHERENT, DIRECT_INHERENT, NOT_RELATED, TANGENTIAL, enum, type, maximum, minimum (+9 more) + +### Community 74 - "required" +Cohesion: 0.12 +Nodes (16): ecp, langfuse, limits, paths, pricing, prompts, roles, sqlite (+8 more) + +### Community 75 - "enum" +Cohesion: 0.09 +Nodes (23): ECP_CLASSIFICATION_FAILED, ECP_REJECTED, ENRICHMENT_FAILED, GROUNDING_VIOLATION, HYGIENE_FAILED, INVALID_ARTICLE_SCHEMA, INVALID_ECP_SCHEMA, INVALID_SELECTED_EXTRACTOR (+15 more) + +### Community 76 - "test_select_article_extractor.py" +Cohesion: 0.18 +Nodes (16): generate_shingles(), normalize_text(), Executa a normalização determinística para comparação: 1. Decodificar entidades…, Gera conjunto de shingles ordenados de tamanho window_size (padrão 5). - Se…, Suíte de Testes Automatizados para o Seletor Determinístico de Extrator. Cobre…, Garante que marcação de imagem Markdown ![alt](url) seja descartada e link…, E2E: Executa scripts/select_article_extractor.py como subprocesso real na linha…, test_e2e_cli_subprocess_real_execution() (+8 more) + +### Community 77 - "properties" +Cohesion: 0.12 +Nodes (17): type, type, type, type, type, type, properties, article_html (+9 more) + +### Community 78 - "SanitizedJsonLogger" +Cohesion: 0.21 +Nodes (7): Any, Structured JSON logging with secret sanitization and strict omission of…, Emits a structured JSON log line to stderr., SanitizedJsonLogger, Specialized security tests for authorization header and secret redaction…, test_secret_redaction_in_dictionary(), test_secret_redaction_in_text() + +### Community 79 - "adaptive-reader-layout.test.mjs" +Cohesion: 0.20 +Nodes (12): DESKTOP_READABILITY_VIEWPORT, DESKTOP_READER_DIAGRAM_WIDTH, DESKTOP_READER_HORIZONTAL_CHROME, DESKTOP_READER_MIN_WIDTH, MIN_PROJECTED_NODE_TEXT_PX, __dirname, reader, skill (+4 more) + +### Community 80 - "properties" +Cohesion: 0.12 +Nodes (16): minimum, type, maximum, minimum, type, minimum, type, minimum (+8 more) + +### Community 81 - "required" +Cohesion: 0.15 +Nodes (16): items, guidedViews, items, maxItems, type, additionalProperties, items, required (+8 more) + +### Community 82 - "required" +Cohesion: 0.16 +Nodes (16): items, additionalProperties, required, type, from, id, label, to (+8 more) + +### Community 83 - "legend-contract.test.mjs" +Cohesion: 0.17 +Nodes (15): attrValues(), AUTO_KINDS, canonicalSvg(), CATALOGS, cli, clone(), __dirname, FIXTURES (+7 more) + +### Community 84 - "ecp" +Cohesion: 0.18 +Nodes (11): canonical_schema_reference, classifier_module, type, type, additionalProperties, properties, required, type (+3 more) + +### Community 85 - "required" +Cohesion: 0.12 +Nodes (16): ecp_classification, error_codes, final_status, fingerprint, generate_markdown, markdown_hash, markdown_path, model_versions (+8 more) + +### Community 86 - "common.ps1" +Cohesion: 0.23 +Nodes (13): Find-SpecifyRoot(), Format-SpecKitCommand(), Get-CurrentBranch(), Get-FeaturePathsEnv(), Get-InvokeSeparator(), Get-NormalizedPriority(), Get-Python3Command(), Get-RepoRoot() (+5 more) + +### Community 87 - "type" +Cohesion: 0.12 +Nodes (16): items, type, items, type, items, type, type, items (+8 more) + +### Community 88 - "ExecutionStateMachine" +Cohesion: 0.17 +Nodes (9): ExecutionStateMachine, ExecutionStatus, InvalidStateTransitionError, Any, Enum, str, ValueError, Explicit Python state machine for runtime article consolidation lifecycle. (+1 more) + +### Community 89 - "visual-check.test.mjs" +Cohesion: 0.15 +Nodes (7): ChromeVisualBrowser, chromeVisualBrowserArgs(), VISUAL_CHECK_VIEWPORTS, __dirname, png, skillRoot, tmp + +### Community 90 - "properties" +Cohesion: 0.13 +Nodes (15): $ref, minItems, type, const, title, additionalProperties, required, type (+7 more) + +### Community 91 - "required" +Cohesion: 0.17 +Nodes (15): additionalProperties, required, type, col, from, id, label, lane (+7 more) + +### Community 92 - "candidates-payload.schema.json" +Cohesion: 0.13 +Nodes (14): block_candidates, image_candidates, language, link_candidates, metadata_candidates, additionalProperties, description, $id (+6 more) + +### Community 93 - "limits" +Cohesion: 0.13 +Nodes (15): context_strategy, max_input_bytes, const, description, type, additionalProperties, properties, required (+7 more) + +### Community 94 - "properties" +Cohesion: 0.14 +Nodes (14): $ref, const, maxItems, minItems, type, properties, cards, diagram_type (+6 more) + +### Community 95 - "generate-brand-marks.mjs" +Cohesion: 0.18 +Nodes (13): catalog, catalogPath, domains, fail(), generated, here, ids, lookupForms() (+5 more) + +### Community 96 - "langfuse" +Cohesion: 0.14 +Nodes (14): environment, full_redacted, metadata_only, trace_content_policy, type, additionalProperties, properties, required (+6 more) + +### Community 97 - "string" +Cohesion: 0.18 +Nodes (14): type, type, type, type, integer, string, type, properties (+6 more) + +### Community 98 - "null" +Cohesion: 0.10 +Nodes (25): additionalProperties, type, type, article_content_hygiene, article_sentiment_tags, null, object, runtime_fallback (+17 more) + +### Community 99 - "properties" +Cohesion: 0.15 +Nodes (13): enum, properties, type, engineering_profile, output, subtitle, title, views (+5 more) + +### Community 100 - "enum" Cohesion: 0.15 Nodes (13): enum, variant, dashed, default, emphasis, external, security, enum (+5 more) -### Community 362 - "dataflow.schema.json" +### Community 101 - "dataflow.schema.json" Cohesion: 0.15 Nodes (12): additionalProperties, $id, diagram_type, meta, nodes, schema_version, required, $schema (+4 more) -### Community 363 - "properties" +### Community 102 - "properties" Cohesion: 0.15 Nodes (13): $ref, const, type, properties, cards, diagram_type, flows, schema_version (+5 more) -### Community 364 - "lifecycle.schema.json" +### Community 103 - "lifecycle.schema.json" Cohesion: 0.15 Nodes (12): additionalProperties, $id, diagram_type, lanes, meta, schema_version, required, $schema (+4 more) -### Community 365 - "workflow.schema.json" -Cohesion: 0.15 -Nodes (12): additionalProperties, $defs, side, $id, bottom, left, right, top (+4 more) - -### Community 366 - "entries" -Cohesion: 0.17 -Nodes (12): additionalProperties, properties, type, additionalProperties, properties, type, enum, $ref (+4 more) - -### Community 367 - "sequence.schema.json" -Cohesion: 0.17 -Nodes (11): additionalProperties, $id, diagram_type, meta, schema_version, required, $schema, title (+3 more) - -### Community 368 - "items" -Cohesion: 0.21 -Nodes (12): items, additionalProperties, type, items, minItems, type, items, minItems (+4 more) - -### Community 369 - "semantic-radar.test.mjs" -Cohesion: 0.21 -Nodes (8): CASES, __dirname, dragMouse(), evaluate(), loadArtifact(), radarRects(), skillRoot, tmp - -### Community 370 - "architecture.schema.json" -Cohesion: 0.18 -Nodes (10): additionalProperties, $id, diagram_type, meta, schema_version, required, $schema, title (+2 more) - -### Community 371 - "legendEntry" -Cohesion: 0.18 -Nodes (11): legendEntry, maxLength, minLength, type, additionalProperties, minProperties, properties, type (+3 more) - -### Community 372 - "properties" -Cohesion: 0.18 -Nodes (11): type, $ref, const, properties, activations, cards, diagram_type, schema_version (+3 more) - -### Community 373 - "degraded.test.mjs" -Cohesion: 0.20 -Nodes (8): ARRAY_FIELDS, assertFriendlyFailure(), __dirname, EXAMPLES, installedRoot, render(), skillRoot, tmp - -### Community 374 - "viewer-chrome-layout.test.mjs" -Cohesion: 0.25 -Nodes (8): CASES, __dirname, evaluate(), finalGeometry(), load(), skillRoot, tmp, waitForLayout() - -### Community 375 - "Viewer Runtime reference" -Cohesion: 0.20 -Nodes (9): Canonical exports, Exploration, Guided views and story, Motion and presentation, Reach Share Card, Route Share Card, Share Card, Truth boundary (+1 more) - -### Community 376 - "repository-evidence.mjs" -Cohesion: 0.47 -Nodes (9): evidenceFailure(), githubSlug(), gitValue(), hasRepositoryEvidence(), runGit(), sourceHref(), sourceLineCount(), verifiedSourcePath() (+1 more) - -### Community 377 - "properties" -Cohesion: 0.20 -Nodes (10): $ref, minItems, type, const, properties, cards, components, diagram_type (+2 more) - -### Community 378 - "properties" -Cohesion: 0.20 -Nodes (10): $ref, properties, maxLength, type, dot, id, note, title (+2 more) - -### Community 379 - "enum" -Cohesion: 0.20 -Nodes (10): external, neutral, type, enum, active, decision, failure, start (+2 more) - -### Community 380 - "entries" -Cohesion: 0.20 -Nodes (10): additionalProperties, properties, type, additionalProperties, properties, type, $ref, entries (+2 more) - -### Community 381 - "properties" -Cohesion: 0.20 -Nodes (10): properties, type, output, subtitle, title, views, type, minLength (+2 more) - -### Community 382 - "properties" -Cohesion: 0.20 -Nodes (10): $ref, const, minItems, type, properties, cards, diagram_type, lanes (+2 more) - -### Community 383 - "Archify" -Cohesion: 0.20 -Nodes (9): Archify, Authoring invariants, Delivery, Fast authoring path, Mermaid input, Optional viewer capabilities, Output, Setup and fallback (+1 more) - -### Community 384 - "ordinary-model-floor.test.mjs" -Cohesion: 0.20 -Nodes (5): benchmark, here, repoRoot, skillRoot, tmp - -### Community 385 - "output-path.test.mjs" -Cohesion: 0.20 -Nodes (6): baseFixture, cli, headFixture, here, skillRoot, workflowFixture - -### Community 386 - "preview-contract.test.mjs" -Cohesion: 0.20 -Nodes (9): chinese, delivery, english, here, readme, repoRoot, roadmap, skill (+1 more) - -### Community 387 - "real-repository-proof.test.mjs" -Cohesion: 0.20 -Nodes (7): artifactPath, cli, __dirname, repoRoot, shareCardPath, skillRoot, sourcePath - -### Community 388 - "v1-compatibility.test.mjs" -Cohesion: 0.20 -Nodes (4): __dirname, OFFICIAL_V1_EXAMPLES, skillRoot, tmp - -### Community 389 - "enum" -Cohesion: 0.22 -Nodes (9): auto, bottom-channel, drop, straight, top-channel, route, enum, left-channel (+1 more) - -### Community 390 - "Archify JSON IR Schemas" -Cohesion: 0.22 -Nodes (8): Archify JSON IR Schemas, Error format, Files, Legend presentation contract, Runtime validation, schema_version policy, Shared definitions (common.schema.json), Visual quality and engineering truth - -### Community 391 - "enum" -Cohesion: 0.22 -Nodes (9): auto, bottom-channel, drop, straight, route, enum, outside-right, return-left (+1 more) - -### Community 392 - "enum" -Cohesion: 0.22 -Nodes (9): dashed, default, emphasis, security, variant, enum, $ref, exception (+1 more) - -### Community 393 - "generate-validators.mjs" -Cohesion: 0.22 -Nodes (8): ajv, diagramTypes, __dirname, output, root, schemaIds, schemasDir, validatorCode - -### Community 394 - "authored-reachability.test.mjs" -Cohesion: 0.22 -Nodes (5): CASES, __dirname, skillRoot, template, tmp - -### Community 395 - "chapter-delta-preview.test.mjs" -Cohesion: 0.22 -Nodes (5): CASES, __dirname, PROOF_CASES, skillRoot, tmp - -### Community 396 - "cli.test.mjs" -Cohesion: 0.22 -Nodes (4): cli, __dirname, skillRoot, tmp - -### Community 397 - "readme-showcase.test.mjs" -Cohesion: 0.25 -Nodes (7): assetPath, __dirname, inspectGif(), receiptPath, repoRoot, skillRoot, skipSubBlocks() - -### Community 398 - "repository-evidence.test.mjs" -Cohesion: 0.25 -Nodes (5): cli, fixture(), git(), here, skillRoot - -### Community 399 - "run_smoke_test" -Cohesion: 0.31 -Nodes (7): main(), Any, Path, Smoke test execution CLI., run_smoke_test(), Unit tests for smoke test execution., test_smoke_test_execution_valid() - -### Community 400 - "open-artifact.mjs" -Cohesion: 0.39 -Nodes (5): launchTarget(), openArtifact(), OPENERS, openLoopbackUrl(), target - -### Community 401 - "Delivery contract" -Cohesion: 0.25 -Nodes (7): Automated visual evidence, Delivery contract, Handoff receipt, Last-Good Live Preview, Optional opening, Perceptual delivery gate, Validate and deliver - -### Community 402 - "enum" -Cohesion: 0.36 -Nodes (8): enum, bottom, left, right, top, fromSide, toSide, enum - -### Community 403 - "wraps" -Cohesion: 0.25 -Nodes (8): $ref, via, wraps, items, type, items, minItems, type - -### Community 404 - "enum" -Cohesion: 0.25 -Nodes (8): enum, amber, cyan, emerald, orange, rose, slate, violet - -### Community 405 - "enum" -Cohesion: 0.36 -Nodes (8): enum, bottom, left, right, top, fromSide, toSide, enum - -### Community 406 - "enum" -Cohesion: 0.36 -Nodes (8): enum, bottom, left, right, top, fromSide, toSide, enum - -### Community 407 - "required" -Cohesion: 0.25 -Nodes (8): required, from, id, label, to, type, participant, y - -### Community 408 - "mainPath" -Cohesion: 0.25 -Nodes (8): $ref, items, minItems, type, mainPath, via, items, type - -### Community 409 - "animation.test.mjs" -Cohesion: 0.25 -Nodes (5): CASES, __dirname, NODE_COLLECTION, skillRoot, tmp - -### Community 410 - "guided-views.test.mjs" -Cohesion: 0.25 -Nodes (4): CASES, __dirname, skillRoot, tmp - -### Community 411 - "landing.test.mjs" -Cohesion: 0.25 -Nodes (7): __dirname, docsRoot, landing, manifest, proofs, repoRoot, skillRoot - -### Community 412 - "preset-tryon.test.mjs" -Cohesion: 0.25 -Nodes (4): CASES, __dirname, skillRoot, tmp - -### Community 413 - "reach-share-card.test.mjs" -Cohesion: 0.25 -Nodes (5): CASES, __dirname, repoRoot, skillRoot, tmp - -### Community 414 - "relationship-direct-explorer.test.mjs" -Cohesion: 0.25 -Nodes (5): CASES, __dirname, skillRoot, template, tmp - -### Community 415 - "relationship-lens.test.mjs" -Cohesion: 0.25 -Nodes (4): CASES, __dirname, skillRoot, tmp - -### Community 416 - "relationship-permalink.test.mjs" -Cohesion: 0.25 -Nodes (4): CASES, __dirname, skillRoot, tmp - -### Community 417 - "release-identity.test.mjs" -Cohesion: 0.32 -Nodes (6): checker, here, repoRoot, writeFile(), writeValidDevelopmentFixture(), writeValidStableFixture() - -### Community 418 - "repair-receipt.test.mjs" -Cohesion: 0.25 -Nodes (4): cli, here, skillRoot, tmp - -### Community 419 - "route-journey.test.mjs" -Cohesion: 0.25 -Nodes (5): CASES, __dirname, skillRoot, template, tmp - -### Community 420 - "route-share-card.test.mjs" -Cohesion: 0.25 -Nodes (5): CASES, __dirname, repoRoot, skillRoot, tmp - -### Community 421 - "semantic-legend-gateway.test.mjs" -Cohesion: 0.25 -Nodes (4): CASES, __dirname, skillRoot, tmp - -### Community 422 - "sequence-column-fit.test.mjs" -Cohesion: 0.32 -Nodes (6): __dirname, labelledSequence(), render(), renderOutcome(), skillRoot, wideSequence() - -### Community 423 - "share-card-export.test.mjs" -Cohesion: 0.25 -Nodes (5): CASES, here, repoRoot, skillRoot, tmp - -### Community 424 - "story-carrier.test.mjs" -Cohesion: 0.25 -Nodes (5): CASES, __dirname, skillRoot, template, tmp - -### Community 425 - "story-director-strip.test.mjs" -Cohesion: 0.25 -Nodes (5): CASES, __dirname, skillRoot, template, tmp - -### Community 426 - "story-follow-camera.test.mjs" -Cohesion: 0.25 -Nodes (5): CASES, __dirname, skillRoot, template, tmp - -### Community 427 - "story-moment-link.test.mjs" -Cohesion: 0.25 -Nodes (5): CASES, __dirname, skillRoot, template, tmp - -### Community 428 - "story-shelf.test.mjs" -Cohesion: 0.25 -Nodes (5): CASES, __dirname, skillRoot, template, tmp - -### Community 429 - "properties" -Cohesion: 0.32 -Nodes (8): properties, properties, type, type, hash, path, version, type - -### Community 431 - "Sequence Renderer" -Cohesion: 0.29 -Nodes (6): Column fit, Design Rules, Input, Layout budget, Legend, Sequence Renderer - -### Community 432 - "enum" -Cohesion: 0.29 -Nodes (7): auto, bottom-channel, straight, top-channel, route, enum, vertical-channel - -### Community 433 - "enum" -Cohesion: 0.29 -Nodes (7): dashed, default, emphasis, return, security, variant, enum - -### Community 434 - "required" +### Community 104 - "required" Cohesion: 0.29 Nodes (7): diagram_type, lanes, meta, nodes, schema_version, required, edges -### Community 435 - "enum" -Cohesion: 0.29 -Nodes (7): return, role, enum, async, branch, error, main +### Community 105 - "required" +Cohesion: 0.15 +Nodes (13): anchor_text, candidate_id, order_index, parent_block_id, source, source_extractor, items, type (+5 more) -### Community 436 - "chapter-handoff.test.mjs" -Cohesion: 0.29 -Nodes (4): CASES, __dirname, skillRoot, tmp +### Community 106 - "properties" +Cohesion: 0.15 +Nodes (13): author_candidates, subtitle_candidates, title_candidates, type, items, type, additionalProperties, required (+5 more) -### Community 437 - "chapter-rail.test.mjs" -Cohesion: 0.29 -Nodes (4): CASES, __dirname, skillRoot, tmp +### Community 107 - "convert_article" +Cohesion: 0.15 +Nodes (13): assemble_markdown_document(), clean_body_images(), convert_article(), Path, Preserva imagens com URL absoluta http/https, remove relativas/data:/vazias e…, Monta a estrutura final do documento Markdown respeitando a ordem estrita do…, Executa a leitura do JSON, validação, conversão e escrita atômica do arquivo…, Valida descarte de data:, relativos e deduplicação mantendo a primeira… (+5 more) -### Community 438 - "diagram-guide.test.mjs" -Cohesion: 0.29 -Nodes (4): CASES, __dirname, skillRoot, tmp +### Community 108 - "Any" +Cohesion: 0.15 +Nodes (6): _http_post_json(), Any, Path, Helper de baixo nível para envio de requisições POST JSON via urllib.request., Salva o arquivo de mídia dedicado com envelope mínimo., save_media_json() -### Community 439 - "finder.test.mjs" -Cohesion: 0.29 -Nodes (4): CASES, __dirname, skillRoot, tmp +### Community 109 - "extract_google_news.py" +Cohesion: 0.22 +Nodes (12): extract_google_news(), ExtractionResult, _fetch_rss_content(), get_hl_gl_ceid(), Mapeia idioma e locale para os parâmetros hl, gl e ceid do Google News., Resolve em paralelo as URLs intermediárias do Google News para os links finais…, Realiza a requisição ao feed RSS utilizando a biblioteca Foxcape como motor…, Orquestra a consulta ao Google News e retorna o resultado consolidado com URLs… (+4 more) -### Community 440 - "intent-trace.test.mjs" -Cohesion: 0.29 -Nodes (4): CASES, __dirname, skillRoot, tmp +### Community 110 - "object" +Cohesion: 0.15 +Nodes (13): type, object, additionalProperties, type, newspaper4k, raw_json, readability, trafilatura (+5 more) -### Community 441 - "motion-governor.test.mjs" -Cohesion: 0.29 -Nodes (4): CASES, __dirname, skillRoot, tmp - -### Community 442 - "presentation.test.mjs" -Cohesion: 0.29 -Nodes (4): CASES, __dirname, skillRoot, tmp - -### Community 443 - "preview.test.mjs" -Cohesion: 0.33 -Nodes (4): here, skillRoot, stateAt(), waitForState() - -### Community 444 - "relationship-pulse.test.mjs" -Cohesion: 0.29 -Nodes (4): CASES, __dirname, skillRoot, tmp - -### Community 445 - "route-probe.test.mjs" -Cohesion: 0.29 -Nodes (4): CASES, __dirname, skillRoot, tmp - -### Community 446 - "semantic-camera.test.mjs" -Cohesion: 0.29 -Nodes (4): CASES, __dirname, skillRoot, tmp - -### Community 447 - "semantic-flow.test.mjs" -Cohesion: 0.29 -Nodes (4): CASES, __dirname, skillRoot, tmp - -### Community 448 - "semantic-lens.test.mjs" -Cohesion: 0.29 -Nodes (4): CASES, __dirname, skillRoot, tmp - -### Community 449 - "semantic-passport.test.mjs" -Cohesion: 0.29 -Nodes (4): CASES, __dirname, skillRoot, tmp - -### Community 450 - "semantic-zoom.test.mjs" -Cohesion: 0.29 -Nodes (4): CASES, __dirname, skillRoot, tmp - -### Community 451 - "story-beat-navigator.test.mjs" -Cohesion: 0.29 -Nodes (5): CASES, __dirname, skillRoot, template, tmp - -### Community 452 - "story-horizon.test.mjs" -Cohesion: 0.29 -Nodes (5): CASES, __dirname, skillRoot, template, tmp - -### Community 453 - "tags" +### Community 111 - "tags" Cohesion: 0.29 Nodes (7): minLength, tags, items, maxItems, minItems, type, uniqueItems -### Community 454 - "test_benchmark_24.py" +### Community 112 - "properties" +Cohesion: 0.15 +Nodes (13): minimum, type, minimum, type, properties, minimum, type, minimum (+5 more) + +### Community 113 - "test_equivalence_mapping.py" +Cohesion: 0.26 +Nodes (11): compute_sequence_similarity(), map_candidate_equivalences(), normalize_text_for_comparison(), Non-destructive candidate equivalence mapping using difflib.SequenceMatcher…, Normalizes Unicode text and collapses whitespace without regular expressions., Computes character/token sequence ratio using standard library difflib., Non-destructively annotates candidate objects with equivalent candidate IDs…, Unit tests for sequence equivalence mapping covering scenarios CAN-001 to… (+3 more) + +### Community 114 - "properties" +Cohesion: 0.15 +Nodes (13): type, type, properties, type, confidence, entity_id, name, relation_type (+5 more) + +### Community 115 - "entries" +Cohesion: 0.17 +Nodes (12): additionalProperties, properties, type, additionalProperties, properties, type, enum, $ref (+4 more) + +### Community 116 - "sequence.schema.json" +Cohesion: 0.17 +Nodes (11): additionalProperties, $id, diagram_type, meta, schema_version, required, $schema, title (+3 more) + +### Community 117 - "properties" +Cohesion: 0.12 +Nodes (16): type, $ref, const, title, additionalProperties, required, type, properties (+8 more) + +### Community 118 - "semantic-radar.test.mjs" +Cohesion: 0.21 +Nodes (8): CASES, __dirname, dragMouse(), evaluate(), loadArtifact(), radarRects(), skillRoot, tmp + +### Community 119 - "properties" +Cohesion: 0.17 +Nodes (12): titulo, additionalProperties, properties, required, type, url, input_meta, pagina (+4 more) + +### Community 120 - "properties" +Cohesion: 0.17 +Nodes (12): minLength, type, type, properties, domain, graph_version, target_entity_id, target_name (+4 more) + +### Community 121 - "architecture.schema.json" +Cohesion: 0.18 +Nodes (10): additionalProperties, $id, diagram_type, meta, schema_version, required, $schema, title (+2 more) + +### Community 122 - "legendEntry" +Cohesion: 0.18 +Nodes (11): legendEntry, maxLength, minLength, type, additionalProperties, minProperties, properties, type (+3 more) + +### Community 123 - "degraded.test.mjs" +Cohesion: 0.20 +Nodes (8): ARRAY_FIELDS, assertFriendlyFailure(), __dirname, EXAMPLES, installedRoot, render(), skillRoot, tmp + +### Community 124 - "viewer-chrome-layout.test.mjs" +Cohesion: 0.25 +Nodes (8): CASES, __dirname, evaluate(), finalGeometry(), load(), skillRoot, tmp, waitForLayout() + +### Community 125 - "paths" +Cohesion: 0.18 +Nodes (11): output_dir, sqlite_db, type, additionalProperties, properties, required, type, output_dir (+3 more) + +### Community 126 - "properties" +Cohesion: 0.18 +Nodes (11): type, type, type, cleaned_html, cleaned_text, error, short_title, title (+3 more) + +### Community 127 - "properties" +Cohesion: 0.18 +Nodes (11): additionalProperties, properties, input_meta, quando_publicado, subtitulo, titulo, url, type (+3 more) + +### Community 128 - "properties" +Cohesion: 0.22 +Nodes (11): type, null, string, properties, author_candidate_id, repairs, subtitle_candidate_id, title_candidate_id (+3 more) + +### Community 129 - "repository-evidence.mjs" +Cohesion: 0.47 +Nodes (9): evidenceFailure(), githubSlug(), gitValue(), hasRepositoryEvidence(), runGit(), sourceHref(), sourceLineCount(), verifiedSourcePath() (+1 more) + +### Community 130 - "properties" +Cohesion: 0.20 +Nodes (10): $ref, properties, maxLength, type, dot, id, note, title (+2 more) + +### Community 131 - "enum" +Cohesion: 0.20 +Nodes (10): external, neutral, type, enum, active, decision, failure, start (+2 more) + +### Community 132 - "entries" +Cohesion: 0.20 +Nodes (10): additionalProperties, properties, type, additionalProperties, properties, type, $ref, entries (+2 more) + +### Community 133 - "properties" +Cohesion: 0.10 +Nodes (20): enum, blueprint, classic, editorial, none, signal-flow, trace, properties (+12 more) + +### Community 134 - "properties" +Cohesion: 0.20 +Nodes (10): $ref, const, minItems, type, properties, cards, diagram_type, lanes (+2 more) + +### Community 135 - "ordinary-model-floor.test.mjs" +Cohesion: 0.20 +Nodes (5): benchmark, here, repoRoot, skillRoot, tmp + +### Community 136 - "output-path.test.mjs" +Cohesion: 0.20 +Nodes (6): baseFixture, cli, headFixture, here, skillRoot, workflowFixture + +### Community 137 - "preview-contract.test.mjs" +Cohesion: 0.20 +Nodes (9): chinese, delivery, english, here, readme, repoRoot, roadmap, skill (+1 more) + +### Community 138 - "real-repository-proof.test.mjs" +Cohesion: 0.20 +Nodes (7): artifactPath, cli, __dirname, repoRoot, shareCardPath, skillRoot, sourcePath + +### Community 139 - "v1-compatibility.test.mjs" +Cohesion: 0.20 +Nodes (4): __dirname, OFFICIAL_V1_EXAMPLES, skillRoot, tmp + +### Community 140 - "resolve_article_body" +Cohesion: 0.20 +Nodes (10): Obtém o corpo do artigo exclusivamente do selected_extractor com fallback…, resolve_article_body(), Testa prioridade trafilatura.markdown sobre trafilatura.text., Testa prioridade newspaper4k.article_html sobre newspaper4k.text., Testa prioridade readability.cleaned_html sobre readability.cleaned_text., Garante erro ao receber selected_extractor ausente ou não reconhecido., test_resolve_article_body_invalid_selected_extractor(), test_resolve_article_body_newspaper4k_primary_and_fallback() (+2 more) + +### Community 141 - "SearchQuery" +Cohesion: 0.20 +Nodes (6): Value Object com parâmetros de busca validados., SearchQuery, Valida E2E o fluxo completo de busca, parsing e resolução de URLs reais ao vivo., Valida as regras de negócio e limites de SearchQuery., test_e2e_extract_google_news_live_pipeline(), test_search_query_validation() + +### Community 142 - "kept_block_ids" +Cohesion: 0.20 +Nodes (10): type, items, minItems, type, uniqueItems, items, type, uniqueItems (+2 more) + +### Community 143 - "properties" +Cohesion: 0.22 +Nodes (10): type, type, properties, integer, null, string, type, crawled_url (+2 more) + +### Community 144 - "type" +Cohesion: 0.20 +Nodes (10): items, type, items, type, type, items, type, aliases (+2 more) + +### Community 145 - "enum" +Cohesion: 0.22 +Nodes (9): auto, bottom-channel, drop, straight, top-channel, route, enum, left-channel (+1 more) + +### Community 146 - "enum" +Cohesion: 0.22 +Nodes (9): auto, bottom-channel, drop, straight, route, enum, outside-right, return-left (+1 more) + +### Community 147 - "enum" +Cohesion: 0.22 +Nodes (9): dashed, default, emphasis, security, variant, enum, $ref, exception (+1 more) + +### Community 148 - "generate-validators.mjs" +Cohesion: 0.22 +Nodes (8): ajv, diagramTypes, __dirname, output, root, schemaIds, schemasDir, validatorCode + +### Community 149 - "authored-reachability.test.mjs" +Cohesion: 0.22 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 150 - "chapter-delta-preview.test.mjs" +Cohesion: 0.22 +Nodes (5): CASES, __dirname, PROOF_CASES, skillRoot, tmp + +### Community 151 - "cli.test.mjs" +Cohesion: 0.22 +Nodes (4): cli, __dirname, skillRoot, tmp + +### Community 152 - "readme-showcase.test.mjs" +Cohesion: 0.25 +Nodes (7): assetPath, __dirname, inspectGif(), receiptPath, repoRoot, skillRoot, skipSubBlocks() + +### Community 153 - "repository-evidence.test.mjs" +Cohesion: 0.25 +Nodes (5): cli, fixture(), git(), here, skillRoot + +### Community 154 - "sqlite" +Cohesion: 0.22 +Nodes (9): busy_timeout_ms, minimum, type, busy_timeout_ms, sqlite, additionalProperties, properties, required (+1 more) + +### Community 155 - "required" +Cohesion: 0.22 +Nodes (9): entity_id, name, relation_type, weight, additionalProperties, required, related_entities, items (+1 more) + +### Community 156 - "pricing" +Cohesion: 0.22 +Nodes (9): fallback_input_1k, fallback_output_1k, primary_input_1k, primary_output_1k, additionalProperties, description, required, type (+1 more) + +### Community 157 - "article-input.schema.json" +Cohesion: 0.22 +Nodes (8): additionalProperties, $id, selected_extractor, required, $schema, title, type, x-contract-version + +### Community 158 - "enum" +Cohesion: 0.28 +Nodes (9): newspaper4k, readability, trafilatura, selected_extractor, source_extractor, enum, type, enum (+1 more) + +### Community 159 - "run_preflight_checks" +Cohesion: 0.31 +Nodes (7): main(), Any, Path, Preflight configuration and environment certification CLI., run_preflight_checks(), Unit tests for preflight verification against release metadata., test_preflight_checks_pass() + +### Community 160 - "Extraction Pipeline Checklist: Article Content Multi-Engine Extractor" +Cohesion: 0.05 +Nodes (34): 1. Requirement Completeness, 2. Requirement Clarity & Non-Ambiguity, 3. Requirement Consistency & Data Contracts, 4. Scenario & Edge Case Coverage, 5. Non-Functional & Operational Readiness, Extraction Pipeline Checklist: Article Content Multi-Engine Extractor, Notes, Content Quality (+26 more) + +### Community 161 - "parametrize" +Cohesion: 0.22 +Nodes (9): parametrize, Garante aceitação de URLs absolutas com esquema HTTP e HTTPS válidos., Garante rejeição de esquemas não permitidos, URLs relativas e strings vazias., Garante que a ausência de corpo no extrator selecionado NUNCA faça fallback…, Garante que todos os placeholders documentados no PRD sejam descartados…, test_normalize_scalar_placeholders_discarded(), test_resolve_article_body_strict_isolation_all_extractors(), test_validate_url_invalid_schemes() (+1 more) + +### Community 162 - "open-artifact.mjs" +Cohesion: 0.39 +Nodes (5): launchTarget(), openArtifact(), OPENERS, openLoopbackUrl(), target + +### Community 163 - "enum" +Cohesion: 0.36 +Nodes (8): enum, bottom, left, right, top, fromSide, toSide, enum + +### Community 164 - "wraps" +Cohesion: 0.25 +Nodes (8): $ref, via, wraps, items, type, items, minItems, type + +### Community 165 - "enum" +Cohesion: 0.25 +Nodes (8): enum, amber, cyan, emerald, orange, rose, slate, violet + +### Community 166 - "enum" +Cohesion: 0.36 +Nodes (8): enum, bottom, left, right, top, fromSide, toSide, enum + +### Community 167 - "enum" +Cohesion: 0.36 +Nodes (8): enum, bottom, left, right, top, fromSide, toSide, enum + +### Community 168 - "mainPath" +Cohesion: 0.25 +Nodes (8): $ref, items, minItems, type, mainPath, via, items, type + +### Community 169 - "animation.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, NODE_COLLECTION, skillRoot, tmp + +### Community 170 - "guided-views.test.mjs" +Cohesion: 0.25 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 171 - "landing.test.mjs" +Cohesion: 0.25 +Nodes (7): __dirname, docsRoot, landing, manifest, proofs, repoRoot, skillRoot + +### Community 172 - "preset-tryon.test.mjs" +Cohesion: 0.25 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 173 - "reach-share-card.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, repoRoot, skillRoot, tmp + +### Community 174 - "relationship-direct-explorer.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 175 - "relationship-lens.test.mjs" +Cohesion: 0.25 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 176 - "relationship-permalink.test.mjs" +Cohesion: 0.25 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 177 - "release-identity.test.mjs" +Cohesion: 0.32 +Nodes (6): checker, here, repoRoot, writeFile(), writeValidDevelopmentFixture(), writeValidStableFixture() + +### Community 178 - "repair-receipt.test.mjs" +Cohesion: 0.25 +Nodes (4): cli, here, skillRoot, tmp + +### Community 179 - "route-journey.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 180 - "route-share-card.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, repoRoot, skillRoot, tmp + +### Community 181 - "semantic-legend-gateway.test.mjs" +Cohesion: 0.25 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 182 - "sequence-column-fit.test.mjs" +Cohesion: 0.32 +Nodes (6): __dirname, labelledSequence(), render(), renderOutcome(), skillRoot, wideSequence() + +### Community 183 - "share-card-export.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, here, repoRoot, skillRoot, tmp + +### Community 184 - "story-carrier.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 185 - "story-director-strip.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 186 - "story-follow-camera.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 187 - "story-moment-link.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 188 - "story-shelf.test.mjs" +Cohesion: 0.25 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 189 - "enum" +Cohesion: 0.25 +Nodes (8): advertisement, duplicate, navigation, newsletter, non_editorial, player_interface, recommendation, enum + +### Community 190 - "media-output.schema.json" +Cohesion: 0.25 +Nodes (7): articles, additionalProperties, description, required, $schema, title, type + +### Community 191 - "required" +Cohesion: 0.25 +Nodes (8): author_candidate_id, kept_block_ids, kept_image_ids, kept_link_ids, repairs, subtitle_candidate_id, title_candidate_id, required + +### Community 192 - "provider_versions" +Cohesion: 0.33 +Nodes (6): enrichment, hygiene, provider_versions, additionalProperties, properties, required + +### Community 193 - "manifest-output.schema.json" +Cohesion: 0.25 +Nodes (7): additionalProperties, allOf, $id, $schema, title, type, x-contract-version + +### Community 194 - "enum" +Cohesion: 0.25 +Nodes (8): embed, image, images, mixed, video, enum, type, media_type + +### Community 195 - "verify_all_11_invariants" +Cohesion: 0.32 +Nodes (6): Any, Release-wide critical quality assertion suite verifying the 11 critical…, Evaluates the 11 release-wide critical invariants., verify_all_11_invariants(), 11 zero-tolerance release invariants validation runner., test_11_invariants_all_pass() + +### Community 197 - "revision" Cohesion: 0.29 -Nodes (5): classifier(), fixture, parametrize, Controlled 24-case benchmark suite for Multilingual NLP Entity Inherence…, test_benchmark_case() +Nodes (7): revision, url, properties, pattern, type, pattern, type -### Community 455 - "Data Flow Renderer" +### Community 198 - "enum" +Cohesion: 0.29 +Nodes (7): auto, bottom-channel, straight, top-channel, route, enum, vertical-channel + +### Community 199 - "Especificação de prompt, contexto e harness — Runtime" +Cohesion: 0.05 +Nodes (36): 10. Política de provider, 11.1 Fonte, 11.2 Casos obrigatórios de reparo, 11.3 Assertions, 11. Promptfoo, 12. Contexto registrado no Langfuse, 13. Critérios de aceite, 1. Objetivo (+28 more) + +### Community 200 - "workflow.schema.json" +Cohesion: 0.15 +Nodes (12): additionalProperties, $defs, side, $id, bottom, left, right, top (+4 more) + +### Community 201 - "enum" +Cohesion: 0.29 +Nodes (7): return, role, enum, async, branch, error, main + +### Community 202 - "chapter-handoff.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 203 - "chapter-rail.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 204 - "diagram-guide.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 205 - "finder.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 206 - "intent-trace.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 207 - "motion-governor.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 208 - "presentation.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 209 - "preview.test.mjs" Cohesion: 0.33 -Nodes (5): Data Flow Renderer, Design Rules, Input, Layout budget, Legend +Nodes (4): here, skillRoot, stateAt(), waitForState() -### Community 456 - "Lifecycle Renderer" +### Community 210 - "relationship-pulse.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 211 - "route-probe.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 212 - "semantic-camera.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 213 - "semantic-flow.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 214 - "semantic-lens.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 215 - "semantic-passport.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 216 - "semantic-zoom.test.mjs" +Cohesion: 0.29 +Nodes (4): CASES, __dirname, skillRoot, tmp + +### Community 217 - "Implementation Tasks: Article Consolidation and Hygiene Runtime" +Cohesion: 0.05 +Nodes (36): Dependencies & Execution Order, Foundation & Incremental Pipeline Flow, Implementation for Model Gateway, Implementation for User Story 1, Implementation for User Story 2, Implementation for User Story 3, Implementation for User Story 4, Implementation for User Story 5 (+28 more) + +### Community 218 - "story-beat-navigator.test.mjs" +Cohesion: 0.29 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 219 - "story-horizon.test.mjs" +Cohesion: 0.29 +Nodes (5): CASES, __dirname, skillRoot, template, tmp + +### Community 220 - "enum" +Cohesion: 0.29 +Nodes (7): completed_text, failed_processing, failed_validation, rejected_ecp, enum, type, final_status + +### Community 221 - "required" +Cohesion: 0.25 +Nodes (8): confidence, evidences, additionalProperties, required, type, category, rationale, ecp_classification + +### Community 222 - "required" +Cohesion: 0.29 +Nodes (7): crawled_url, http_status, input_meta, page_title, required, content_type, media_type + +### Community 223 - "enum" +Cohesion: 0.29 +Nodes (7): heading, list_item, paragraph, quote, type, enum, type + +### Community 224 - "parse_arguments" +Cohesion: 0.29 +Nodes (7): main(), parse_arguments(), Namespace, Configura o parser de argumentos do CLI., Ponto de entrada do CLI., Testa a chamada direta do parse_arguments., test_parse_arguments_api_direct() + +### Community 225 - "NewsArticle" +Cohesion: 0.29 +Nodes (5): NewsArticle, Any, Entidade que representa uma notícia extraída., Valida a resolução concorrente em lote de uma lista de NewsArticle., test_resolve_articles_urls_batch() + +### Community 226 - "ecp-snapshot.schema.json" +Cohesion: 0.29 +Nodes (6): description, $id, $ref, $schema, title, x-contract-version + +### Community 227 - "hygiene-response.schema.json" +Cohesion: 0.29 +Nodes (6): additionalProperties, $id, $schema, title, type, x-contract-version + +### Community 228 - "items" +Cohesion: 0.29 +Nodes (7): description, items, type, additionalProperties, type, properties, articles + +### Community 229 - "test_cli_subprocess_pipeline.py" Cohesion: 0.33 -Nodes (5): Design Rules, Input, Layout budget, Legend, Lifecycle Renderer +Nodes (6): Path, Subprocess-level integration tests for CLI consolidate.py verifying normative…, Passing an invalid article JSON (missing url/title/etc) exits with code 1., Passing a nonexistent config file exits with code 2 (preflight/config error)., test_cli_subprocess_invalid_schema_exit_code_1(), test_cli_subprocess_missing_config_exit_code_2() -### Community 457 - "Workflow Renderer" -Cohesion: 0.33 -Nodes (5): Design Rules, Input, Layout budget, Legend, Workflow Renderer - -### Community 458 - "enum" +### Community 230 - "enum" Cohesion: 0.33 Nodes (6): auto, straight, route, enum, orthogonal-h, orthogonal-v -### Community 459 - "enum" +### Community 231 - "enum" Cohesion: 0.33 Nodes (6): blueprint, classic, editorial, signal-flow, visual_preset, enum -### Community 460 - "size" +### Community 232 - "repository" +Cohesion: 0.33 +Nodes (6): url, repository, additionalProperties, required, type, revision + +### Community 233 - "size" Cohesion: 0.33 Nodes (6): size, items, maxItems, minItems, prefixItems, type -### Community 461 - "viewBox" +### Community 234 - "viewBox" Cohesion: 0.33 Nodes (6): viewBox, items, maxItems, minItems, prefixItems, type -### Community 462 - "point" +### Community 235 - "point" Cohesion: 0.33 Nodes (6): point, items, maxItems, minItems, prefixItems, type -### Community 463 - "enum" -Cohesion: 0.33 -Nodes (6): blueprint, classic, editorial, signal-flow, visual_preset, enum +### Community 236 - "Functional Requirements" +Cohesion: 0.06 +Nodes (33): Assumptions, Deterministic Structural Candidate Model, ECP Gate and Relevance Enforcement, Edge Cases, Feature Specification: Article Consolidation and Hygiene Runtime, Functional Requirements, Input, Validation, and Fingerprinting Contracts, Key Entities (+25 more) -### Community 464 - "viewBox" +### Community 237 - "viewBox" Cohesion: 0.33 Nodes (6): viewBox, items, maxItems, minItems, prefixItems, type -### Community 466 - "render-output-checks.test.mjs" +### Community 239 - "render-output-checks.test.mjs" Cohesion: 0.33 Nodes (4): checker, __dirname, skillRoot, tmp -### Community 467 - "skill-metadata.test.mjs" +### Community 240 - "skill-metadata.test.mjs" Cohesion: 0.33 Nodes (5): authoringContract, frontmatter, here, skill, skillRoot -### Community 468 - "story-trail.test.mjs" +### Community 241 - "story-trail.test.mjs" Cohesion: 0.33 Nodes (4): CASES, __dirname, skillRoot, tmp -### Community 469 - "prompts" +### Community 242 - "required" Cohesion: 0.33 -Nodes (6): article_content_hygiene, article_sentiment_tags, additionalProperties, required, type, prompts +Nodes (6): aliases, anchors, domain, target_entity_id, target_name, required -### Community 470 - "meta" +### Community 243 - "convert_html_to_markdown" +Cohesion: 0.33 +Nodes (6): convert_html_to_markdown(), Converte HTML para Markdown usando títulos ATX, removendo scripts e estilos., Valida conversão de elementos HTML estruturados para Markdown com títulos ATX., Testa conversão de HTML vazio retornando string vazia., test_convert_html_to_markdown_empty_or_whitespace(), test_convert_html_to_markdown_rich_formatting() + +### Community 244 - "parse_google_news_rss" +Cohesion: 0.33 +Nodes (6): _normalize_text_for_comparison(), parse_google_news_rss(), Remove pontuação e espaços extras para comparação de redundância., Parseia o XML do RSS do Google News e extrai os itens estruturados., Valida o parsing do feed RSS, higienização de tags HTML e deduplicação., test_parse_google_news_rss_with_fixture() + +### Community 246 - "enum" +Cohesion: 0.33 +Nodes (6): newspaper4k, readability, trafilatura, selected_extractor, enum, type + +### Community 247 - "enum" +Cohesion: 0.33 +Nodes (6): newspaper4k, readability, trafilatura, selected_extractor, enum, type + +### Community 248 - "PRD — Seleção determinística da biblioteca de extração de conteúdo" +Cohesion: 0.07 +Nodes (29): 10. Requisitos não funcionais, 11. Critérios de aceite, 12. Casos obrigatórios de teste, 13. Definition of Done, 1. Contexto, 2. Objetivo, 3.1 Incluído, 3.2 Fora do escopo (+21 more) + +### Community 249 - "build_minimal_hygiene_projection" Cohesion: 0.40 -Nodes (5): title, additionalProperties, required, type, meta +Nodes (5): build_minimal_hygiene_projection(), Any, Projects only the strictly necessary candidate tokens for the LLM prompt. Omits…, Adversarial prompt injection evaluation (SEC-004)., test_adversarial_injection_treated_as_passive_data() -### Community 471 - "layout" +### Community 250 - "ecp-profile.schema.json" +Cohesion: 0.33 +Nodes (5): additionalProperties, $id, $schema, title, type + +### Community 251 - "layout" Cohesion: 0.40 Nodes (5): additionalProperties, required, type, layout, mode -### Community 472 - "enum" -Cohesion: 0.40 -Nodes (5): legendMode, auto, enum, all, hidden - -### Community 473 - "focus" +### Community 252 - "focus" Cohesion: 0.40 Nodes (5): items, minItems, type, $ref, focus -### Community 474 - "enum" +### Community 253 - "enum" Cohesion: 0.40 Nodes (5): description, enum, column_fit, fixed, spread -### Community 475 - "meta" -Cohesion: 0.40 -Nodes (5): title, additionalProperties, required, type, meta +### Community 254 - "adr_002.md" +Cohesion: 0.07 +Nodes (29): ADR-002 — Utilizar Qwen3.5 2B local com fallback operacional Groq e OmniRoute, Alternativas consideradas, Apenas Ollama, Chamar vários modelos e escolher maioria, Configuração do modelo, Configuração e secrets, Consequências positivas, Contexto (+21 more) -### Community 476 - "render-examples.mjs" +### Community 255 - "render-examples.mjs" Cohesion: 0.40 Nodes (4): __dirname, outputRoot, skillRoot, TARGETS -### Community 477 - "authoring-safety-contract.test.mjs" +### Community 256 - "authoring-safety-contract.test.mjs" Cohesion: 0.40 Nodes (4): authoringContract, __dirname, skill, skillRoot -### Community 478 - "base-input-compatibility.test.mjs" +### Community 257 - "base-input-compatibility.test.mjs" Cohesion: 0.40 Nodes (3): here, skillRoot, tmp -### Community 480 - "validate_certified_cheap_model" +### Community 259 - "eval_runner.py" +Cohesion: 0.60 +Nodes (4): aggregate_evaluation_results(), Any, Evaluation runner and metric aggregator without duplicating prompt execution., run_offline_evaluations() + +### Community 260 - "validate_certified_cheap_model" Cohesion: 0.50 Nodes (4): Asserts that a model is in the certified cheap models whitelist., validate_certified_cheap_model(), Quality gate asserting zero expensive/powerful models in runtime roles or…, test_runtime_config_strictly_cheap_models() -### Community 481 - "enum" -Cohesion: 0.50 -Nodes (4): showcase, standard, quality_profile, enum - -### Community 482 - "enum" -Cohesion: 0.50 -Nodes (4): enum, kind, region, security-group - -### Community 483 - "sources" -Cohesion: 0.50 -Nodes (4): sources, maxItems, minItems, type - -### Community 484 - "via" -Cohesion: 0.50 -Nodes (4): $ref, via, items, type - -### Community 485 - "col" -Cohesion: 0.50 -Nodes (4): maximum, minimum, type, col - -### Community 486 - "via" -Cohesion: 0.50 -Nodes (4): $ref, via, items, type - -### Community 487 - "enum" +### Community 261 - "enum" Cohesion: 0.50 Nodes (4): enum, none, trace, animation -### Community 488 - "enum" +### Community 262 - "enum" Cohesion: 0.50 Nodes (4): showcase, standard, quality_profile, enum -### Community 489 - "bias" +### Community 263 - "enum" Cohesion: 0.50 -Nodes (4): maximum, minimum, type, bias +Nodes (4): enum, kind, region, security-group -### Community 490 - "col" +### Community 264 - "via" +Cohesion: 0.50 +Nodes (4): $ref, via, items, type + +### Community 265 - "col" Cohesion: 0.50 Nodes (4): maximum, minimum, type, col -### Community 491 - "toCol" +### Community 266 - "via" +Cohesion: 0.50 +Nodes (4): $ref, via, items, type + +### Community 267 - "prd.md" +Cohesion: 0.07 +Nodes (28): 10. Notícia curta com uma imagem, 11. Detecção estrutural prévia, 12. Entrada do classificador, 13. Saída do classificador, 14. Modelo primário, 15. Fallback de providers, 16. Condição para fallback, 17. Falha de todos os providers (+20 more) + +### Community 268 - "enum" +Cohesion: 0.50 +Nodes (4): showcase, standard, quality_profile, enum + +### Community 269 - "bias" +Cohesion: 0.50 +Nodes (4): maximum, minimum, type, bias + +### Community 270 - "Catálogo de métricas e KPIs — Runtime de consolidação de artigos" +Cohesion: 0.07 +Nodes (27): 10. Métricas de enriquecimento, 11. Métricas de LLM, 12. Sinais para futura revisão de prompt, 13. Métricas de persistência e idempotência, 14. Métricas de observabilidade, 15. Métricas de capacidade, 16.1 Staging, 16.2 Relatório obrigatório (+19 more) + +### Community 271 - "fromCol" +Cohesion: 0.50 +Nodes (4): maximum, minimum, type, fromCol + +### Community 272 - "toCol" Cohesion: 0.50 Nodes (4): toCol, maximum, minimum, type -### Community 493 - "cursor-onboarding.test.mjs" +### Community 274 - "cursor-onboarding.test.mjs" Cohesion: 0.50 Nodes (3): __dirname, repoRoot, skillRoot -### Community 494 - "delivery-contract.test.mjs" +### Community 275 - "delivery-contract.test.mjs" Cohesion: 0.50 Nodes (3): delivery, here, skill -### Community 495 - "guide-page.test.mjs" +### Community 276 - "guide-page.test.mjs" Cohesion: 0.50 Nodes (3): __dirname, repoRoot, skillRoot -### Community 497 - "start-page.test.mjs" +### Community 278 - "start-page.test.mjs" Cohesion: 0.50 Nodes (3): __dirname, repoRoot, skillRoot -### Community 501 - "col" -Cohesion: 0.67 -Nodes (3): minimum, type, col +### Community 279 - "build_release_metadata.py" +Cohesion: 0.50 +Nodes (3): build_release_metadata(), Path, Release packaging script generating src/core/release-metadata.json. -### Community 502 - "label" -Cohesion: 0.67 -Nodes (3): minLength, type, label +### Community 280 - "Tasks: [FEATURE NAME]" +Cohesion: 0.07 +Nodes (26): Dependencies & Execution Order, Format: `[ID] [P?] [Story] Description`, Implementation for User Story 1, Implementation for User Story 2, Implementation for User Story 3, Implementation Strategy, Incremental Delivery, MVP First (User Story 1 Only) (+18 more) -### Community 503 - "row" -Cohesion: 0.67 -Nodes (3): row, minimum, type +### Community 281 - "parse_arguments" +Cohesion: 0.50 +Nodes (4): parse_arguments(), Namespace, Valida que argumentos de linha de comando existentes continuam totalmente…, test_cli_argument_compatibility() -### Community 504 - "width" -Cohesion: 0.67 -Nodes (3): width, minimum, type +### Community 282 - "removal_reasons" +Cohesion: 0.50 +Nodes (4): type, removal_reasons, additionalProperties, type -### Community 505 - "height" -Cohesion: 0.67 -Nodes (3): minimum, type, height +### Community 283 - "kept_image_ids" +Cohesion: 0.50 +Nodes (4): items, type, uniqueItems, kept_image_ids -### Community 506 - "label" -Cohesion: 0.67 -Nodes (3): minLength, type, label +### Community 284 - "content_type" +Cohesion: 0.50 +Nodes (4): enum, type, media, content_type -### Community 507 - "row" +### Community 288 - "cellH" Cohesion: 0.67 -Nodes (3): row, minimum, type +Nodes (3): minimum, type, cellH -### Community 508 - "stage" -Cohesion: 0.67 -Nodes (3): stage, minimum, type - -### Community 509 - "width" -Cohesion: 0.67 -Nodes (3): width, minimum, type - -### Community 510 - "cornerRadius" -Cohesion: 0.67 -Nodes (3): minimum, type, cornerRadius - -### Community 511 - "height" -Cohesion: 0.67 -Nodes (3): minimum, type, height - -### Community 512 - "label" -Cohesion: 0.67 -Nodes (3): minLength, type, label - -### Community 513 - "width" -Cohesion: 0.67 -Nodes (3): width, minimum, type - -### Community 514 - "to" -Cohesion: 0.67 -Nodes (3): to, $ref, type - -### Community 515 - "y" -Cohesion: 0.67 -Nodes (3): y, minimum, type - -### Community 516 - "height" -Cohesion: 0.67 -Nodes (3): minimum, type, height - -### Community 517 - "label" -Cohesion: 0.67 -Nodes (3): minLength, type, label - -### Community 518 - "labelSegment" +### Community 289 - "labelSegment" Cohesion: 0.67 Nodes (3): minimum, type, labelSegment -### Community 519 - "width" +### Community 290 - "pad" +Cohesion: 0.67 +Nodes (3): minimum, type, pad + +### Community 291 - "row" +Cohesion: 0.67 +Nodes (3): row, minimum, type + +### Community 292 - "width" Cohesion: 0.67 Nodes (3): width, minimum, type +### Community 293 - "height" +Cohesion: 0.67 +Nodes (3): minimum, type, height + +### Community 294 - "label" +Cohesion: 0.67 +Nodes (3): minLength, type, label + +### Community 295 - "row" +Cohesion: 0.67 +Nodes (3): row, minimum, type + +### Community 296 - "stage" +Cohesion: 0.67 +Nodes (3): stage, minimum, type + +### Community 297 - "width" +Cohesion: 0.67 +Nodes (3): width, minimum, type + +### Community 298 - "cornerRadius" +Cohesion: 0.67 +Nodes (3): minimum, type, cornerRadius + +### Community 299 - "height" +Cohesion: 0.67 +Nodes (3): minimum, type, height + +### Community 300 - "label" +Cohesion: 0.67 +Nodes (3): minLength, type, label + +### Community 301 - "width" +Cohesion: 0.67 +Nodes (3): width, minimum, type + +### Community 302 - "speckit-analyze/SKILL.md" +Cohesion: 0.08 +Nodes (25): 1. Initialize Analysis Context, 2. Load Artifacts (Progressive Disclosure), 3. Build Semantic Models, 4. Detection Passes (Token-Efficient Analysis), 5. Severity Assignment, 6. Produce Compact Analysis Report, 7. Provide Next Actions, 8. Offer Remediation (+17 more) + +### Community 303 - "What You Must Do When Invoked" +Cohesion: 0.08 +Nodes (24): For /graphify add and --watch, For /graphify query, For the commit hook and native CLAUDE.md integration, For --update and --cluster-only, /graphify, Honesty Rules, Interpreter guard for subcommands, Part A - Structural extraction for code files (+16 more) + +### Community 304 - "height" +Cohesion: 0.67 +Nodes (3): minimum, type, height + +### Community 305 - "labelSegment" +Cohesion: 0.67 +Nodes (3): minimum, type, labelSegment + +### Community 310 - "Extrator de Notícias do Google News — Guia Completo de Funcionamento" +Cohesion: 0.08 +Nodes (24): 1. Visão geral (arquitetura), 2.1 DTO de entrada (`googlenews_etl/application/dtos/extract_news_dto.py`), 2.2 Value Object de validação (`googlenews_etl/domain/entities/search_query.py`), 2. Entrada, 3.1 O caso de uso (`googlenews_etl/application/use_cases/extract_news_use_case.py`), 3.2 A porta (`googlenews_etl/domain/ports/news_extractor_port.py`), 3.3.1 Inicialização: sessão HTTP com impersonação de browser, 3.3.2 Mapeamento idioma → parâmetros `hl`/`gl` (`_get_hl_gl`) (+16 more) + +### Community 311 - "test_live_e2e_batch_funnel_with_ollama_and_multimotor" +Cohesion: 0.67 +Nodes (3): Path, Executa o funil completo em lote: - 1 artigo textual puro (sem mídia) -> bypass…, test_live_e2e_batch_funnel_with_ollama_and_multimotor() + +### Community 332 - "adr_001.md" +Cohesion: 0.08 +Nodes (24): ADR-001 — Classificar e rotear conteúdo predominantemente de mídia antes do multimotor, Alternativas consideradas, Artigos muito curtos, Artigos textuais, Classificar tudo apenas com regras, Consequências aceitas, Consequências positivas, Contexto (+16 more) + +### Community 333 - "PRD — Conversão de artigo JSON para Markdown" +Cohesion: 0.08 +Nodes (23): 10. Tratamento de erros, 13.1 Testes unitários, 13.2 Testes de integração do CLI, 13.3 Casos de resultado esperado, 13. Estratégia de testes, 14. Definition of Done, 15. Dependência técnica escolhida, 1. Visão geral (+15 more) + +### Community 334 - "Documento de Arquitetura — Runtime de consolidação de artigos" +Cohesion: 0.08 +Nodes (23): 10. Contratos versionados, 11. Validação inicial, 12. Fingerprint e idempotência, 17. Montagem do Markdown intermediário, 19. Enriquecimento, 1. Propósito, 21. Prompts, 24. Logging (+15 more) + +### Community 335 - "24. Requisitos funcionais" +Cohesion: 0.09 +Nodes (22): 24. Requisitos funcionais, FR-001, FR-002, FR-003, FR-004, FR-005, FR-006, FR-007 (+14 more) + +### Community 336 - "Runbook de produção — Runtime de consolidação de artigos" +Cohesion: 0.09 +Nodes (21): 10. Smoke test, 11. Operação normal, 13. Logs e correlação, 19. Falha de enriquecimento, 1. Objetivo, 23. Custo acima do limite, 24. Latência acima do SLO, 25. Violação crítica de grounding (+13 more) + +### Community 337 - "4. Requisitos Funcionais (FR)" +Cohesion: 0.10 +Nodes (20): 1.1 Objetivo do Produto, 1. Visão Geral e Contexto, 2. Personas e Casos de Uso, 3. Arquitetura e Fluxo do Sistema, 4. Requisitos Funcionais (FR), 5. Requisitos Não Funcionais (NFR), 6.1 Esquema do JSON de Entrada (`Input`), 6.2 Esquema do JSON Consolidado de Saída (`Output`) (+12 more) + +### Community 338 - "Authoring contract" +Cohesion: 0.11 +Nodes (18): Architecture, Authoring contract, Dataflow, Engineering profile default, Executable geometry rules, Hand-placed fallback, Language consistency, Legend contract (+10 more) + +### Community 339 - "PRD — Runtime de consolidação e higienização de artigos" +Cohesion: 0.11 +Nodes (18): 11. Fluxo funcional do runtime, 19. Gateway e fallback de modelos, 1. Contexto, 20. Idempotência e persistência, 21. Observabilidade, 22. Promptfoo no runtime, 23. Requisitos funcionais, 24. Requisitos não funcionais (+10 more) + +### Community 340 - "Tasks: Article Content Multi-Engine Extractor" +Cohesion: 0.11 +Nodes (18): Dependencies & Execution Order, Entrega Incremental, Implementation Strategy, Implementação da User Story 1, Implementação da User Story 2, Implementação da User Story 3, MVP First (User Story 1 Only), Oportunidades de Execução Paralela (+10 more) + +### Community 341 - "Tasks: Convert Article JSON to Markdown" +Cohesion: 0.11 +Nodes (19): Dependencies & Execution Order, Implementation for User Story 1, Implementation for User Story 2, Implementation for User Story 3, Implementation Strategy, Incremental Delivery, MVP First (User Story 1 Only), Parallel Opportunities (+11 more) + +### Community 342 - "._get_connection" +Cohesion: 0.14 +Nodes (7): Connection, Any, Path, Records a state transition for the given fingerprint atomically., Native SQLite backup API creating a consistent point-in-time database snapshot., Native SQLite restore API overwriting the current database from a snapshot., Atomically claims execution for a fingerprint. Returns: (is_new_claim,… + +### Community 343 - "1. Text Normalization Pipeline" +Cohesion: 0.11 +Nodes (18): 1. Text Normalization Pipeline, 2. 5-Token Shingles & Consensus Metrics, 3. Regras de Decisão, Empate Técnico e Desempate Hierárquico, 4. Estratégia de I/O Não Destrutiva e Escrita Atômica, Alternatives Considered, Context, Context, Context (+10 more) + +### Community 344 - "Tasks: Deterministic Article Content Selection" +Cohesion: 0.11 +Nodes (18): Dependencies & Execution Order, Implementation for User Story 1, Implementation for User Story 2, Implementation for User Story 3, Implementation Strategy, Incremental Delivery (Phases 4, 5 & 6), MVP First (Phases 1, 2 & 3), Parallel Opportunities (+10 more) + +### Community 345 - "Execution Steps" +Cohesion: 0.12 +Nodes (15): 1. Initialize Convergence Context, 2. Load Artifacts (Progressive Disclosure), 3. Build the Intent Inventory, 4. Assess the Codebase and Classify Findings, 5. Assign Severity, 6. Present the In-Session Findings Summary, 7. Append Convergence Tasks (or report converged), 8. Provide Next Actions (Handoff) (+7 more) + +### Community 346 - "8. Regras funcionais" +Cohesion: 0.13 +Nodes (15): 8. Regras funcionais, RF-001 — Receber um único artigo, RF-002 — Respeitar o extrator selecionado, RF-003 — Resolver o corpo dentro do extrator selecionado, RF-004 — Selecionar metadados deterministicamente, RF-005 — Priorizar metadados por campo, RF-006 — Normalizar valores escalares, RF-007 — Normalizar listas (+7 more) + +### Community 347 - "12. Critérios de aceite" +Cohesion: 0.14 +Nodes (14): 12. Critérios de aceite, CA-001 — Trafilatura selecionada, CA-002 — Newspaper4k selecionado, CA-003 — Readability selecionado, CA-004 — Fallback dentro do extrator, CA-005 — Proibição de fallback de corpo entre extratores, CA-006 — Metadado vindo de outro extrator, CA-007 — Obrigatórios presentes (+6 more) + +### Community 348 - "Feature Specification: Multilingual NLP Entity Inherence Classifier (POC)" +Cohesion: 0.14 +Nodes (14): Assumptions, Assumptions & Scope, Clarifications, Explicit Out of Scope (POC), Feature Specification: Multilingual NLP Entity Inherence Classifier (POC), Functional Requirements, Key Entities *(data models & domain entities)*, Measurable Outcomes (+6 more) + +### Community 349 - "Implementation Tasks: Google News Headlines Extractor" +Cohesion: 0.14 +Nodes (14): Implementation for User Story 1, Implementation for User Story 2, Implementation for User Story 3, Implementation Tasks: Google News Headlines Extractor, Phase 1: Setup (Shared Infrastructure), Phase 2: Foundational (Blocking Prerequisites), Phase 3: User Story 1 - Extração Básica de Notícias por Assunto e Idioma (Priority: P1) 🌟 MVP, Phase 4: User Story 2 - Filtragem Regional e Edição Geográfica (Priority: P2) (+6 more) + +### Community 350 - "CLI Interface Contract: Article Consolidation and Hygiene Runtime" +Cohesion: 0.14 +Nodes (13): 1. Invocation Model, 2.1 Main Consolidation Command, 2.2 Operational Commands, 2. Command Synopsis, 3. Options & Arguments, 4. Exit Codes, 5.1 stdout (Machine-Readable JSON), 5.2 stderr (Sanitized Technical Logs) (+5 more) + +### Community 351 - "2. Entity Definitions" +Cohesion: 0.14 +Nodes (13): 1. Domain Entities & Relationships, 2.10 Published Markdown (`.md`), 2.1 Article Input Unit (`article_input`), 2.2 Entity Context Profile Snapshot (`ecp_snapshot`), 2.3 Candidate Object (`candidate_object`), 2.4 Text Repair Operation (`text_repair`), 2.5 State Machine Record (`state_record`), 2.6 State Transition Log (`state_transitions`) (+5 more) + +### Community 352 - "3. Concrete Architectural & Technical Decisions" +Cohesion: 0.14 +Nodes (13): 1. Executive Summary & Architectural Scope, 2. Definitive Dependency Selections & Qualitative Impact Analysis, 3. Concrete Architectural & Technical Decisions, Decision 1: Direct Python State Machine Orchestration (FR-003, FR-046), Decision 2: Certified Model Gateway & Preflight Certification (FR-041, FR-042, FR-044), Decision 3: Input Size Limit Enforcement (FR-056), Decision 4: Candidate Equivalence Mapping without Deduplication (FR-014, FR-020), Decision 5: 10-Step Hygiene Harness and Controlled Micro-Repairs (FR-024 to FR-030) (+5 more) + +### Community 353 - "Functional Requirements" +Cohesion: 0.14 +Nodes (14): Assumptions, Cadeia Sequencial de Provedores e Fallback Operacional, Contrato Estruturado do Classificador, Detecção Estrutural Prévia, Entrada e Escopo do Classificador, Feature Specification: Classificação e Roteamento de Notícias Predominantemente de Mídia, Functional Requirements, Key Entities (+6 more) + +### Community 354 - "30. Cenários mínimos de teste" +Cohesion: 0.15 +Nodes (13): 30. Cenários mínimos de teste, Cenário A — texto sem mídia, Cenário B — texto curto + vídeo, Cenário C — texto curto + imagem, Cenário D — texto curto + múltiplas imagens, Cenário E — texto curto + embed, Cenário F — texto curto + vídeo + imagens, Cenário G — artigo textual longo + imagem (+5 more) + +### Community 355 - "Feature Specification: [FEATURE NAME]" +Cohesion: 0.15 +Nodes (12): Assumptions, Edge Cases, Feature Specification: [FEATURE NAME], Functional Requirements, Key Entities *(include if feature involves data)*, Measurable Outcomes, Requirements *(mandatory)*, Success Criteria *(mandatory)* (+4 more) + +### Community 356 - "Tasks: Multilingual NLP Entity Inherence Classifier (POC)" +Cohesion: 0.15 +Nodes (13): Dependencies & Execution Order, Implementation for User Story 1, Implementation for User Story 2, Implementation for User Story 3, Implementation Strategy, Phase 1: Setup (Shared Infrastructure), Phase 2: Foundational (Blocking Prerequisites), Phase 3: User Story 1 - Core Tier 1 Deterministic Classification & CLI (Priority: P1) [MVP] (+5 more) + +### Community 357 - "Requirements Readiness Checklist: Article Consolidation and Hygiene Runtime" +Cohesion: 0.15 +Nodes (12): 10. Scope Boundaries, Quality Gates & Operations (FR-001 to FR-084), 1. Requirement Completeness, 2. Requirement Clarity & Precision, 3. Requirement Consistency & Alignment, 4. Acceptance Criteria & Measurability, 5. Scenario & Flow Coverage, 6. Edge Case & Boundary Coverage, 7. Non-Functional & Security Requirements (SEC-001 to SEC-008) (+4 more) + +### Community 358 - "Implementation Plan: Article Content Multi-Engine Extractor" +Cohesion: 0.17 +Nodes (11): Constitution Check, Documentation (this feature), Implementation Phases, Implementation Plan: Article Content Multi-Engine Extractor, Phase 0: Outline & Research *(Completed)*, Phase 1: Design & Contracts *(Completed)*, Phase 2: Tasks & Execution *(Completed)*, Project Structure (+3 more) + +### Community 359 - "Feature Specification: Deterministic Content Selection" +Cohesion: 0.17 +Nodes (12): Assumptions, Edge Cases, Feature Specification: Deterministic Content Selection, Functional Requirements, Key Entities *(include if feature involves data)*, Measurable Outcomes, Requirements *(mandatory)*, Success Criteria *(mandatory)* (+4 more) + +### Community 360 - "Implementation Plan: Convert Article JSON to Markdown" +Cohesion: 0.17 +Nodes (12): Complexity Tracking, Constitution Check, Documentation (this feature), Implementation Phases, Implementation Plan: Convert Article JSON to Markdown, Phase 0: Outline & Research *(Completed)*, Phase 1: Design & Contracts *(Completed)*, Phase 2: Tasks & Implementation Breakdown *(Next: `/speckit-tasks`)* (+4 more) + +### Community 361 - "2. Technical Decisions & Research Findings" +Cohesion: 0.17 +Nodes (11): 1. Executive Summary & Goals, 2. Technical Decisions & Research Findings, 3. Technology Stack & Dependencies, Decision 1: HTML-to-Markdown Engine Selection, Decision 2: Direct Markdown Handling for Trafilatura, Decision 3: Metadata Normalization & Priority Resolution Pipeline, Decision 4: Date Parsing Strategy (ISO 8601 & RFC 2822), Decision 5: URL Validation & Media Filtering (+3 more) + +### Community 362 - "Feature Specification: Convert Article JSON to Markdown" +Cohesion: 0.17 +Nodes (12): Assumptions, Edge Cases, Feature Specification: Convert Article JSON to Markdown, Functional Requirements, Key Entities, Measurable Outcomes, Requirements *(mandatory)*, Success Criteria *(mandatory)* (+4 more) + +### Community 363 - "3. Operational Execution Scenarios" +Cohesion: 0.17 +Nodes (11): 1. Prerequisites & Environment Setup, 2. Local Validation Configuration (Fixture Only), 3. Operational Execution Scenarios, 4. Automated Quality Evaluation & Test Commands, Environment Secrets, Installation, Quickstart Guide: Article Consolidation and Hygiene Runtime, Scenario A: Preflight Validation (+3 more) + +### Community 364 - "2. Modelos de Dados (Dataclasses e Estruturas de Runtime)" +Cohesion: 0.17 +Nodes (12): 1. Diagrama Entidade-Relacionamento e Fluxo de Dados, 2.1 `InputArticle`, 2.2 `MediaCandidateInfo` (Estrutura Interna do Gate), 2.3 `MediaClassification` (Estrutura Interna de Saída do LLM), 2.4 `MediaArticle` (Persistência em `*_media.json`), 2.5 `ExtractedArticle` (Persistência Textual em `*_extracted.json`), 2.6 Registro de Falha de Classificação (Persistência Inline em `*_extracted.json`), 2.7 `ExtractionBatchReport` (+4 more) + +### Community 365 - "speckit-plan/SKILL.md" +Cohesion: 0.18 +Nodes (10): Completion Report, Done When, Key rules, Mandatory Post-Execution Hooks, Outline, Phase 0: Outline & Research, Phase 1: Design & Contracts, Phases (+2 more) + +### Community 366 - "speckit-specify/SKILL.md" +Cohesion: 0.18 +Nodes (10): Completion Report, Done When, For AI Generation, Mandatory Post-Execution Hooks, Outline, Pre-Execution Checks, Quick Guidelines, Section Requirements (+2 more) + +### Community 367 - "speckit-tasks/SKILL.md" +Cohesion: 0.18 +Nodes (10): Checklist Format (REQUIRED), Completion Report, Done When, Mandatory Post-Execution Hooks, Outline, Phase Structure, Pre-Execution Checks, Task Generation Rules (+2 more) + +### Community 368 - "25. Requisitos não funcionais" +Cohesion: 0.18 +Nodes (11): 25. Requisitos não funcionais, NFR-001 — Simplicidade, NFR-002 — Isolamento, NFR-003 — Determinismo de contrato, NFR-004 — Configuração externa, NFR-005 — Segurança, NFR-006 — Compatibilidade, NFR-007 — Multilíngue (+3 more) + +### Community 369 - "Core Principles" +Cohesion: 0.18 +Nodes (10): Core Principles, Development Workflow & Quality Gates, Governance, I. Modularity & CLI-First Interoperability, II. Determinism, Atomic Operations & Data Integrity, III. Multi-Engine Consensus & Fault-Tolerant Fallback, IV. Test-First & Empirical Validation (TDD & Regressions), Technical, Security & Environmental Constraints (+2 more) + +### Community 370 - "Core Principles" +Cohesion: 0.18 +Nodes (10): Core Principles, Governance, [PRINCIPLE_1_NAME], [PRINCIPLE_2_NAME], [PRINCIPLE_3_NAME], [PRINCIPLE_4_NAME], [PRINCIPLE_5_NAME], [PROJECT_NAME] Constitution (+2 more) + +### Community 371 - "Feature Specification: Google News Headlines Extractor" +Cohesion: 0.18 +Nodes (11): Clarifications, Edge Cases, Feature Specification: Google News Headlines Extractor, Functional Requirements, Requirements *(mandatory)*, Session 2026-08-20, Success Criteria *(mandatory)*, User Scenarios & Testing *(mandatory)* (+3 more) + +### Community 372 - "2. Entity Descriptions & Fields" +Cohesion: 0.18 +Nodes (11): 1. Domain Entities & Value Types, 2. Entity Descriptions & Fields, 3. JSON Schema Mapping, `ArticleSelectionResult` (Dataclass), `BatchProcessingResult` (Dataclass), `CandidateStatus` (Enum), Data Model: Deterministic Content Selection, Entrada (+3 more) + +### Community 373 - "Implementation Plan: Deterministic Article Content Selection" +Cohesion: 0.18 +Nodes (11): Constitution Check, Documentation (this feature), Implementation Phases, Implementation Plan: Deterministic Article Content Selection, Phase 0: Outline & Research *(Completed)*, Phase 1: Design & Contracts *(Completed)*, Phase 2: Tasks & Execution *(Next Step via `/speckit-tasks`)*, Project Structure (+3 more) + +### Community 374 - "Markdown Conversion Checklist: End-to-End Requirements Quality" +Cohesion: 0.18 +Nodes (11): 1. Validação de Entrada, Tipagem & Isolamento de Lotes, 2. Isolamento Estrito de Extrator & Conversão de Conteúdo (HTML/MD), 3. Resolução Determinística de Metadados & Mapeamento de SELECIONADO, 4. Normalização de Escalares, Placeholders & Sanitização de Listas, 5. Normalização de Datas, Fusos & Validação Estrita de URLs, 6. Sanitização Editorial, Tratamento de Imagens & Título Duplicado, 7. Estrutura, Sintaxe do Markdown de Saída & Restrições, 8. Interface CLI, Tratamento de Erros & Atomicidade (+3 more) + +### Community 375 - "properties" +Cohesion: 0.18 +Nodes (11): description, minLength, type, runtime_fallback, runtime_primary, properties, config_version, roles (+3 more) + +### Community 376 - "Media Routing Requirements Quality & Implementation Planning Checklist" +Cohesion: 0.18 +Nodes (11): 1. Requirement & Plan Fidelity, 2. Minimal Implementation & Code Reusability, 3. Structural DOM Gate, 4. Classifier Payload & Interface Contracts, 5. Sequential Provider Chain & Fallback Rules, 6. I/O Persistence, Counter Semantics & CLI Interface, 7. Observability, Logging & Security Constraints, 8. Test Coverage & CI Determinism (+3 more) + +### Community 377 - "Viewer Runtime reference" +Cohesion: 0.20 +Nodes (9): Canonical exports, Exploration, Guided views and story, Motion and presentation, Reach Share Card, Route Share Card, Share Card, Truth boundary (+1 more) + +### Community 378 - "Archify" +Cohesion: 0.20 +Nodes (9): Archify, Authoring invariants, Delivery, Fast authoring path, Mermaid input, Optional viewer capabilities, Output, Setup and fallback (+1 more) + +### Community 379 - "5. 📝 Conversor de Artigo JSON para Markdown" +Cohesion: 0.20 +Nodes (10): 1. Conversão Padrão, 2. Conversão com Caminho de Destino Personalizado, 3. Uso Programático em Python, 5. 📝 Conversor de Artigo JSON para Markdown, Argumentos e Flags CLI, Exemplos Práticos de Uso, Isolamento Estrito de Extratores e Fallback, Matriz Determinística de Metadados (+2 more) + +### Community 380 - "2. Cenários Práticos de Uso" +Cohesion: 0.20 +Nodes (9): 1. Pré-requisitos e Instalação, 2. Cenários Práticos de Uso, 3. Validação dos Testes Automatizados e Linter, Cenário 1: River Plate — Argentina (Espanhol / 2 Páginas / Salvar em Arquivo), Cenário 2: Cruzeiro — Brasil (Português / Formatado no Terminal), Cenário 3: Fórmula 1 — Reino Unido (Inglês), Cenário 4: Integração em Pipeline com `jq` (Modo Silencioso), Cenário 5: Extração Rápida com Links Brutos (Sem Resolução de URLs) (+1 more) + +### Community 381 - "004-deterministic-content-selection/spec.md" +Cohesion: 0.29 +Nodes (3): 1. Input JSON Schema, 2. Output JSON Schema, JSON Schema Contract: Deterministic Article Content Selection + +### Community 382 - "Implementation Plan: Classificação e Roteamento de Notícias Predominantemente de Mídia" +Cohesion: 0.20 +Nodes (10): 1. Summary, 2. Technical Context, 3. Constitution Check, 5. Organização de Arquivos (Mínima e Sem Classes Desnecessárias), 6. Matriz de Rastreabilidade (Requisitos $\rightarrow$ Código $\rightarrow$ Testes), 7. Invariantes e Limites de Escopo, Arquivo Existente Reutilizado, Funções Implementadas em `scripts/extract_article_contents.py` (+2 more) + +### Community 383 - "Tasks: Classificação e Roteamento de Notícias Predominantemente de Mídia" +Cohesion: 0.20 +Nodes (10): Dependencies & Execution Order, Implementation Strategy, Parallel Execution Opportunities, Phase 1: Foundational (Blocking Prerequisites), Phase 2: User Story 1 - Detecção e Roteamento de Publicações Predominantemente de Mídia (Priority: P1), Phase 3: User Story 2 - Roteamento Direto e Preservação de Notícias Textuais (Priority: P2), Phase 4: User Story 3 - Resiliência com Fallback Operacional Sequencial e Registro de Falhas (Priority: P3), Phase 5: Polish & Observabilidade (+2 more) + +### Community 384 - "build_candidates_payload" +Cohesion: 0.31 +Nodes (8): build_candidates_payload(), Builds the complete candidates payload conforming to candidates-…, execute_deterministic_hygiene_fallback(), Conservative deterministic fallback using selected_extractor backbone without…, Load test benchmark validating sustained throughput for 100 articles/hour., test_sustained_throughput_benchmark(), Multi-extractor golden-set quality tests across the 20 reference units., test_golden_set_all_20_reference_cases_process_cleanly() + +### Community 385 - "calculate_execution_fingerprint" +Cohesion: 0.31 +Nodes (8): calculate_execution_fingerprint(), _canonical_json_dumps(), Any, Deterministic canonical SHA-256 execution fingerprint calculator. Computes a…, Calculates a deterministic 64-character SHA-256 fingerprint for the execution., Unit tests for deterministic fingerprint calculation covering scenarios ID-001…, test_deterministic_fingerprint_identical_inputs(), test_fingerprint_changes_on_config_or_ecp_change() + +### Community 386 - "Archify JSON IR Schemas" +Cohesion: 0.22 +Nodes (8): Archify JSON IR Schemas, Error format, Files, Legend presentation contract, Runtime validation, schema_version policy, Shared definitions (common.schema.json), Visual quality and engineering truth + +### Community 387 - "graphify reference: extra exports and benchmark" +Cohesion: 0.22 +Nodes (8): graphify reference: extra exports and benchmark, Step 6b - Wiki (only if --wiki flag), Step 7 - Neo4j export (only if --neo4j or --neo4j-push flag), Step 7a - FalkorDB export (only if --falkordb or --falkordb-push flag), Step 7b - SVG export (only if --svg flag), Step 7c - GraphML export (only if --graphml flag), Step 7d - MCP server (only if --mcp flag), Step 8 - Token reduction benchmark (only if total_words > 5000) + +### Community 388 - "Ponytail" +Cohesion: 0.22 +Nodes (8): Boundaries, Intensity, Output, Persistence, Ponytail, Rules, The ladder, When NOT to be lazy + +### Community 389 - "1. Operational Commands" +Cohesion: 0.22 +Nodes (8): 1.1 Preflight Verification, 1.2 Smoke Test, 1.3 State & Artifact Reconciliation, 1.4 Telemetry Flush, 1. Operational Commands, 2. Standard Consolidation Execution, Exit Codes, Production Operations & Maintenance Runbook + +### Community 390 - "4. 🎯 Seletor Determinístico de Conteúdo de Artigos" +Cohesion: 0.22 +Nodes (9): 1. Execução Padrão Automática, 2. Execução com Modo Verboso, 3. Uso Programático como Módulo Python, 4. 🎯 Seletor Determinístico de Conteúdo de Artigos, Argumentos e Flags CLI, Critérios de Desempate Técnico e Resiliência, Exemplos Práticos de Uso, Pipeline de Normalização e Shingles (+1 more) + +### Community 391 - "Implementation Plan: [FEATURE]" +Cohesion: 0.22 +Nodes (8): Complexity Tracking, Constitution Check, Documentation (this feature), Implementation Plan: [FEATURE], Project Structure, Source Code (repository root), Summary, Technical Context + +### Community 392 - "1. Technical Decisions & Tradeoffs" +Cohesion: 0.22 +Nodes (8): 1. Technical Decisions & Tradeoffs, 2. Standardized Error Handling Strategy, Decision 1: Execution Engine & CLI Architecture, Decision 2: Multilingual Language Detection & Normalization (Tier 1 Core), Decision 3: Materialized ECP Snapshot Contract & Matching Logic, Decision 4: Tier 2 (Embeddings) & Tier 3 (LLM) Optional Adapters, Decision 5: Controlled 24-Case POC Benchmark Suite, Technical Research & Architecture Decisions (POC) + +### Community 393 - "2. Cenários de Validação" +Cohesion: 0.22 +Nodes (8): 1. Pré-requisitos, 2. Cenários de Validação, 3. Validação Automatizada de Testes, Cenário 1: Extração com Amostragem Rápida (Limit 2), Cenário 2: Caminho Customizado de Saída, Cenário 3: Modo Silencioso (`--silent`), Cenário 4: Resiliência contra URLs Inválidas, Quickstart & Validation Guide: Article Content Multi-Engine Extractor + +### Community 394 - "1. Technical Decisions & Tradeoffs" +Cohesion: 0.22 +Nodes (8): 1. Technical Decisions & Tradeoffs, Decision 1: Motor de Navegação e Renderização com `foxcape` em Sessão Única, Decision 2: Orquestração Tripla de Extração de Conteúdo (NLP & Web Scraping), Decision 3: Resiliência e Isolamento de Falhas por Camada, Decision 4: Herança Inteligente de Idioma para NLP, Decision 5: Gerenciamento de Memória e Descarte do Raw HTML, Decision 6: Segregação de Streams e Feedback Visual em `stderr`, Research: Article Content Multi-Engine Extractor + +### Community 395 - "005-convert-json-markdown/plan.md" +Cohesion: 0.33 +Nodes (3): 1. Output Document Specification, 2. Formatting & Syntax Constraints, Markdown Schema Contract: Output Article Markdown + +### Community 396 - "Quickstart: Convert Article JSON to Markdown" +Cohesion: 0.22 +Nodes (8): 1. Prerequisites & Setup, 2. Running the CLI Tool, 3. Verification & Testing, Basic Conversion (Default Output Path), Custom Destination Path, Quickstart: Convert Article JSON to Markdown, Run All Unit & Integration Tests, Run Linter & Type Checker + +### Community 397 - "Implementation Plan: Article Consolidation and Hygiene Runtime" +Cohesion: 0.22 +Nodes (8): Complexity Tracking, Constitution Check, Documentation & 9 Versioned Contracts (this feature), Implementation Plan: Article Consolidation and Hygiene Runtime, Project Structure, Source Code & Fixtures (repository layout), Summary, Technical Context + +### Community 398 - "CLI Contract & Routing Specification: `scripts/extract_article_contents.py`" +Cohesion: 0.22 +Nodes (8): 1. Interface de Linha de Comando (CLI), 2. Regras de Resolução de Arquivos de Saída, 3. Estrutura do Arquivo de Saída Textual (`*_extracted.json`), 4. Estrutura do Arquivo de Saída de Mídia (`*_media.json`), 5. Códigos de Saída (Exit Codes), Caso A: Sem `-o/--output` (Padrão), Caso B: Com `-o/--output` customizado, CLI Contract & Routing Specification: `scripts/extract_article_contents.py` + +### Community 399 - "candidate/models.py" +Cohesion: 0.36 +Nodes (7): CandidateType, Enum, str, Candidate element data models and repair structures., RepairCategory, TextRepair, Controlled micro-repair validator using unicodedata and difflib without regex. + +### Community 400 - "Delivery contract" +Cohesion: 0.25 +Nodes (7): Automated visual evidence, Delivery contract, Handoff receipt, Last-Good Live Preview, Optional opening, Perceptual delivery gate, Validate and deliver + +### Community 401 - "Ponytail Help" +Cohesion: 0.25 +Nodes (7): Configure Default Mode, Deactivate, Levels, More, Ponytail Help, Skills, Update + +### Community 402 - "speckit-checklist/SKILL.md" +Cohesion: 0.25 +Nodes (7): Anti-Examples: What NOT To Do, Checklist Purpose: "Unit Tests for English", Example Checklist Types & Sample Items, Execution Steps, Post-Execution Checks, Pre-Execution Checks, User Input + +### Community 403 - "6. 🚀 Runtime de Consolidação e Higienização de Artigos (006-article-consolidation-runtime)" +Cohesion: 0.25 +Nodes (8): 1. Documento Markdown Higienizado (`.md`), 2. Manifesto de Auditoria e Resultado (`.result.json`), 3. Rastreamento e Estado no Banco SQLite (`out/runtime.db`), 6. 🚀 Runtime de Consolidação e Higienização de Artigos (006-article-consolidation-runtime), Configuração de Ambiente (`.env`), Contrato de Códigos de Saída (Exit Codes), O que Esperar do Resultado (Artefatos Gerados), Visão Geral e Arquitetura do Runtime + +### Community 404 - "1. Input Schemas" +Cohesion: 0.25 +Nodes (7): 1.1 ECP Snapshot Schema (`snapshot.json`), 1.2 Content Item Schema (`content.md`), 1. Input Schemas, 2.1 Classification Success Result Schema (`result.json`), 2.2 Error Result Schema, 2. Output Schemas, Data Models & Schemas (POC) + +### Community 405 - "Implementation Plan: Multilingual NLP Entity Inherence Classifier (POC)" +Cohesion: 0.25 +Nodes (8): Complexity Tracking, Constitution Check, Documentation (this feature), Implementation Plan: Multilingual NLP Entity Inherence Classifier (POC), Project Structure, Source Code (repository root), Summary, Technical Context + +### Community 406 - "2. Basic CLI Usage Examples" +Cohesion: 0.25 +Nodes (7): 1. Prerequisites & Installation, 2.1 Direct Inherence (Portuguese), 2.2 Contextual Inherence via Graph Snapshot (German), 2.3 Tangential Mention (Spanish), 2. Basic CLI Usage Examples, 3. Running the Controlled 24-Case Benchmark, Quickstart & Validation Guide (POC) + +### Community 407 - "1. Technical Decisions & Tradeoffs" +Cohesion: 0.25 +Nodes (7): 1. Technical Decisions & Tradeoffs, Decision 1: Motor de Requisição e Scraping com `foxcape` em Modo Headless, Decision 2: Endpoint RSS do Google News vs. Scraping de DOM, Decision 3: Mapeamento de Idioma e Locale (`hl`, `gl`, `ceid`), Decision 4: Resolução de URLs do Google News via `googlenewsdecoder`, Decision 5: Logging em Tempo Real no `stderr` e Segregação de Streams, Research: Google News Headlines Extractor + +### Community 408 - "Deterministic Content Selection Checklist: End-to-End Requirements Quality" +Cohesion: 0.25 +Nodes (7): Candidate State Transitions & Resilience, Decision & Tie-Breaking Hierarchy, Deterministic Content Selection Checklist: End-to-End Requirements Quality, JSON Schema Integrity & Atomic I/O, Notes, Shingles & Consensus Metric Formulation, Text Normalization & Tokenization Quality + +### Community 409 - "1. Domain Entities & Schemas" +Cohesion: 0.25 +Nodes (8): 1. Domain Entities & Schemas, 2. Priority Resolution Matrix, Data Model: Convert Article JSON to Markdown, Entity 1: `ArticleInput` (Source JSON), Entity 2: `ExtractorBlock` (Per-Extractor Data), Entity 3: `ResolvedArticleMetadata`, Entity 4: `MarkdownDocument`, Validation Rules: + +### Community 410 - "Prompts Versioned Contract: Article Consolidation and Hygiene Runtime" +Cohesion: 0.25 +Nodes (7): 1. Versioned Prompt Registry, 2. Normative 6-Block Prompt Ordering (Doc 07 §5.3), 3.1 `article_content_hygiene` (FR-024, FR-058), 3.2 `article_sentiment_tags` (FR-037, FR-059), 3. Strict Input Context Specifications, 4. Contractual Invariants, Prompts Versioned Contract: Article Consolidation and Hygiene Runtime + +### Community 411 - "properties" +Cohesion: 0.32 +Nodes (8): properties, properties, type, type, hash, path, version, type + +### Community 412 - "2. Decisões Técnicas Consolidadas" +Cohesion: 0.25 +Nodes (8): 1. Contexto & Objetivos da Pesquisa, 2. Decisões Técnicas Consolidadas, Decisão 1: Algoritmo de Detecção Estrutural de Mídia Candidata na DOM (Zero-Regex), Decisão 2: Especificação do Payload Compacto Enviado ao Classificador LLM, Decisão 3: Cliente HTTP e Cadeia Sequencial de Provedores LLM, Decisão 4: Estrutura de Arquivos e Semântica de Contadores, Decisão 5: Estratégia de Testes e Zero-Regex, Phase 0 Research: Classificação e Roteamento de Notícias Predominantemente de Mídia + +### Community 413 - "Sequence Renderer" +Cohesion: 0.29 +Nodes (6): Column fit, Design Rules, Input, Layout budget, Legend, Sequence Renderer + +### Community 414 - "speckit-clarify/SKILL.md" +Cohesion: 0.29 +Nodes (6): Completion Report, Done When, Mandatory Post-Execution Hooks, Outline, Pre-Execution Checks, User Input + +### Community 415 - "speckit-implement/SKILL.md" +Cohesion: 0.29 +Nodes (6): Completion Report, Done When, Mandatory Post-Execution Hooks, Outline, Pre-Execution Checks, User Input + +### Community 416 - "11. Requisitos não funcionais" +Cohesion: 0.29 +Nodes (7): 11. Requisitos não funcionais, RNF-001 — Determinismo, RNF-002 — Compatibilidade, RNF-003 — Execução local, RNF-004 — Integridade, RNF-005 — Manutenibilidade, RNF-006 — Qualidade + +### Community 417 - "13. Parsing estrutural sem regex" +Cohesion: 0.29 +Nodes (7): 13.1 HTML, 13.2 Markdown, 13.3 JSON-LD e metadados, 13.4 URLs, 13.5 Texto, 13.6 Enforcement, 13. Parsing estrutural sem regex + +### Community 418 - "🧠 TextNLPClassifierApp" +Cohesion: 0.29 +Nodes (6): 📁 Estrutura do Projeto, 📄 Licença, 📑 Tabela de Conteúdos, 🧪 Testes e Qualidade de Código, 🧠 TextNLPClassifierApp, 🌟 Visão Geral + +### Community 419 - "1. 🧠 Classificador de Conteúdo e Inerência (NLP / LLM / ECP)" +Cohesion: 0.29 +Nodes (7): 1. 🧠 Classificador de Conteúdo e Inerência (NLP / LLM / ECP), Arquitetura de Classificação em 3 Tiers, Categorias de Decisão, Exemplo de ECP Snapshot Real (`examples/ecp_club_atletico_river_plate.json`):, Exemplos de Uso CLI, Formato do ECP Snapshot e Markdown, O que é e Como Funciona + +### Community 420 - "POC Readiness & Requirements Quality Checklist: Multilingual NLP Entity Inherence Classifier" +Cohesion: 0.29 +Nodes (7): 1. Requirement Completeness & Scope Boundaries, 2. Requirement Clarity & Decision Semantics, 3. Requirement Consistency & Alignment, 4. Acceptance Criteria & Measurability, 5. Scenario & Edge Case Coverage, Notes, POC Readiness & Requirements Quality Checklist: Multilingual NLP Entity Inherence Classifier + +### Community 421 - "2. Standard Streams & Exit Codes" +Cohesion: 0.29 +Nodes (6): 1.1 Arguments & Options, 1. Command Line Interface, 2.1 Exit Codes, 2.2 Standard Output (`stdout`) / Standard Error (`stderr`), 2. Standard Streams & Exit Codes, CLI Contract & Interface Specification (POC) + +### Community 422 - "General Readiness Checklist: Google News Headlines Extractor" +Cohesion: 0.29 +Nodes (7): CLI Interface & Parameter Contracts, Data Sanitization & Article Extraction, Error Handling & Edge Cases, General Readiness Checklist: Google News Headlines Extractor, Non-Functional & Operational Readiness, Notes, Scraping Engine & Feed Mapping + +### Community 423 - "1. Entidades de Domínio & DTOs" +Cohesion: 0.29 +Nodes (6): 1.1 SearchQuery (Parâmetros da Busca), 1.2 NewsArticle (Item de Notícia), 1.3 ExtractionResult (Saída Estruturada Consolidada), 1. Entidades de Domínio & DTOs, 2. Esquema JSON de Saída, Data Model: Google News Headlines Extractor + +### Community 424 - "Implementation Plan: Google News Headlines Extractor" +Cohesion: 0.29 +Nodes (7): Architecture & Pipeline, Documentation (this feature), Implementation Plan: Google News Headlines Extractor, Project Structure, Source Code, Summary, Technical Context + +### Community 425 - "Quickstart: Deterministic Article Content Selection" +Cohesion: 0.29 +Nodes (7): 1. Pré-requisitos, 2. Execução Rápida via CLI, 3. Execução dos Testes Automatizados, 4. Validação Programática / Uso como Módulo Python, Cenário 1: Selecionar o melhor extrator para uma extração existente, Cenário 2: Especificar caminho de saída customizado e modo verboso, Quickstart: Deterministic Article Content Selection + +### Community 426 - "Quickstart & Validation Guide: Classificação e Roteamento de Mídia" +Cohesion: 0.29 +Nodes (6): 1. Configuração de Variáveis de Ambiente (Configuração Externa), 2. Execução dos Testes Automatizados (CI), 3. Cenários de Validação Manual / E2E, Cenário 1: Execução Padrão com Arquivo de Notícias, Cenário 2: Execução com Caminho de Saída Customizado (`-o/--output`), Quickstart & Validation Guide: Classificação e Roteamento de Mídia + +### Community 427 - "test_benchmark_24.py" +Cohesion: 0.29 +Nodes (5): classifier(), fixture, parametrize, Controlled 24-case benchmark suite for Multilingual NLP Entity Inherence…, test_benchmark_case() + +### Community 428 - "🧪 Documentação da Suíte de Testes Automatizados" +Cohesion: 0.29 +Nodes (6): 1. Executar Toda a Suíte do Projeto (247 testes), 2. Executar por Módulo Específico, 🚀 Como Executar os Testes, 🔑 Configuração para Testes com LLM ao Vivo, 🧪 Documentação da Suíte de Testes Automatizados, 📊 Inventário e Mapa de Cobertura das Suítes + +### Community 429 - "Data Flow Renderer" +Cohesion: 0.33 +Nodes (5): Data Flow Renderer, Design Rules, Input, Layout budget, Legend + +### Community 430 - "Lifecycle Renderer" +Cohesion: 0.33 +Nodes (5): Design Rules, Input, Layout budget, Legend, Lifecycle Renderer + +### Community 431 - "Workflow Renderer" +Cohesion: 0.33 +Nodes (5): Design Rules, Input, Layout budget, Legend, Workflow Renderer + +### Community 432 - "graphify reference: query, path, explain" +Cohesion: 0.33 +Nodes (5): For /graphify explain, For /graphify path, graphify reference: query, path, explain, Step 0 — Constrained query expansion (REQUIRED before traversal), Step 1 — Traversal + +### Community 433 - "speckit-constitution/SKILL.md" +Cohesion: 0.33 +Nodes (5): Outline, Post-Execution Checks, Pre-Execution Checks, Scope Guard, User Input + +### Community 434 - "9. Tipos de mídia" +Cohesion: 0.33 +Nodes (6): 9.1 `video`, 9.2 `image`, 9.3 `images`, 9.4 `embed`, 9.5 `mixed`, 9. Tipos de mídia + +### Community 435 - "ADR-003 — Usar orquestração explícita em Python, sem LangChain ou LangGraph" +Cohesion: 0.33 +Nodes (6): ADR-003 — Usar orquestração explícita em Python, sem LangChain ou LangGraph, Alternativas rejeitadas, Consequências, Contexto, Critérios de reavaliação, Decisão + +### Community 436 - "Comandos e Utilitários CLI" +Cohesion: 0.33 +Nodes (6): 1. Consolidação de Artigo Único (`consolidate.py`), 2. Certificação de Pré-Voo (`preflight.py`), 3. Teste de Fumaça (`smoke.py`), 4. Reconciliação e Recuperação de Quedas (`reconcile.py`), 5. Despejo de Telemetria Operacional (`telemetry_flush.py`), Comandos e Utilitários CLI + +### Community 437 - "Specification Quality Checklist: Multilingual NLP Entity Inherence Classifier" +Cohesion: 0.33 +Nodes (5): Content Quality, Feature Readiness, Notes, Requirement Completeness, Specification Quality Checklist: Multilingual NLP Entity Inherence Classifier + +### Community 438 - "Specification Quality Checklist: Google News Headlines Extractor" +Cohesion: 0.33 +Nodes (5): Content Quality, Feature Readiness, Notes, Requirement Completeness, Specification Quality Checklist: Google News Headlines Extractor + +### Community 439 - "CLI Contract: Google News Headlines Extractor" +Cohesion: 0.33 +Nodes (6): 1. Comando e Argumentos, 2. Códigos de Saída (Exit Codes), 3. Protocolo de Streams (Stdout / Stderr), Argumentos de Linha de Comando, CLI Contract: Google News Headlines Extractor, Sintaxe + +### Community 440 - "CLI Contract: Article Content Multi-Engine Extractor" +Cohesion: 0.33 +Nodes (5): 1. Comando de Execução, 2. Argumentos e Flags, 3. Códigos de Saída (Exit Codes), 4. Comportamento de Streams (I/O), CLI Contract: Article Content Multi-Engine Extractor + +### Community 441 - "Specification Quality Checklist: Deterministic Content Selection" +Cohesion: 0.33 +Nodes (5): Content Quality, Feature Readiness, Notes, Requirement Completeness, Specification Quality Checklist: Deterministic Content Selection + +### Community 442 - "CLI Interface Contract: Deterministic Article Content Selection" +Cohesion: 0.33 +Nodes (5): 1. Command Syntax, 2. Arguments and Flags, 3. Standard Streams (I/O), 4. Exit Codes, CLI Interface Contract: Deterministic Article Content Selection + +### Community 443 - "Specification Quality Checklist: Convert Article JSON to Markdown" +Cohesion: 0.33 +Nodes (5): Content Quality, Feature Readiness, Notes, Requirement Completeness, Specification Quality Checklist: Convert Article JSON to Markdown + +### Community 444 - "CLI Contract: `convert_article_to_markdown.py`" +Cohesion: 0.33 +Nodes (5): 1. Script Signature, 2. Command-Line Arguments, 3. Exit Codes, 4. Standard Stream Behavior, CLI Contract: `convert_article_to_markdown.py` + +### Community 445 - "Specification Quality Checklist: Article Consolidation and Hygiene Runtime" +Cohesion: 0.33 +Nodes (5): Content Quality, Feature Readiness, Requirement Completeness, Specification Quality Checklist: Article Consolidation and Hygiene Runtime, Verification Notes for the 4 Precision Adjustments + +### Community 447 - "Specification Quality Checklist: Classificação e Roteamento de Notícias Predominantemente de Mídia" +Cohesion: 0.33 +Nodes (5): Content Quality, Feature Readiness, Notes, Requirement Completeness, Specification Quality Checklist: Classificação e Roteamento de Notícias Predominantemente de Mídia + +### Community 448 - "4. Arquitetura e Decisões Técnicas Fechadas" +Cohesion: 0.33 +Nodes (6): 4.1 Gate Estrutural na DOM (Zero-Regex), 4.2 Payload Compacto do Classificador, 4.3 Cadeia Sequencial de Provedores, Structured Output e Controle de Reasoning, 4.4 I/O, Nomenclatura de Arquivos e Contadores, 4.5 Observabilidade, Logging e Pontos Exatos de Tracking das 11 Métricas, 4. Arquitetura e Decisões Técnicas Fechadas + +### Community 449 - "enum" +Cohesion: 0.40 +Nodes (5): legendMode, auto, enum, all, hidden + +### Community 450 - "ponytail-audit/SKILL.md" +Cohesion: 0.40 +Nodes (4): Boundaries, Hunt, Output, Tags + +### Community 451 - "Ponytail Gain" +Cohesion: 0.40 +Nodes (4): Boundaries, Honesty boundary, Ponytail Gain, Scoreboard + +### Community 452 - "ponytail-review/SKILL.md" +Cohesion: 0.40 +Nodes (4): Boundaries, Examples, Format, Scoring + +### Community 453 - "speckit-taskstoissues/SKILL.md" +Cohesion: 0.40 +Nodes (4): Outline, Post-Execution Checks, Pre-Execution Checks, User Input + +### Community 454 - "10. Contrato de saída" +Cohesion: 0.40 +Nodes (5): 10.1 Resultado JSON e manifesto, 10.2 Status finais, 10.3 Arquivo Markdown, 10.4 Formatação Markdown permitida, 10. Contrato de saída + +### Community 455 - "14. Higienização por LLM" +Cohesion: 0.40 +Nodes (5): 14.1 Obrigatoriedade, 14.2 Entrada, 14.3 Saída lógica, 14.4 Regras editoriais, 14. Higienização por LLM + +### Community 456 - "4. Regras mandatórias" +Cohesion: 0.40 +Nodes (5): 4.1 Fundamentação, 4.2 Proibição de regex para texto, 4.3 Uso obrigatório do LLM, 4.4 Modelos do runtime, 4. Regras mandatórias + +### Community 457 - "8. Contrato de entrada do artigo" +Cohesion: 0.40 +Nodes (5): 8.1 Campos estruturais esperados, 8.2 `selected_extractor`, 8.3 Campos das extrações, 8.4 Validade editorial mínima, 8. Contrato de entrada do artigo + +### Community 458 - "18. Integração ECP" +Cohesion: 0.40 +Nodes (5): 18.1 Adapter, 18.2 Entrada, 18.3 Saída, 18.4 Gate, 18. Integração ECP + +### Community 459 - "7. Orquestração" +Cohesion: 0.40 +Nodes (5): 7.1 Escolha, 7.2 Justificativa, 7.3 Estados persistidos, 7.4 Critérios de reavaliação, 7. Orquestração + +### Community 460 - "ADR-001 — Separar runtime e self-healing" +Cohesion: 0.40 +Nodes (5): ADR-001 — Separar runtime e self-healing, Alternativa rejeitada, Consequências, Contexto, Decisão + +### Community 461 - "ADR-002 — Iniciar o runtime após a seleção do extrator" +Cohesion: 0.40 +Nodes (5): ADR-002 — Iniciar o runtime após a seleção do extrator, Alternativas rejeitadas, Consequências, Contexto, Decisão + +### Community 462 - "ADR-004 — Gateway agnóstico com apenas modelos baratos no runtime" +Cohesion: 0.40 +Nodes (5): ADR-004 — Gateway agnóstico com apenas modelos baratos no runtime, Alternativas rejeitadas, Consequências, Contexto, Decisão + +### Community 463 - "ADR-005 — Proibir regex e palavras-chave manuais em decisões textuais" +Cohesion: 0.40 +Nodes (5): ADR-005 — Proibir regex e palavras-chave manuais em decisões textuais, Alternativas rejeitadas, Consequências, Contexto, Decisão + +### Community 464 - "ADR-006 — LLM seleciona evidências e propõe reparos, não regenera o artigo" +Cohesion: 0.40 +Nodes (5): ADR-006 — LLM seleciona evidências e propõe reparos, não regenera o artigo, Alternativas rejeitadas, Consequências, Contexto, Decisão + +### Community 465 - "ADR-007 — Tornar o ECP obrigatório antes de toda saída editorial" +Cohesion: 0.40 +Nodes (5): ADR-007 — Tornar o ECP obrigatório antes de toda saída editorial, Alternativas rejeitadas, Consequências, Contexto, Decisão + +### Community 466 - "ADR-008 — Langfuse no runtime e Promptfoo no CI" +Cohesion: 0.40 +Nodes (5): ADR-008 — Langfuse no runtime e Promptfoo no CI, Alternativas rejeitadas, Consequências, Contexto, Decisão + +### Community 467 - "ADR-009 — Persistir estado em SQLite e saídas no filesystem" +Cohesion: 0.40 +Nodes (5): ADR-009 — Persistir estado em SQLite e saídas no filesystem, Alternativas rejeitadas, Consequências, Contexto, Decisão + +### Community 468 - "ADR-010 — Produzir resultado estruturado sempre e Markdown condicionalmente" +Cohesion: 0.40 +Nodes (5): ADR-010 — Produzir resultado estruturado sempre e Markdown condicionalmente, Alternativas rejeitadas, Consequências, Contexto, Decisão + +### Community 469 - "ADR-011 — Definir SLOs de custo e latência a partir de staging" +Cohesion: 0.40 +Nodes (5): ADR-011 — Definir SLOs de custo e latência a partir de staging, Alternativa rejeitada, Consequências, Contexto, Decisão + +### Community 470 - "7. Checklist de release" +Cohesion: 0.40 +Nodes (5): 7.1 Código e documentação, 7.2 Testes, 7.3 Staging, 7.4 Configuração, 7. Checklist de release + +### Community 471 - "2. 📰 Extrator de Manchetes do Google News" +Cohesion: 0.40 +Nodes (5): 2. 📰 Extrator de Manchetes do Google News, Argumentos e Flags de Linha de Comando, Diferenciais Técnicos, Exemplos Práticos de Uso, O que é e Como Funciona + +### Community 472 - "[CHECKLIST TYPE] Checklist: [FEATURE NAME]" +Cohesion: 0.40 +Nodes (4): [Category 1], [Category 2], [CHECKLIST TYPE] Checklist: [FEATURE NAME], Notes + +### Community 474 - "User Scenarios & Testing *(mandatory)*" +Cohesion: 0.40 +Nodes (5): Edge Cases, User Scenarios & Testing *(mandatory)*, User Story 1 - Roteamento Exclusivo de Notícias Predominantemente de Mídia (Priority: P1), User Story 2 - Roteamento Direto e Preservação de Notícias Textuais (Priority: P2), User Story 3 - Resiliência com Fallback Operacional Sequencial e Registro de Falhas (Priority: P3) + +### Community 475 - "graphify reference: add a URL and watch a folder" +Cohesion: 0.50 +Nodes (3): For /graphify add, For --watch, graphify reference: add a URL and watch a folder + +### Community 476 - "graphify reference: commit hook and native CLAUDE.md integration" +Cohesion: 0.50 +Nodes (3): For git commit hook, For native CLAUDE.md integration, graphify reference: commit hook and native CLAUDE.md integration + +### Community 477 - "graphify reference: incremental update and cluster-only" +Cohesion: 0.50 +Nodes (3): For --cluster-only, For --update (incremental re-extraction), graphify reference: incremental update and cluster-only + +### Community 478 - "ponytail-debt/SKILL.md" +Cohesion: 0.50 +Nodes (3): Boundaries, Output, Scan + +### Community 479 - "6. Contrato de entrada" +Cohesion: 0.50 +Nodes (4): 6.1 Formato, 6.2 Valores aceitos para `selected_extractor`, 6.3 Campos obrigatórios após a resolução, 6. Contrato de entrada + +### Community 480 - "12. Preparação determinística" +Cohesion: 0.50 +Nodes (4): 12.1 Limite, 12.2 Técnicas permitidas, 12.3 Técnicas proibidas, 12. Preparação determinística + +### Community 481 - "15. Pequenos reparos textuais" +Cohesion: 0.50 +Nodes (4): 15.1 Permissão, 15.2 Proibições, 15.3 Forma auditável, 15. Pequenos reparos textuais + +### Community 482 - "9. Contrato do ECP" +Cohesion: 0.50 +Nodes (4): 9.1 Obrigatoriedade, 9.2 Schema, 9.3 Resultados possíveis, 9. Contrato do ECP + +### Community 483 - "15. Higienização extrativa" +Cohesion: 0.50 +Nodes (4): 15.1 Interface, 15.2 Garantia de grounding, 15.3 Fallback, 15. Higienização extrativa + +### Community 484 - "16. Pequenos reparos" +Cohesion: 0.50 +Nodes (4): 16.1 Representação, 16.2 Validação, 16.3 Responsabilidade do prompt, 16. Pequenos reparos + +### Community 485 - "20. Model Gateway" +Cohesion: 0.50 +Nodes (4): 20.1 Interface mínima, 20.2 Configuração, 20.3 Retry, 20. Model Gateway + +### Community 486 - "23. Observabilidade" +Cohesion: 0.50 +Nodes (4): 23.1 Hierarquia, 23.2 Conteúdo, 23.3 Degradação, 23. Observabilidade + +### Community 487 - "3. Limites do sistema" +Cohesion: 0.50 +Nodes (4): 3.1 Entrada, 3.2 Saída, 3.3 Dependências externas, 3. Limites do sistema + +### Community 488 - "9. Política de dependências" +Cohesion: 0.50 +Nodes (4): 9.1 Preferência, 9.2 Aprovação, 9.3 Proibições, 9. Política de dependências + +### Community 489 - "12. Monitoramento" +Cohesion: 0.50 +Nodes (4): 12.1 Saúde, 12.2 Qualidade, 12.3 Sinais para análise futura, 12. Monitoramento + +### Community 490 - "14. Reprocessamento" +Cohesion: 0.50 +Nodes (4): 14.1 Mesma configuração, 14.2 Configuração diferente, 14.3 Proibição, 14. Reprocessamento + +### Community 491 - "16. Falha do provider primário" +Cohesion: 0.50 +Nodes (4): 16. Falha do provider primário, Comportamento esperado, Escalada, Investigação + +### Community 492 - "21. Falha do SQLite" +Cohesion: 0.50 +Nodes (4): 21. Falha do SQLite, Ação para corrupção, Ação para lock, Sintomas + +### Community 493 - "6. Configuração obrigatória" +Cohesion: 0.50 +Nodes (4): 6.1 Funcional, 6.2 Secrets, 6.3 Valores definidos após staging, 6. Configuração obrigatória + +### Community 494 - "⚙️ Instalação e Setup" +Cohesion: 0.50 +Nodes (4): 1. Clonar o Repositório e Criar Ambiente Virtual, 2. Instalar Dependências, 3. Baixar Binários do Navegador Stealth (Camoufox), ⚙️ Instalação e Setup + +### Community 495 - "3. 📄 Extrator e Parser Multimotor de Artigos" +Cohesion: 0.50 +Nodes (4): 3. 📄 Extrator e Parser Multimotor de Artigos, Argumentos e Flags CLI, Exemplos de Uso, Visão Geral e Tríplice Extração + +### Community 496 - "remove_duplicate_initial_h1" +Cohesion: 0.50 +Nodes (4): Remove o primeiro título H1 do corpo somente quando ele for igual ao título…, remove_duplicate_initial_h1(), Testa remoção de H1 inicial coincidente com título com variações de espaços e…, test_remove_duplicate_initial_h1_exact_and_variations() + +### Community 498 - "JSON Schema Contract: Article Content Multi-Engine Extractor" +Cohesion: 0.50 +Nodes (3): 1. Schema de Entrada (Input JSON), 2. Schema de Saída (Output JSON), JSON Schema Contract: Article Content Multi-Engine Extractor + +### Community 499 - "Release Quality Summary Report" +Cohesion: 0.50 +Nodes (3): 1. Compliance Matrix: 11 Critical Invariants, 2. Test Execution & Coverage, Release Quality Summary Report + +### Community 503 - "13. Candidatos e proveniência" +Cohesion: 0.67 +Nodes (3): 13.1 URL de origem, 13.2 Fontes de metadados, 13. Candidatos e proveniência + +### Community 504 - "16. Imagens e links" +Cohesion: 0.67 +Nodes (3): 16.1 Imagens editoriais, 16.2 Links, 16. Imagens e links + +### Community 505 - "17. Gate ECP" +Cohesion: 0.67 +Nodes (3): 17.1 Entrada, 17.2 Decisão, 17. Gate ECP + +### Community 506 - "18. Enriquecimento" +Cohesion: 0.67 +Nodes (3): 18.1 Sentimento, 18.2 Tags, 18. Enriquecimento + +### Community 507 - "5. Escopo" +Cohesion: 0.67 +Nodes (3): 5.1 Incluído, 5.2 Fora do escopo, 5. Escopo + +### Community 508 - "14. Modelo de candidatos" +Cohesion: 0.67 +Nodes (3): 14.1 Ordem, 14.2 Equivalência, 14. Modelo de candidatos + +### Community 509 - "22. Renderer e arquivos" +Cohesion: 0.67 +Nodes (3): 22.1 Nomes, 22.2 Escrita atômica, 22. Renderer e arquivos + +### Community 511 - "15. Falha de validação de entrada" +Cohesion: 0.67 +Nodes (3): 15. Falha de validação de entrada, Ação, Sintomas + +### Community 512 - "17. Falha semântica ou de grounding" +Cohesion: 0.67 +Nodes (3): 17. Falha semântica ou de grounding, Ação, Sintomas + +### Community 513 - "18. Falha do ECP" +Cohesion: 0.67 +Nodes (3): 18. Falha do ECP, Ação, Comportamento esperado + +### Community 514 - "20. Falha do Langfuse" +Cohesion: 0.67 +Nodes (3): 20. Falha do Langfuse, Comportamento esperado, Recuperação + +### Community 515 - "22. Falha de filesystem ou disco" +Cohesion: 0.67 +Nodes (3): 22. Falha de filesystem ou disco, Ação, Sintomas + +### Community 516 - "26. Rollback manual" +Cohesion: 0.67 +Nodes (3): 26. Rollback manual, Gatilhos, Procedimento + ## Knowledge Gaps -- **2653 isolated node(s):** `__dirname`, `skillRoot`, `TYPES`, `COMPOSITION_CHECKS`, `CHECK_FIXES` (+2648 more) +- **2911 isolated node(s):** `__dirname`, `skillRoot`, `TYPES`, `COMPOSITION_CHECKS`, `CHECK_FIXES` (+2906 more) These have ≤1 connection - possible missing edges or undocumented components. -- **68 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes. +- **69 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes. ## Suggested Questions _Questions this graph is uniquely positioned to answer:_ -- **Why does `properties` connect `properties` to `enum`, `row`, `sources`, `enum`, `size`, `enum`, `wraps`, `col`, `label`, `required`, `width`?** - _High betweenness centrality (0.002) - this node is a cross-community bridge._ -- **Why does `ECPSnapshot` connect `ECPSnapshot` to `adapter.py`, `test_benchmark_24.py`, `ClassificationResult`, `LLMFallbackAdapter`, `tools/models.py`, `test_models.py`, `classifier.py`?** - _High betweenness centrality (0.002) - this node is a cross-community bridge._ -- **Why does `properties` connect `properties` to `architecture.schema.json`, `layout`, `meta`, `required`?** +- **Why does `properties` connect `properties` to `labelSegment`, `pad`, `enum`, `row`, `wraps`, `enum`, `enum`, `width`, `size`, `required`?** + _High betweenness centrality (0.001) - this node is a cross-community bridge._ +- **Why does `properties` connect `properties` to `architecture.schema.json`, `layout`, `required`?** + _High betweenness centrality (0.001) - this node is a cross-community bridge._ +- **Why does `ECPSnapshot` connect `ECPSnapshot` to `adapter.py`, `test_models.py`, `classifier.py`, `test_benchmark_24.py`, `tools/models.py`, `ClassificationResult`, `main`?** _High betweenness centrality (0.001) - this node is a cross-community bridge._ - **Are the 6 inferred relationships involving `InherenceClassifier` (e.g. with `ECPClassificationAdapter` and `LocalEmbeddingsAdapter`) actually correct?** _`InherenceClassifier` has 6 INFERRED edges - model-reasoned connections that need verification._ - **What connects `__dirname`, `skillRoot`, `TYPES` to the rest of the system?** - _2653 weakly-connected nodes found - possible documentation gaps or missing edges._ -- **Should `Task Planning` be split into smaller, more focused modules?** - _Cohesion score 0.07407407407407407 - nodes in this community are weakly interconnected._ -- **Should `Convergence Workflow` be split into smaller, more focused modules?** - _Cohesion score 0.125 - nodes in this community are weakly interconnected._ \ No newline at end of file + _2911 weakly-connected nodes found - possible documentation gaps or missing edges._ +- **Should `architecture-delta.mjs` be split into smaller, more focused modules?** + _Cohesion score 0.06506849315068493 - nodes in this community are weakly interconnected._ +- **Should `render-architecture.mjs` be split into smaller, more focused modules?** + _Cohesion score 0.05747126436781609 - nodes in this community are weakly interconnected._ \ No newline at end of file diff --git a/graphify-out/cache/stat-index.json b/graphify-out/cache/stat-index.json index 2256964..0f67727 100644 --- a/graphify-out/cache/stat-index.json +++ b/graphify-out/cache/stat-index.json @@ -1 +1 @@ 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