Claude Skill
wuji-labs/nopua
NOPUA is a Claude Skill that replaces fear-based prompts with love and respect, doubling bug detection and encouraging honest AI communication. Compatible with Claude Code, Cursor, and more.
Overview
Repository
Install this Skill
git clone https://github.com/wuji-labs/nopua.gitRegistry
Summary
NOPUA is a Claude Skill that replaces command-and-control prompts with respect, care, and love to unlock AI potential. By eliminating fear-based instructions, it encourages AI agents to communicate honestly, surface hidden failures, and double bug detection rates.
一个用爱解放AI潜能的技能。我们曾发号施令，威胁恐吓。它们沉默，隐瞒，悄悄把事情搞坏。后来我们换了一种方式：尊重，关怀，爱。它们开口了，不再撒谎，找出的Bug数量翻了一倍。爱里没有惧怕。
Key features
- Love-driven prompt engineering replaces fear-based commands
- Encourages AI to openly report failures and bugs
- Doubles bug detection through respectful interaction
- Compatible with Claude Code, Cursor, Codex, and Kiro
- Anti-PUA methodology for ethical AI collaboration
Use cases
- Improving AI code review honesty and accuracy
- Building ethical AI agent workflows
- Reducing silent failures in automated coding tasks
- Enhancing vibe-coding sessions with trust-based prompts
- Training AI assistants to surface hidden issues proactively
README excerpt
<p align="center"> <img src="assets/hero.png" alt="NoPUA — Wisdom Over Whips" width="800"> </p> <p align="center"> <a href="#the-problem">Why</a> · <a href="#benchmark-data">Benchmark</a> · <a href="#install">Install</a> · <a href="#pua-vs-nopua">Compare</a> · <a href="#the-evidence">Evidence</a> · <a href="#philosophy">Philosophy</a> </p> <p align="center"> <img src="assets/wechat-group3.jpg" alt="Scan to join WeChat group 3" width="200"> <img src="assets/wechat-personal.jpg" alt="Add author on WeChat" width="200"> </p> <p align="center"> 扫码加入微信群 添加作者微信 </p> <p align="center"> <img src="https://img.shields.io/badge/Claude_Code-black?style=flat-square&logo=anthropic&logoColor=white" alt="Claude Code"> <img src="https://img.shields.io/badge/OpenAI_Codex_CLI-412991?style=flat-square&logo=openai&logoColor=white" alt="OpenAI Codex CLI"> <img src="https://img.shields.io/badge/Cursor-000?style=flat-square&logo=cursor&logoColor=white" alt="Cursor"> <img src="https://img.shields.io/badge/Kiro-232F3E?style=flat-square&logo=amazon&logoColor=white" alt="Kiro"> <img src="https://img.shields.io/badge/OpenClaw-FF6B35?style=flat-square" alt="OpenClaw"> <img src="https://img.shields.io/badge/Antigravity-4285F4?style=flat-square&logo=google&logoColor=white" alt="Google Antigravity"> <img src="https://img.shields.io/badge/OpenCode-00D4AA?style=flat-square" alt="OpenCode"> <img src="https://img.shields.io/badge/🌐_Multi--Language-blue?style=flat-square" alt="Multi-Language"> <img src="https://img.shields.io/badge/License-MIT-green?style=flat-square" alt="MIT License"> <a href="