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Plan a code change before implementation. Reads docs and source, produces a concise spec for human approval. Use for any non-trivial task.
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Based on SOC occupation classification
Adversarial code review — find bugs, style issues, SDK misuse, then challenge findings
Pre-PR pipeline — version bump check, changelog, lint, build, and diff summary
Phase 3 review — find unnecessary code, abstractions, and dead paths, then simplify
Phase 1 planning — read docs, read source, write implementation plan
Phase 4 verification — lint check then full dual-backend build verification
Adversarial code review with two passes. First finds issues, then challenges each finding to eliminate false positives. Use before merging.
| name | spec |
| description | Plan a code change before implementation. Reads docs and source, produces a concise spec for human approval. Use for any non-trivial task. |
Before writing any code, produce a plan for the requested change.
documentation/.Do NOT skip to implementation. A good plan lets you one-shot the draft phase.