# clarity-gate

> Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow

- Author: github-actions[bot]
- Repository: ranbot-ai/awesome-skills
- Version: 20260207065816
- Stars: 1
- Forks: 0
- Last Updated: 2026-02-07
- Source: https://github.com/ranbot-ai/awesome-skills
- Web: https://mule.run/skillshub/@@ranbot-ai/awesome-skills~clarity-gate:20260207065816

---

---
name: clarity-gate
description: Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow 
category: AI & Agents
source: antigravity
tags: [workflow, rag]
url: https://github.com/sickn33/antigravity-awesome-skills/tree/main/skills/clarity-gate
---


# 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).