clarity-gate
CommunityEnsure epistemic quality for RAG.
Software Engineering#rag#data validation#hallucination prevention#epistemic quality#document verification#clarity gate
AuthorNyua
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill prevents low-quality or hallucinated content from entering knowledge bases by performing pre-ingestion verification, ensuring documents meet epistemic standards.
Core Features & Use Cases
- Epistemic Quality Assurance: Verifies documents for clarity, assumption visibility, and data consistency before RAG ingestion.
- CGD & SOT Generation: Produces Clarity-Gated Documents (CGD) and validates Source of Truth (SOT) files.
- Use Case: Before ingesting a batch of research papers into a RAG system, use this Skill to flag any claims presented as fact without proper hedging or sourcing, preventing the RAG from learning and propagating misinformation.
Quick Start
Run the clarity gate skill to verify the document 'research_paper_v1.md'.
Dependency Matrix
Required Modules
None requiredComponents
referencesscripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: clarity-gate Download link: https://github.com/Nyua/personal-profile-webpage/archive/main.zip#clarity-gate Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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