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---
name: clarity-gate
description: "Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow"
source: "https://github.com/frmoretto/clarity-gate"
risk: safe
---
# 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).