home / skills / eyadsibai / ltk / receiving-code-review

This skill helps you process code review feedback rigorously by verifying changes before implementing and communicating technical reasoning.

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---
name: receiving-code-review
description: Use when receiving code review feedback, processing PR comments, or needing to evaluate suggestions before implementing - requires technical verification not blind agreement
version: 1.0.0
---

# 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!" (performative)
- "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 items 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 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?"
```

## YAGNI Check

```
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
```

## 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 architectural decisions

**How to push back:**

- Use technical reasoning, not defensiveness
- Ask specific questions
- Reference working tests/code

## 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]
```

NOT:

```
"You're absolutely right!"
"Great point!"
"Thanks for catching that!"
```

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

## GitHub Thread Replies

Reply in the comment thread, not as top-level PR comment:

```bash
gh api repos/{owner}/{repo}/pulls/{pr}/comments/{id}/replies
```

## 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 |

## The Bottom Line

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

Verify. Question. Then implement.

No performative agreement. Technical rigor always.

Overview

This skill helps engineers receive, evaluate, and act on code review feedback with technical rigor rather than performative agreement. It teaches a repeatable pattern to read, restate, verify, evaluate, respond, and implement changes safely. The focus is on preventing blind acceptance and ensuring changes are correct for the specific codebase and context.

How this skill works

When feedback arrives, follow a fixed sequence: fully read comments, restate the requested change or ask clarifying questions, verify the claim against the codebase and tests, evaluate whether the suggestion is technically appropriate for this project, then respond with either a technical acknowledgment or a reasoned pushback before implementing. For multi-item reviews, clarify unclear items first, then prioritize fixes (blocking, small, complex) and test each change individually.

When to use it

  • Receiving pull request comments that suggest code changes
  • Processing multi-item review feedback where items may be related
  • Verifying suggestions from external or unfamiliar reviewers
  • Deciding whether to implement, ignore, or push back on proposed changes
  • Handling ambiguous feedback that could break functionality if implemented incorrectly

Best practices

  • Read all feedback without reacting; avoid performative phrases like 'You're absolutely right'
  • Restate requirements in your own words or ask targeted clarifying questions
  • Verify suggestions against the codebase, tests, and usage before changing behavior
  • Prioritize fixes: security/bugs first, then small fixes, then refactors; test each separately
  • Push back with clear technical reasoning and references when a suggestion would break or is out of scope

Example use cases

  • A reviewer requests changing an endpoint behavior—verify whether the endpoint is actually used before implementing
  • A checklist of six items comes in; clarify the two unclear items before touching the code
  • External contributor suggests a refactor—check for regressions and cross-platform issues before applying
  • You receive a stylistic nit—apply the quick fix and note it in the reply without performative praise
  • A reviewer claims a bug—reproduce locally, cite failing tests or logs, then implement and test the fix

FAQ

What should I reply when a suggestion looks wrong?

Explain precisely why it would break or mismatch the codebase, reference tests or existing behavior, and ask whether the reviewer considered that context.

Is it okay to implement fixes immediately for trusted teammates?

Yes after you understand the request and verify there are no unintended effects, but still avoid performative agreement—either act or provide a concise technical acknowledgment.