skills/apply-findings/SKILL.md
Apply findings by making the suggested code changes. Applies accepted verdicts, escalates ambiguous findings to the user, and offers to note skipped genuine improvements. Use when the user asks to "apply findings", "apply fixes", "apply suggestions", "apply accepted findings", "fix the findings", or "apply the review results".
npx skillsauth add tobihagemann/turbo apply-findingsInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Apply evaluated findings from the conversation context. Findings must have been through /evaluate-findings first.
Collect all findings from the conversation context. Findings should have Verdict columns (Apply, Skip, Escalate) from /evaluate-findings.
If findings are unevaluated (raw output without verdicts), stop and say to run /evaluate-findings first.
Group Apply findings by file path and apply in file order to minimize context switching. For each finding:
If a finding references code that has changed since it was generated (e.g., by a prior fix in this same run), re-assess whether it still applies. Skip if the code has diverged.
For findings with Escalate verdict, use AskUserQuestion to present the trade-offs and let the user decide. Include your technical recommendation alongside the options. When options differ on both scope/intent adherence (what the task was scoped to do) and technical merit (what's engineering-wise better), state both axes explicitly — don't silently fold scope concerns into the technical recommendation.
/note-improvement skill to capture itDo not surface findings skipped as false positives or subjective preferences. For findings skipped solely because they are pre-existing, out of scope, or disproportionate, use AskUserQuestion to ask whether the user wants to apply the improvement now or note it for later:
/note-improvement skill to capture itSummarize what was applied, what was escalated, and what was skipped.
Then use the TaskList tool and proceed to any remaining task.
development
Run the post-implementation quality assurance workflow including tests, code polishing, review, and commit. Use when the user asks to "finalize implementation", "finalize changes", "wrap up implementation", "finish up", "ready to commit", or "run QA workflow".
development
Run the post-implementation quality assurance workflow including tests, code polishing, review, and commit. Use when the user asks to "finalize implementation", "finalize changes", "wrap up implementation", "finish up", "ready to commit", or "run QA workflow".
tools
Teach the user to deeply understand a change through interactive tutoring: restating understanding, drilling into why/what/how, and quizzing until mastery. The active counterpart to a one-shot explanation. Use when the user asks to "understand this change", "teach me this change", "help me understand what changed", "walk me through this change", "make sure I understand this", "quiz me on this", or "teach me what we did".
tools
Teach the user to deeply understand a change through interactive tutoring: restating understanding, drilling into why/what/how, and quizzing until mastery. The active counterpart to a one-shot explanation. Use when the user asks to "understand this change", "teach me this change", "help me understand what changed", "walk me through this change", "make sure I understand this", "quiz me on this", or "teach me what we did".