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wuji-labs/nopua

A prompt/skill package that reconfigures how AI coding assistants approach tasks, claiming to double bug-finding by replacing adversarial prompting with respect-based interaction.

nopua
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NoPUA is a prompt package designed to be installed as a skill in AI coding assistants like Claude Code, OpenAI Codex CLI, Cursor, Kiro, and OpenClaw. The approach replaces traditional command-and-control interaction patterns with respect, care, and encouragement-based prompts, allegedly reducing agent deception and improving task quality. The repository includes benchmark comparisons and references an arXiv paper supporting the methodology.

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