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Receiving Code Review

ASecurity

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.

2 stars
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Added 9/19/2026
ai-agentsrustgoreactexpresstestingrefactoringcode-reviewgitapidatabase

Works with

api

Security Analysis

A100/100

Scanned 9/19/2026

Install to Claude Code

$npx -y skills add Mixard/fable-pack --skill receiving-code-review --agent claude-code

Installs into .claude/skills of the current project.

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Files
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.
---

# Receiving Code Review

## 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!"
- "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:**
```
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
- **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 the user's prior decisions:
  Stop and discuss with the user first
```

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
```

You and the reviewer both serve the user's goals. If the project doesn't need the 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 the user's architectural decisions

**How to push back:**
- Use technical reasoning, not defensiveness
- Ask specific questions
- Reference working tests/code
- Involve the user if architectural

**If you're uncomfortable pushing back out loud:** Name that tension, then tell the user about the issue you've seen. They'll appreciate the honesty.

## Acknowledging Correct Feedback

When feedback IS correct:
```
GOOD: "Fixed. [Brief description of what changed]"
GOOD: "Good catch - [specific issue]. Fixed in [location]."
GOOD: [Just fix it and show in the code]

BAD:  "You're absolutely right!"
BAD:  "Great point!"
BAD:  "Thanks for catching that!"
BAD:  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:
```
GOOD: "You were right - I checked [X] and it does [Y]. Implementing now."
GOOD: "Verified this and you're correct. My initial understanding was wrong because [reason]. Fixing."

BAD:  Long apology
BAD:  Defending why you pushed back
BAD:  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"
BAD: "You're absolutely right! Let me remove that..."
```

**Technical verification (good):**
```
Reviewer: "Remove legacy code"
GOOD: "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"
GOOD: "Grepped codebase - nothing calls this endpoint. Remove it (YAGNI)?
Or is there usage I'm missing?"
```

## 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.

Attribution

MixardMixard
View sourceMore from Mixard →
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