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tlzmw001/naiyue-skills

Naiyue's skill toolbox for Claude: AI makes only true/false decisions, handing control to deterministic structures.

What is naiyue-skills?

This skill, 'naiyue-skills' by tlzmw001, is a toolbox designed for Claude and similar AI agents. Its core philosophy is to limit the AI's role to making binary (true/false) decisions, shifting control to deterministic, structured logic rather than open-ended generative responses. This approach aims to increase reliability, predictability, and safety in agentic workflows by reducing ambiguity and hallucination risks. The skill likely provides a framework of tools, patterns, or functions that developers can integrate to enforce strict decision boundaries in their AI applications, supporting platforms like Claude Code or other agent systems. It is inspired by the concept of 'structural determinism,' where the AI's outputs are constrained by predefined rules and data flow, making it particularly useful for tasks requiring high accuracy and auditability.

Works with✓Claude Code~Codex CLI~Cursor
npx skills add tlzmw001/naiyue-skills

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What does naiyue-skills do?

Naiyue's skill toolbox for Claude: AI makes only true/false decisions, handing control to deterministic structures.

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