Clarity Gate

SkillAI & models

Lets your agent check and qualify documents before adding them to a knowledge base.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Clarity Gate skill

About this capability

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

What this skill tells your AI

The instructions your AI receives, as published by agent-skills-hub/agent-skills-hub in skills/clarity-gate/SKILL.md and read by ahel’s review.

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.

Signals

GitHub stars
96
Forks
35
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
clarity-gate
Source
github.com/agent-skills-hub/agent-skills-hub