41 lines
1.9 KiB
Markdown
41 lines
1.9 KiB
Markdown
# Specification Quality Checklist: Multilingual NLP Entity Inherence Classifier
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**Purpose**: Validate specification completeness and quality before proceeding to planning
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**Created**: 2026-08-19
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**Feature**: [spec.md](../spec.md)
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## Content Quality
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- [x] No implementation details (languages, frameworks, APIs)
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- [x] Focused on user value and business needs
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- [x] Written for non-technical stakeholders
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- [x] All mandatory sections completed
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## Requirement Completeness
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- [x] No [NEEDS CLARIFICATION] markers remain
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- [x] Requirements are testable and unambiguous
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- [x] Success criteria are measurable
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- [x] Success criteria are technology-agnostic (no implementation details)
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- [x] All acceptance scenarios are defined
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- [x] Edge cases are identified
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- [x] Scope is clearly bounded
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- [x] Dependencies and assumptions identified
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## Feature Readiness
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- [x] All functional requirements have clear acceptance criteria
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- [x] User scenarios cover primary flows
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- [x] Feature meets measurable outcomes defined in Success Criteria
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- [x] No implementation details leak into specification
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## Notes
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- Initial requirements documented from user audio brief and refined with POC constraints.
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- ECP defined as Entity Context Profile with materialized JSON snapshots.
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- Tier 1 (deterministic rules) defined as mandatory core; Tier 2 (embeddings) and Tier 3 (LLM) defined as optional/configurable (LLM off by default, no API key required).
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- Decision rules explicitly codified for all 4 categories and derived `is_inherent` boolean.
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- Success criteria scoped to a controlled 24-case POC benchmark suite (6 languages × 4 decision types).
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- Structured error codes defined (`invalid_ecp_json`, `invalid_markdown`, `unsupported_language`, `empty_content`, `missing_required_field`).
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- Explicit out-of-scope declarations enforced (No REST API, No package publishing, No queues/workers, No runtime DB/Neo4j).
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