# POC Readiness & Requirements Quality Checklist: Multilingual NLP Entity Inherence Classifier **Purpose**: Validate requirement quality, clarity, and completeness for the POC implementation before code execution **Created**: 2026-08-20 **Feature**: [spec.md](../spec.md) | [plan.md](../plan.md) **Note**: This custom checklist is generated by the `/speckit-checklist` command based on feature context and requirements. **Review Ownership**: This checklist is a reviewer-owned requirements-quality review artifact. Mark an item `[x]` only when the reviewer determines the requirements-quality criterion is satisfied. **Marker Semantics**: `[x]` means the criterion has been reviewed and satisfied for requirements quality. It does not mean implementation work is complete. --- ## 1. Requirement Completeness & Scope Boundaries - [x] CHK001 Are the required and optional fields of the ECP Snapshot explicitly specified with defaults? [Completeness, Spec §FR-003] - [x] CHK002 Is the CLI execution contract completely specified with argument names, flags, and file path requirements? [Completeness, Spec §FR-002] - [x] CHK003 Are explicit out-of-scope boundaries (no REST API, no live Neo4j, no worker queues) clearly stated to prevent scope creep? [Scope, Spec §Assumptions & Scope] - [x] CHK004 Is the behavior for missing `--output` (printing to stdout) explicitly defined? [Completeness, Spec §FR-002] --- ## 2. Requirement Clarity & Decision Semantics - [x] CHK005 Are the 4 decision categories (`DIRECT_INHERENT`, `CONTEXTUAL_INHERENT`, `TANGENTIAL`, `NOT_RELATED`) defined with unambiguous conditions? [Clarity, Spec §FR-005] - [x] CHK006 Is the deterministic derivation rule for `is_inherent` (`true` for DIRECT/CONTEXTUAL, `false` for TANGENTIAL/NOT_RELATED) mathematically unambiguous? [Clarity, Spec §FR-006] - [x] CHK007 Is the 3-tier hybrid execution order explicitly defined such that clear cases never invoke Tier 2/Tier 3? [Clarity, Spec §FR-004] - [x] CHK008 Are all standardized error codes (`invalid_ecp_json`, `invalid_markdown`, `unsupported_language`, `empty_content`, `missing_required_field`) enumerated? [Clarity, Spec §FR-008] --- ## 3. Requirement Consistency & Alignment - [x] CHK009 Do the example filenames in `spec.md`, `plan.md`, `quickstart.md`, and `tasks.md` align consistently without discrepancies? [Consistency, Plan §Project Structure] - [x] CHK010 Is the benchmark test file name (`tests/test_benchmark_24.py`) consistent across all documentation artifacts? [Consistency, Quickstart §3] - [x] CHK011 Are dependencies strictly limited to `pytest` without mandatory external AI/cloud packages? [Consistency, Plan §Technical Context] --- ## 4. Acceptance Criteria & Measurability - [x] CHK012 Is the POC benchmark suite quantified with an explicit test count (24 cases = 6 languages × 4 decision types)? [Measurability, Spec §SC-002] - [x] CHK013 Is the accuracy target (≥ 90% precision) bounded specifically to the controlled 24-case benchmark suite? [Measurability, Spec §SC-002] - [x] CHK014 Is the execution latency target (< 200ms for Tier 1) testable and quantified? [Measurability, Spec §SC-004] --- ## 5. Scenario & Edge Case Coverage - [x] CHK015 Are requirements specified for malformed Markdown or empty content files? [Edge Cases, Spec §FR-008] - [x] CHK016 Are requirements specified for corrupted JSON or missing required ECP fields? [Edge Cases, Spec §FR-008] - [x] CHK017 Are negative anchor suppression rules specified for homonym disambiguation? [Coverage, Spec §FR-005] - [x] CHK018 Are graph snapshot relationship matches (weight, scope, relation_type) accounted for in contextual inherence decisions? [Coverage, Spec §FR-003, §FR-005] --- ## Notes - Mark items `[x]` only after review confirms the requirement-quality criterion is satisfied. - Leave items unchecked when they still require clarification, correction, or reviewer evaluation. - `/speckit-implement` reads checklist checkbox state as a gate and must not modify markers. - `checklists/requirements.md` has a separate built-in lifecycle maintained by `/speckit-specify` and `/speckit-clarify`.