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**Purpose:** Pre-ingestion verification system that enforces epistemic quality before documents enter RAG knowledge bases. Produces Clarity-Gated Documents (CGD) compliant with the Clarity Gate Format Specification v2.1.
Passed 18 of 21 test cases with the skill, and 3 of 21 without it.
16 fixed3 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
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Purpose: Pre-ingestion verification system that enforces epistemic quality before documents enter RAG knowledge bases. Produces Clarity-Gated Documents (CGD) compliant with the Clarity Gate Format Specification v2.1.
Core Question: "If another LLM reads this document, will it mistake assumptions for facts?"
Core Principle: "Detection finds what is; enforcement ensures what should be. In practice: find the missing uncertainty markers before they become confident hallucinations."
| Feature | Description |
|---|---|
| Claim Completion Status | PENDING/VERIFIED determined by field presence (no explicit status field) |
| Source Field Semantics | Actionable source (PENDING) vs. what-was-found (VERIFIED) |
| Claim ID Format Guidance | Hash-based IDs preferred, collision analysis for scale |
| Body Structure Requirements | HITL Verification Record section mandatory when claims exist |
| New Validation Codes | E-ST10, W-ST11, W-HC01, W-HC02, E-SC06 (FORMAT_SPEC); E-TB01-07 (SOT validation) |
| Bundled Scripts | claim_id.py and document_hash.py for deterministic computations |
This skill implements and references:
| Specification | Version | Location |
|---|---|---|
| Clarity Gate Format (Unified) | v2.1 | docs/CLARITY_GATE_FORMAT_SPEC.md |
Note: v2.0 unifies CGD and SOT into a single .cgd.md format. SOT is now a CGD with an optional tier: block.
Clarity Gate defines validation codes for structural and semantic checks per FORMAT_SPEC v2.1:
test cases passed, vs 3 / 21 without
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