Claude Cursor GitHub Copilot opencode Skill

receiving-code-review

Use when receiving code review feedback before implementing suggestions, especially when feedback is unclear, risky, disputed, or technically questionable.

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Part of ganyuanran/aegis — 21 skills

Install

skills CLI npx skills add https://github.com/GanyuanRan/Aegis/tree/main/skills/receiving-code-review
Claude Code claude plugin marketplace add https://llmmart.ai/marketplace.json && claude plugin install ganyuanran-aegis@llmmart
Git git clone https://github.com/GanyuanRan/Aegis.git

The skills CLI installs just this skill, for any of its supported agents. Claude Code installs the whole ganyuanran/aegis collection as a plugin from our marketplace. Git is the plain clone.

Skill manifest

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.

Files (aegis)
  • SKILL.md 6.1 KB
    ---
    name: receiving-code-review
    description: "Use when receiving code review feedback before implementing suggestions, especially when feedback is unclear, risky, disputed, or technically questionable."
    ---
    
    # 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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