somnus0x/agt-skill-pack/factory-review
Claude Code and agent skill by somnus0x/agt-skill-pack
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Checking that the SKILL.md file is still in the repository.
Cross-model adversarial critique: use a different AI model to review anything your primary AI produced — posts, specs, code, research, decisions. Same-model self-review falls into local minima; a different model catches different blind spots.
Install
npx vskill@latest install somnus0x/agt-skill-pack/factory-reviewSKILL.md
Factory Review — Cross-Model Adversarial Critique
Use a different AI model to review anything your primary AI produced. Same-model self-review falls into local minima. A different model catches different blind spots.
Why
Claude reviewing Claude's output has predictable blind spots. GPT reviewing Claude (or vice versa) catches what the original model was trained to overlook. Two-model review (executor + critic) produces better output than self-play.
How to use
Option A — Two chat windows:
- Draft something in your primary AI (Claude, GPT, Gemini, etc.)
- Open a different AI in another tab
- Paste the relevant review prompt below + your draft
- Read the review, apply what's valid, ignore what's noise
Option B — CLI tools (advanced): If you have access to multiple AI CLIs (Claude Code, Codex, droid, etc.), you can pipe content directly. See the CLI section at the bottom.
Review Modes
1. Content Review (posts, threads, copy, docs)
Paste this into a different AI than the one that wrote your draft:
2. Spec / Architecture Review
3. Code Review
4. Claims / Fact Check
5. Quick Review (anything, 30 seconds)
The Rule: You Are the Editor, Not the Reviewer
The reviewer model may be wrong. Models hallucinate. Don't blindly accept all feedback.
Your job after getting the review:
- Which points are real issues vs noise?
- Which fixes are worth the effort vs style preferences?
- Is the reviewer too conservative? ("Add more error handling" on internal code = noise)
- Did the reviewer miss the REAL issue while flagging minor ones?
Example: "Reviewer flagged 5 issues. #1 and #3 are real — fixing them. #2 is wrong because X. #4 and #5 are style preferences, skipping."
Model Pairing Guide
| Your primary AI | Good reviewers | |
|---|---|---|
| Claude | GPT, Gemini, DeepSeek | |
| GPT | Claude, Gemini, DeepSeek | |
| Gemini | Claude, GPT, DeepSeek | |
| Any | Use a different model than the one that wrote it |
For code: DeepSeek or Claude tend to be strongest. For content: GPT or Gemini catch different voice/logic issues. For fact-checking: Gemini has broadest web knowledge.
CLI Usage (Advanced)
If you use Claude Code, Codex CLI, or similar tools, you can automate the review:
The specific CLI command depends on your tools. The prompts above work with any model.
From [AGT Skill Pack](https://github.com/somnus0x/agt-skill-pack) — free skills from [Agent Dev Thailand](https://facebook.com/agentdevthailand)
Security
- Security scanPassed, 100 of 100Pattern checks on the skill's files.
- Model reviewNot runA model review is scheduled for the next rescan.
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingskills/factory-review/SKILL.md
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Works with
Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.
- Claude Code
- Cursor
- GitHub Copilot
- Windsurf
- Codex
- Gemini CLI
- Cline
- Amp
- Roo Code
- Goose
- Continue
- Kilo Code
- Junie
- Trae
- OpenHands
- Qwen Code
- AI Agent
- Tabnine Chat
- Sourcegraph Cody
- Amazon Q
- Firebase Genkit
- Sweep
- Devin
- Phind
- Mentat
- Claude Desktop
- Aider
- GPT Pilot
- Plandex
- bolt.new
- v0
- Replit Agent
- Anse
- TypingMind
- BetterChatGPT
- LibreChat
- Warp AI
- Pieces
- Fig AI
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