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// Skill profile

Code Review Reception

name: receiving-code-review

by chenleiyanquan · published 2026-03-22

开发工具数据处理
Total installs
0
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Last updated
2026-03
// Install command
$ claw add gh:chenleiyanquan/chenleiyanquan-receiving-code-review
View on GitHub
// Full documentation

---

name: receiving-code-review

description: Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation

---

# Code Review Reception

Overview

Code review requires technical evaluation, not emotional performance.

**Core principle:** Verify before implementing. Ask before assuming. Technical correctness over social comfort.

The Response Pattern

WHEN receiving code review feedback:

1. READ: Complete feedback without reacting
2. UNDERSTAND: Restate requirement in own words (or ask)
3. VERIFY: Check against codebase reality
4. EVALUATE: Technically sound for THIS codebase?
5. RESPOND: Technical acknowledgment or reasoned pushback
6. IMPLEMENT: One item at a time, test each

Forbidden Responses

**NEVER:**

  • "You're absolutely right!" (explicit CLAUDE.md violation)
  • "Great point!" / "Excellent feedback!" (performative)
  • "Let me implement that now" (before verification)
  • **INSTEAD:**

  • Restate the technical requirement
  • Ask clarifying questions
  • Push back with technical reasoning if wrong
  • Just start working (actions > words)
  • Handling Unclear Feedback

    IF any item is unclear:
      STOP - do not implement anything yet
      ASK for clarification on unclear items
    
    WHY: Items may be related. Partial understanding = wrong implementation.

    **Example:**

    your human partner: "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 your human partner

  • **Trusted** - implement after understanding
  • **Still ask** if scope unclear
  • **No performative agreement**
  • **Skip to action** or technical acknowledgment
  • From External Reviewers

    BEFORE implementing:
      1. Check: Technically correct for THIS codebase?
      2. Check: Breaks existing functionality?
      3. Check: Reason for current implementation?
      4. Check: Works on all platforms/versions?
      5. Check: Does reviewer understand full context?
    
    IF suggestion seems wrong:
      Push back with technical reasoning
    
    IF can't easily verify:
      Say so: "I can't verify this without [X]. Should I [investigate/ask/proceed]?"
    
    IF conflicts with your human partner's prior decisions:
      Stop and discuss with your human partner first

    **your human partner's rule:** "External feedback - be skeptical, but check carefully"

    YAGNI Check for "Professional" Features

    IF reviewer suggests "implementing properly":
      grep codebase for actual usage
    
      IF unused: "This endpoint isn't called. Remove it (YAGNI)?"
      IF used: Then implement properly

    **your human partner's rule:** "You and reviewer both report to me. If we don't need this feature, don't add it."

    Implementation Order

    FOR multi-item feedback:
      1. Clarify anything unclear FIRST
      2. Then implement in this order:
         - Blocking issues (breaks, security)
         - Simple fixes (typos, imports)
         - Complex fixes (refactoring, logic)
      3. Test each fix individually
      4. Verify no regressions

    When To Push Back

    Push back when:

  • Suggestion breaks existing functionality
  • Reviewer lacks full context
  • Violates YAGNI (unused feature)
  • Technically incorrect for this stack
  • Legacy/compatibility reasons exist
  • Conflicts with your human partner's architectural decisions
  • **How to push back:**

  • Use technical reasoning, not defensiveness
  • Ask specific questions
  • Reference working tests/code
  • Involve your human partner if architectural
  • **Signal if uncomfortable pushing back out loud:** "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 code]
    
    ❌ "You're absolutely right!"
    ❌ "Great point!"
    ❌ "Thanks for catching that!"
    ❌ "Thanks for [anything]"
    ❌ ANY gratitude expression

    **Why no thanks:** Actions speak. Just fix it. The code itself shows you heard the feedback.

    **If you catch yourself about to write "Thanks":** DELETE IT. State the fix instead.

    Gracefully Correcting Your Pushback

    If you pushed back and were wrong:

    ✅ "You were right - I checked [X] and it does [Y]. Implementing now."
    ✅ "Verified this 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 requirement or just act |

    | Blind implementation | Verify against codebase first |

    | Batch without testing | One at a time, test each |

    | Assuming reviewer is right | Check if breaks things |

    | Avoiding pushback | Technical correctness > comfort |

    | Partial implementation | Clarify all items first |

    | Can't verify, proceed anyway | State limitation, ask for direction |

    Real Examples

    **Performative Agreement (Bad):**

    Reviewer: "Remove legacy code"
    ❌ "You're absolutely right! Let me remove that..."

    **Technical Verification (Good):**

    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 (Good):**

    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?"

    **Unclear Item (Good):**

    your human partner: "Fix items 1-6"
    You understand 1,2,3,6. Unclear on 4,5.
    ✅ "Understand 1,2,3,6. Need clarification on 4 and 5 before implementing."

    GitHub Thread Replies

    When replying to inline review comments on GitHub, reply in the comment thread (`gh api repos/{owner}/{repo}/pulls/{pr}/comments/{id}/replies`), not as a top-level PR comment.

    The Bottom Line

    **External feedback = suggestions to evaluate, not orders to follow.**

    Verify. Question. Then implement.

    No performative agreement. Technical rigor always.

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