clarity-gate
Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow
npx skills add majiayu000/claude-skill-registry --skill clarity-gate-akramhezam-khaleel-gecec --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Clarity Gate ## Overview Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow ## When to Use This Skill Use this skill when you need to work with pre-ingestion verification for epistemic quality in rag systems with 9-point verification and two-round hitl workflow. ## Instructions This skill provides guidance and patterns for pre-ingestion verification for epistemic quality in rag systems with 9-point verification and two-round hitl workflow. For more information, see the [source repository](https://github.com/frmoretto/clarity-gate).
- Overview
- When to Use This Skill
- Instructions
What does the clarity-gate skill do?
Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill clarity-gate-akramhezam-khaleel-gecec --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.