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 instruction-file 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 an item is unclear:
Inspect the code, requirements and review context first.
If the answer remains outcome-changing, ask about that item.
Pause only work that depends on the missing answer.
Continue independent, understood and authorized fixes; do not guess.
Example:
your human partner: "Fix 1-6"
You understand 1,2,3,6. Unclear on 4,5.
If 4 and 5 can change the other fixes, resolve them before dependent edits.
If independent, fix and verify 1,2,3,6; ask only about 4 and 5.
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 evidence is insufficient:
Investigate with available tools; name any concrete unavailable prerequisite.
Hold the affected change, not independent verified work.
IF a suggestion conflicts with the user's prior decisions:
Resolve the conflict with the user before that change; continue independent work.
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: Verify dynamic/public callers and whether removal is in task scope.
Remove task-obsoleted code; ask before deleting unrelated user code.
IF used: Implement the requested behavior, not speculative improvements.
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. Resolve material uncertainty and identify actual dependencies.
2. Implement reachable authorized fixes 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
If you're uncomfortable pushing back out loud: Name that tension, then tell your partner about the issue you've seen. They'll appreciate your honesty.
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 |
| Guessing unclear dependencies | Resolve the dependency; continue independent work |
| Can't verify, proceed anyway | Investigate; state the concrete missing prerequisite |
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"
Verified no remaining callers: remove helpers obsoleted by this task; do not expand scope to unrelated endpoints.
Unclear Item (Good):
your human partner: "Fix items 1-6"
You understand 1,2,3,6. Unclear on 4,5.
If independent: fix and verify 1,2,3,6; ask about 4,5. If dependent: resolve 4,5 first.
GitHub Thread Replies
When the user authorized posting review replies, reply to an inline comment in its thread (gh api repos/{owner}/{repo}/pulls/{pr}/comments/{id}/replies), not as a top-level PR comment. A local code-review task alone does not authorize posting.
Source: obra/superpowers (MIT). Adapted for coding-kit: cross-references made local.