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yes-md

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6-layer AI governance: safety gates, evidence-based debugging, anti-slack detection, and machine-enforced hooks. Makes AI safe, thorough, and honest.

When to use

• Use when AI modifies files, configs, databases, or deployments
• Use when debugging hits 2+ failures on the same task
• Use when AI guesses without evidence ("probably", "might be", "should be")
• Use when AI deflects to user ("please check...", "you should manually...")
• Use when AI finishes a fix without verifying it works
• Use when AI makes a root-cause claim without supporting data
• Use alongside persistence-focused skills (like PUA) for balanced governance

When not to use

• Use this skill only when the task clearly matches the scope described above.
• Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
• Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

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