evaluate-findings

Installation
SKILL.md

Evaluate Findings

Assess external feedback (code reviews, AI suggestions, PR comments) with adversarial verification. Triage findings into actionable verdicts. Do not apply fixes.

Step 1: Assess Each Finding

For each finding:

  1. Read the referenced code at the mentioned location — include the full function or logical block, not just the flagged line

  2. Check for early exits:

    • If the finding references code that no longer exists or has since changed, skip it and note that the code has diverged.
    • If two findings conflict with each other, skip both and document the conflict.
  3. Determine scope — clarify whether the issue was introduced by the PR/changeset or is pre-existing. Present this distinction explicitly so the user can decide whether it belongs in this PR's scope.

    • Pre-existing issues in earlier commits on the same feature branch are in-scope by default — the entire branch is one coherent unit of work.
    • Out-of-scope findings that are genuinely useful and have low blast radius should be accepted. Only skip out-of-scope findings when the change is disproportionate to the current work.
  4. Verify the claim against the actual code — does the issue genuinely exist?

  5. Assess severity:

    | Severity | Meaning |

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Mar 11, 2026