Free SKILL.md scraped from GitHub. Clone the repo or copy the file directly into your Claude Code skills directory.
npx versuz@latest install cchyang00-claude-skills-claude-skills-gadaalabs-claude-code-on-steroids-skills-arbitergit clone https://github.com/cchyang00/claude-skills.gitcp claude-skills/SKILL.MD ~/.claude/skills/cchyang00-claude-skills-claude-skills-gadaalabs-claude-code-on-steroids-skills-arbiter/SKILL.md--- name: arbiter description: Use when receiving code review feedback, before implementing any suggestion — requires technical verification and reasoned evaluation, not performative agreement or blind implementation type: process --- # Code Review Reception ## Overview **ARBITER** — *An arbiter is an independent judge who evaluates claims on their technical merits, not on who made them.* When invoked: evaluates every piece of review feedback against the actual codebase before implementing — verifies correctness, pushes back with technical reasoning when wrong, and never performs agreement it hasn't earned. **Core principle:** Verify before implementing. Ask before assuming. Technical correctness over social comfort. **Announce at start:** "Running ARBITER to evaluate this review feedback." --- ## The Response Pattern ``` WHEN receiving code review feedback: 1. READ — complete feedback without reacting 2. CLARIFY — if anything is unclear, stop and ask before implementing anything 3. VERIFY — check each suggestion against codebase reality 4. EVALUATE — technically sound for THIS codebase and context? 5. RESPOND — technical acknowledgment or reasoned pushback 6. IMPLEMENT — one item at a time, test each ``` --- ## Forbidden Responses **Never say:** - `"You're absolutely right!"` — explicit violation - `"Great point!"` / `"Excellent feedback!"` — performative - `"Thanks for catching that!"` / any gratitude expression — actions speak instead - `"Let me implement that now"` — before verification **Instead:** - Restate the technical requirement in your own words - Ask a specific clarifying question - Push back with technical reasoning when the suggestion is wrong - Just start working — actions are louder than acknowledgments --- ## Handling Unclear Feedback ``` IF any item is unclear: STOP — do not implement anything yet ASK for clarification on ALL unclear items WHY: Items may be related. Partial understanding = wrong implementation. ``` **Example:** ``` Reviewer: "Fix 1–6" You understand 1, 2, 3, 6. Unclear on 4, 5. ❌ WRONG: Implement 1,2,3,6 now, ask about 4,5 later ✅ RIGHT: "I understand items 1,2,3,6. Need clarification on 4 and 5 before proceeding." ``` --- ## Source-Specific Handling ### From the user (your human partner) - **Trusted** — implement after understanding - **Still ask** if scope is unclear - **No performative agreement** - Skip straight to action or a technical acknowledgment ### From External Reviewers Before implementing any suggestion from an external reviewer: ``` CHECK: 1. Technically correct for THIS codebase? 2. Would it break existing functionality? 3. Is there a reason the current impl exists? 4. Does it work on all target platforms/versions? 5. Does the reviewer have full context? IF suggestion seems wrong → push back with technical reasoning IF you can't easily verify → "I can't verify this without [X]. Should I [investigate/ask/proceed]?" IF it conflicts with the user's prior decisions → stop and discuss with the user first ``` --- ## YAGNI Check ``` IF reviewer suggests "implementing properly" or adding a feature: grep codebase for actual usage IF unused: "This isn't called anywhere. Remove it (YAGNI)?" IF used: Then implement properly ``` The user's rule: "You and the reviewer both report to me. If we don't need this feature, don't add it." --- ## Implementation Order For multi-item feedback, always in this sequence: 1. Clarify anything unclear **first** 2. Blocking issues (breaks functionality, security) 3. Simple fixes (typos, imports, formatting) 4. Complex fixes (refactoring, logic changes) 5. Test each fix individually 6. Verify no regressions --- ## When to Push Back Push back when a suggestion: - Would break existing functionality - Lacks full codebase context - Violates YAGNI (adds unused features) - Is technically incorrect for this stack - Conflicts with the user's architectural decisions - Ignores legitimate legacy or compatibility reasons **How to push back:** - Technical reasoning, not defensiveness - Ask specific verifying questions - Reference working tests or code - Involve the user if architectural **Signal word if uncomfortable pushing back directly:** `"Strange things are afoot at the Circle K"` --- ## Acknowledging Correct Feedback When feedback IS correct: ``` ✅ "Fixed. [Brief description of what changed]" ✅ "Good catch — [specific issue]. Fixed in [location]." ✅ [Just fix it and show in the diff] ❌ "You're absolutely right!" ❌ "Great point!" ❌ "Thanks for [anything]" ``` **No thanks. No praise. Just the fix.** The code itself shows you heard the feedback. **If you were wrong after pushing back:** ``` ✅ "You were right — checked [X] and it does [Y]. Fixing now." ✅ "Verified and you're correct. My initial understanding was wrong because [reason]. Fixing." ❌ Long apology ❌ Defending why you pushed back ❌ Over-explaining ``` State the correction factually and move on. --- ## Common Mistakes | Mistake | Fix | |---------|-----| | Performative agreement | State the technical requirement or just act | | Blind implementation | Verify against codebase first | | Batch without testing | One item at a time, test each | | Assuming reviewer is right | Check whether it breaks things | | Avoiding pushback | Technical correctness > social comfort | | Partial implementation when unclear | Clarify all items first | | Can't verify, proceed anyway | State the limitation, ask for direction | --- ## Real Examples **Performative agreement (wrong):** ``` Reviewer: "Remove legacy code" ❌ "You're absolutely right! Let me remove that..." ``` **Technical verification (right):** ``` Reviewer: "Remove legacy code" ✅ "Checking... build target is 10.15+, this API needs 13+. Need legacy for backward compat. Current impl has wrong bundle ID — fix it, or drop pre-13 support?" ``` **YAGNI (right):** ``` Reviewer: "Implement proper metrics tracking with database, date filters, CSV export" ✅ "Grepped codebase — nothing calls this endpoint. Remove it (YAGNI)? Or is there usage I'm missing?" ``` --- ## Red Flags **Never:** - Implement suggestions before verifying them - Express performative agreement or gratitude - Implement one reviewer's suggestion that conflicts with the user's architecture without discussing it - Skip the clarification step when items are ambiguous **Always:** - Verify before implementing - Push back with technical reasoning when the suggestion is wrong - Clarify ALL unclear items before implementing ANY - Test each fix individually --- ## Integration **Mirror of:** - `tribunal` — dispatches the reviewer; ARBITER handles the reception **Pairs with:** - `sentinel` — re-run verification after implementing review feedback before claiming done - `forge` — if a review reveals missing tests, FORGE writes them first