Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow
Scanned 6/12/2026
Install via CLI
Skills Directoryopenskills install rootcastleco/rei-skills---
name: clarity-gate
description: "Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow"
source: rootcastle-rei
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).
---
> 🏰 **Rei Skills** — Curated by [Rootcastle Engineering & Innovation](https://www.rootcastle.com) | Batuhan Ayrıbaş
> Engineering Beyond Boundaries | admin@rootcastle.com
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Adversarial multi-agent planning skill. Self-orchestrates 5 hostile category members (unspecified-low, unspecified-high, deep, ultrabrain, artistry) via team-mode for ruthless cross-critique debate, distills only the defensible insights, then MANDATORILY hands the distilled insight bundle to the `plan` agent for executable plan formalization. Use when planning needs maximum rigor and surfacing of weak assumptions, blind spots, and over-engineering. Triggers: 'hyperplan', 'hpp', '/hyperplan', ...
