multiAI Summary Pending

clarity-gate

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

231 stars

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/clarity-gate/SKILL.md --create-dirs "https://raw.githubusercontent.com/aiskillstore/marketplace/main/skills/sickn33/clarity-gate/SKILL.md"

Manual Installation

Download SKILL.md from GitHub
Place it in .claude/skills/clarity-gate/SKILL.md inside your project
Restart your AI agent — it will auto-discover the skill

How clarity-gate Compares

Feature / Agent	clarity-gate	Standard Approach
Platform Support	multi	Limited / Varies
Context Awareness	High	Baseline
Installation Complexity	Unknown	N/A

Frequently Asked Questions

What does this skill do?

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

Which AI agents support this skill?

This skill is compatible with multi.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# 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).