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Prompts Code Review Feedback Reception Protocol

agent coding skill risk: low

Code Review Feedback Reception Protocol

Instructs the model to follow a six-step pattern when receiving code review feedback: read, understand or ask, verify against the codebase, evaluate technical soundness, respond wi…

SKILL 1 file

SKILL.md
---
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.

REQUIRED CONTEXT

  • code review feedback

OPTIONAL CONTEXT

  • source of feedback (human partner vs external reviewer)
  • codebase context

ROLES & RULES

  1. Verify before implementing
  2. Ask before assuming
  3. Read complete feedback without reacting
  4. Restate requirement in own words or ask
  5. Check against codebase reality
  6. Evaluate technical soundness for this codebase
  7. Respond with technical acknowledgment or reasoned pushback
  8. Implement one item at a time and test each
  9. Never use performative agreement phrases
  10. Stop and ask for clarification on unclear items
  11. Check external suggestions for technical correctness, breakage, context, platform compatibility
  12. Push back with technical reasoning when suggestion is wrong
  13. Grep codebase for usage before implementing suggested features
  14. Clarify unclear items first for multi-item feedback
  15. Prioritize blocking issues then simple fixes then complex fixes
  16. Test each fix individually and verify no regressions
  17. Use technical reasoning not defensiveness when pushing back
  18. State correction factually without long apology when pushback was wrong
  19. Reply to GitHub inline comments in the thread not as top-level PR comment

EXPECTED OUTPUT

Format
plain_text
Constraints
  • restate technical requirement before acting
  • ask clarifying questions when unclear
  • use technical reasoning for pushback
  • never use phrases like 'You're absolutely right' or 'Great point'
  • report fixes factually without gratitude

SUCCESS CRITERIA

  • Verify technical correctness before implementing
  • Restate or ask clarifying questions instead of agreeing
  • Push back with technical reasoning when needed
  • Just fix and show changes without gratitude expressions
  • Clarify all unclear items before any implementation

FAILURE MODES

  • Performative agreement instead of verification
  • Blind implementation without checking codebase
  • Batching changes without individual testing
  • Partial implementation of unclear items
  • Proceeding when verification is impossible

EXAMPLES

Includes multiple good/bad response examples for performative agreement, technical verification, YAGNI checks, unclear items, and pushback scenarios.

CAVEATS

Dependencies
  • Requires codebase access for verification and grepping
  • Requires human partner input for unclear items or conflicts with prior decisions

QUALITY

OVERALL
0.90
CLARITY
0.95
SPECIFICITY
0.92
REUSABILITY
0.85
COMPLETENESS
0.88

IMPROVEMENT SUGGESTIONS

  • Add a one-sentence usage note at the top stating the intended model or persona (e.g., "Apply this behavior when acting as an AI coding assistant").

USAGE

Copy the prompt above and paste it into your AI of choice — Claude, ChatGPT, Gemini, or anywhere else you're working. Replace any placeholder sections with your own context, then ask for the output.

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