# AI Transfer Quality Control

> Router for quality-control AI-transfer techniques: claim/evidence gates, preflight, critique loops, provenance, context gating, root cause, attribution, triangulation, proofreading marks. Use when verifying or hardening AI outputs. Scope boundary: full catalog → `ai-transfer-ecosystem-primer`.

- Skill: `catcorner22/ai-transfer-quality-control` (Agent Skill)
- Install (CLI): `npx skillmds@latest add catcorner22/ai-transfer-quality-control`
- Raw SKILL.md: https://api.skillmd.com/api/skills/catcorner22/ai-transfer-quality-control/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: CatCorner22 (https://skillmd.com/u/catcorner22)
- Updated: 2026-09-21
- Page: https://skillmd.com/skills/catcorner22/ai-transfer-quality-control

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# AI transfer — quality control

Router for category: **quality control**.

## Skills in this category

- **`double-entry-claims`**
- **`pipeline-preflight`**
- **`progressive-resistance-critique`**
- **`chain-of-custody-provenance`**
- **`sterile-cockpit-context`**
- **`five-whys-failure-recovery`**
- **`journalistic-attribution`**
- **`survey-triangulation`**
- **`proofreading-marks`**

## When to use this category

Load when the failure mode matches **quality-control** — see individual skills for implementation specs.

## Up

→ **`ai-transfer-ecosystem-primer`**