clarity-gate

Originally fromfrmoretto/clarity-gate
Installation
SKILL.md

Clarity Gate v2.1

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."


What's New in v2.1

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)
Related skills
Installs
101
GitHub Stars
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First Seen
Feb 3, 2026