review

Identify and fix bugs, AI slop patterns, and documentation issues in codebases.

Updated Aug 27, 2026

Search Tags:#git #debugging #documentation #review #code-quality #code-review #ai-slop

Ready to run

npx skills add https://github.com/BoChao1Zhang/dotfiles --skill review-bochao1zhang

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: review
Source: https://github.com/BoChao1Zhang/dotfiles/tree/main/dot_codex/skills/review
Command: npx skills add https://github.com/BoChao1Zhang/dotfiles --skill review-bochao1zhang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Review code for bugs, AI slop patterns, or documentation issues, then fix them interactively. This skill should be used after completing a major code modification or large multi-file edits — or when the user says "review", "review changes", "any bugs?", "review AI slop", "clean up AI code", "review docs", "code review".

Core Features & Use Cases

Infer intent, scope, and review mode from user input to determine the target (files, git diff, or project).
Launch parallel agents for bugs, AI slop, and documentation review when a full review is requested.
Create a concise, codified issue list with short codenames for tracking and triage; validate findings against the codebase during verification.

Quick Start

Describe the changes and say "review" to start the interactive assessment.

Frequently Asked Questions about review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I review code for bugs and AI slop after large multi-file edits?▼

To review code for bugs and AI slop after large multi-file edits, describe the changes and initiate a review. The process identifies and fixes bugs, AI slop patterns, and documentation issues interactively using parallel agents.

What is AI slop in code and how do I clean it up?▼

AI slop in code refers to low-quality, repetitive, or unnecessary patterns generated by AI. You can clean up AI code by running a targeted review that detects these slop patterns, validates findings against the codebase, and suggests fixes.

Can I review git diffs for documentation issues and code quality?▼

Yes, you can review git diffs for documentation issues and code quality. The review infers scope from your input to target files or git diffs, creating a concise issue list with short codenames for tracking and triage.

Does this code review work with large commits or just single files?▼

This code review works with large commits and multi-file edits, not just single files. It applies an interactive workflow with issue triage and validation to uncover hidden issues across the entire scope of modified code.

How do I fix documentation issues found during a code review?▼

To fix documentation issues found during a code review, the tool generates suggested fixes interactively. After parallel agents identify the issues, you validate the findings and apply the guided fixes to update the documentation.

What is the best way to triage code quality issues in a modified codebase?▼

The best way to triage code quality issues in a modified codebase is to use a guided interactive workflow. It creates a concise, codified issue list with short codenames, allowing you to validate findings and apply suggested fixes efficiently.