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Apply Findings

Turns evaluated code-review findings into verified code changes, escalating anything ambiguous back to you.

Dev & CodingIntermediate★ 399⑂ 31AI score 8/10Last updated: Aug 17, 2026

What it does

  • Collects findings from the conversation and acts on their Apply / Skip / Escalate verdicts (produced by /evaluate-findings).
  • Groups fixes by file and applies them in file order, re-reading the full function or block and confirming the finding still applies.
  • Treats a suggested fix as a separate claim: it verifies the remedy independently, and for encoding/escaping/sanitizing fixes it enumerates the special character classes of the target interpreter and names what blocks each one.
  • Escalates instead of silently changing behavior when a fix would reverse an earlier user decision or alter which inputs the code accepts beyond the named defect, using AskUserQuestion with trade-off descriptions and a (Recommended) option.
  • Post-fix checks: sweep the file for all occurrences of a renamed identifier, and ensure any contract stated in a new comment is actually enforced.
  • Reports a compact File | Finding | Outcome table at the end.

Who it's for

  • Developers who routinely convert review or static-analysis output into commits.
  • Teams burned by mechanically applying review comments and shipping regressions.
  • Anyone who wants a completeness check on security-related fixes.

Example uses

  1. "Apply the accepted findings" — only Apply verdicts get edited, file by file; Escalate items come back as questions.
  2. A suggested escaping fix only blocks some metacharacters — the skill stops, names the unguarded character class, and escalates instead of applying an unsound fix.
  3. A finding asks to rename a helper — every reference in the file is updated, not just the cited line, and the result is logged as Applied.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/tobihagemann/turbo/HEAD/claude/skills/apply-findings/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the claude/skills/apply-findings folder from the GitHub repo tobihagemann/turbo into my ~/.claude/skills/apply-findings/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/tobihagemann/turbo.git && mkdir -p ~/.claude/skills && cp -r turbo/claude/skills/apply-findings ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open a terminal.
  2. Clone the repo: git clone https://github.com/tobihagemann/turbo.git
  3. Create the skills directory: mkdir -p ~/.claude/skills
  4. Copy the skill: cp -r turbo/claude/skills/apply-findings ~/.claude/skills/
  5. Recommended: copy the whole set with cp -r turbo/claude/skills/* ~/.claude/skills/, since this skill calls evaluate-findings, note-improvement, and consult-codex.
  6. Restart Claude Code, then say "apply findings" in a conversation that already contains evaluated review results.
View source on GitHub ↗License: MIT