Mohamed Khairy

AI agent skills have a hidden failure mode: runtimes like Claude Code and Cursor load only the skill's name + description line, and decide from that alone whether to open it. If it doesn't match how users phrase requests, the skill silently never runs. trigger-doctor tests that gate: it simulates the judgment with a labeled suite, diagnoses misses, prescribes the fix, and saves a regression suite to re-run after model updates. Zero dependencies, CI exit codes, 3/3 skills.sh security audits.

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