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Implementation agent that executes a single task and creates handoff on completion.
Implement technical plans from thoughts/shared/plans with verification.
Idempotent Redundancy.
Orientation to facet-format JIT deserialization (tiering, fallbacks, key types/entry points) and where to look when changing or debugging JIT code.
Hook Development Rules.
Systematic workflow for debugging by reproducing bugs with real data, reducing test cases to minimal examples, and adding regression tests.
Complete Claude Code hooks reference - input/output schemas, registration, testing patterns.
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Use when setting up new projects, configuring ESLint/Prettier alternatives, monorepos, library publishing, or when the user mentions Anthony Fu's preferences.