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surgical-implementation

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UpdatedMay 11, 2026 at 11:09

Surgical code-execution skill for AI coding agents on legacy codebases. Use WHENEVER the user asks to IMPLEMENT, CODE, BUILD, APPLY, or FIX from a contract source — IMP / Plan + TASK-NN, RCA report, freeform task, or Jira ticket. Triggers on /implement, /bug.fix, /code, /apply, /fix, "implement this", "code this", "build this", "apply this fix", "fix this bug", "execute the plan", "implement the blueprint", paths like `IMP-*.md`, `PLAN-*.md`, `RCA-*.md` followed by "implement"/"fix"/"apply", or pasted Jira ticket asking "implement / fix / build". Two MODES — IMPLEMENT (from IMP / Plan + TASK-NN / freeform) and FIX (from RCA Section 7.1 PRIMARY fix). Surgical-changes-first, verifier-guided, falsification-first, anti-hallucination — Read-Before-Edit + 3-line anchored edits, Stale-Context check, YAGNI master checklist, Diff-Budget hard cap (1.5× planned), Semantic Diff Guard (forbidden orthogonal damage), Verifier-Guided Self-Refinement Loop (run → on FAIL revise → rerun, max 3), Mutation Challenge on the fix, a

Installation

Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.

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