# 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 <fingerprint>.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._