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OpenClaw

clarity-gate

Pre-ingestion verification for epistemic quality in RAG systems. Ensures documents are properly qualified before entering knowledge bases. Produces CGD (Clarity-Gated Documents) and validates SOT (Source of Truth) files.

frmoretto0 installations selon la source☆ 0 Étoiles du dépôtv2.1.3

Installation

Suivez les instructions du dépôt pour votre agent. Consultez les fichiers et dépendances avant l’installation.

SkillHub CLI

skillhub install frmoretto/clarity-gate

Examinez la source et la compatibilité, puis suivez les étapes d’installation.

Donnez le lien à votre agent et demandez-lui d’examiner instructions et dépendances avant d’expliquer les étapes.

Voir la source ↗Guides

Instructions

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)
Bundled Scripts claim_id.py and document_hash.py for deterministic computations

Specifications

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.


Validation Codes

Clarity Gate defines validation codes for structural and semantic checks per FORMAT_SPEC v2.1:

HITL Claim Validation (§1.3.2-1.3.3)
Code Check Severity
W-HC01 Partial confirmed-by/confirmed-date fields WARNING
W-HC02 Vague source (e.g., "industry reports", "TBD") WARNING
E-SC06 Schema error in hitl-claims structure ERRO...

Informations sur la source

Source
github
Repository
openclaw/skills
Path
skills/frmoretto/clarity-gate
Version
2.1.3
Commit
73496fa5a669e84c1a3332b3da69211e0cdefc6b
Source de classification
rules
Statut
active
Visibilité
public

Ces informations proviennent de l’analyse indexée et peuvent être anciennes. Vérifiez les fichiers actuels.

Contenu extrait

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) |
| **Bundled Scripts** | `claim_id.py` and `document_hash.py` for deterministic computations |

---

## Specifications

This skill implements and references:

| Specification | Version | Location |
|---------------|---------|----------|
| Clarity Gate Format (Unified) | v2.1 | [docs/CLARITY_GATE_FORMAT_SPEC.md](../../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.

---

## Validation Codes

Clarity Gate defines validation codes for structural and semantic checks per FORMAT_SPEC v2.1:

### HITL Claim Validation (§1.3.2-1.3.3)
| Code | Check | Severity |
|------|-------|----------|
| **W-HC01** | Partial `confirmed-by`/`confirmed-date` fields | WARNING |
| **W-HC02** | Vague source (e.g., "industry reports", "TBD") | WARNING |
| **E-SC06** | Schema error in `hitl-claims` structure | ERRO...

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