What is performative agreement in AI code reviews?

Performative agreement occurs when an AI blindly agrees with a reviewer using phrases like 'You're absolutely right!' without verifying if the suggestion is technically sound for the specific codebase.

How does this skill handle unclear feedback?

If feedback is ambiguous, the skill pauses implementation and requests specific clarification rather than proceeding with assumptions that could lead to errors.

Can this skill push back against a reviewer?

Yes, it is designed to provide reasoned, technical pushback if a suggestion violates project constraints, breaks existing functionality, or adds unnecessary complexity.

How does the skill handle multiple feedback items?

It clarifies all items first, then prioritizes them by blocking issues, simple fixes, and complex refactors, testing each change individually to ensure no regressions occur.

Code Review Reception Expert

Name: Code Review Reception Expert
Author: zhengxuyu

byzhengxuyu

0•

协作工具

Implements code review feedback through technical verification and objective reasoning rather than blind agreement or performative compliance.

The Code Review Reception skill equips Claude with a rigorous framework for processing technical feedback, prioritizing codebase integrity over social compliance. It ensures that every suggestion is verified against the specific project context and existing functionality before any changes are implemented. By utilizing a structured response pattern—Read, Understand, Verify, Evaluate, Respond, and Implement—this skill prevents the common pitfall of 'performative agreement' where an AI might blindly accept incorrect or redundant suggestions. It is particularly effective for navigating unclear instructions, handling external reviewer conflicts, and applying YAGNI (You Ain't Gonna Need It) principles to keep codebases lean and maintainable.

主要功能

01Structured response framework to eliminate performative social agreement

020 GitHub stars

03Systematic multi-item implementation with individual testing and regression checks

04Technical verification of review suggestions against actual codebase reality

05Conflict resolution for contradictory feedback from multiple stakeholders

06Automated YAGNI checks to prevent the addition of unnecessary features

使用场景

01Navigating ambiguous or unclear code review comments through clarification

02Processing complex feedback from senior developers or external maintainers

03Safeguarding architectural decisions against technically incorrect suggestions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add zhengxuyu/claude-superpowers receiving-code-review

For use in Claude.ai and ChatGPT

主要功能

01Structured response framework to eliminate performative social agreement

020 GitHub stars

03Systematic multi-item implementation with individual testing and regression checks

04Technical verification of review suggestions against actual codebase reality

05Conflict resolution for contradictory feedback from multiple stakeholders

06Automated YAGNI checks to prevent the addition of unnecessary features

使用场景

01Navigating ambiguous or unclear code review comments through clarification

02Processing complex feedback from senior developers or external maintainers

03Safeguarding architectural decisions against technically incorrect suggestions