Agent skill · research science · aiskillstore
clarity-gate
Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow
Why this skill is useful
Provides domain-specific knowledge and patterns for pre-ingestion verification in RAG systems that the AI wouldn't reliably generate on its own.
What it needs
About 1k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
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.
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/clarity-gate