AI 代码审查 — Claude Code 自动化 PR 审查 Skill
安装代码审查 Skill，将 Claude Code 变成对抗式代码审查员。自动化 PR 审查、安全检查、性能审计和风格规范——在人类审查员打开 PR 之前就发现 Bug。
安装 Code Reviewer Skill
# Install the Code Reviewer agent skill
curl -s https://api.tokrepo.com/raw/code-reviewer-agent \
> ~/.claude/skills/code-reviewer/SKILL.md
# Or install via TokRepo CLI
npx tokrepo install code-reviewer-agentAI Code Review Checklist — Ship Better with AI Help
Structured checklist for reviewing AI-generated code before merging. Covers correctness, security, performance, maintainability, and AI-specific pitfalls like hallucinated imports and phantom APIs.
PR-Agent — AI-Powered Code Review for Pull Requests
AI code reviewer for GitHub/GitLab/Bitbucket PRs. Auto-generates descriptions, reviews code, suggests improvements, answers questions. By Qodo. 10.7K+ stars.
Continue — AI Code Review Agents for CI/CD
Continue runs AI agents as code review checks on PRs. 32.2K+ GitHub stars. Markdown-defined checks, pass/fail with diffs, VS Code + JetBrains. Apache 2.0.
Remotion AI Skill — Programmatic Video in React
Official Remotion Agent Skill for Claude Code and Codex. 30+ rules covering animations, transitions, captions, FFmpeg, audio visualization, voiceover, 3D, and more.
Lark CLI Skill: Skill Maker — Create Custom Skills
Lark/Feishu CLI skill for creating reusable custom skills. Wrap atomic APIs or orchestrate multi-step workflows.
Agent Skills Standard — Cross-Platform AI Skills
The shared Agent Skills format used by Claude Code, OpenAI Codex, and Gemini CLI. Write skills once, use across all major AI coding tools.
Google Gemini CLI — All Official Extensions Collection
40+ official Gemini CLI extensions by Google: coding, security, Google Cloud, databases, and partner integrations.
Vercel Skills — Agent Skill Ecosystem & CLI
Open agent skills ecosystem from Vercel. Install packaged SKILL.md instruction sets into Claude Code, Cursor, Codex, and 30+ AI agents with one command. 13,000+ GitHub stars.
Claude Memory Compiler — Evolving Knowledge Base
Auto-capture Claude Code sessions into a structured knowledge base. Hooks extract decisions and lessons, compiler organizes into cross-referenced articles. No vector DB needed. 365+ stars.
CC Status Board — Smart Status Bar for Claude Code
Add a context meter, AI asset discovery, and session info to your Claude Code status bar. Scans 300+ installed assets (skills, agents, MCP, plugins) and surfaces the most relevant ones as you type. Zero token cost, 100% local.
Lark CLI Skill: Wiki — Knowledge Base Management
Lark/Feishu CLI skill for knowledge base. Create and manage knowledge spaces, organize document nodes and shortcuts.
GEO 内容写作 Skill
GEO (Generative Engine Optimization) 内容写作 Skill，优化 AI 搜索引擎可见度
Gemini CLI Extension: Stitch — AI Design Tool
Gemini CLI extension for Google Stitch. AI-driven UI design, component generation, and design system management.
Claude SEO — Complete SEO Skill for Claude Code
Universal SEO analysis skill with 15 sub-skills and 12 parallel subagents. Covers technical SEO, E-E-A-T, schema markup, GEO/AEO, local SEO, Google APIs, and PDF reporting. MIT license, 4,000+ stars.
Get Shit Done (GSD) — Meta-Prompting Dev System for Claude Code
A spec-driven development system with 48.6k GitHub stars. Adds phase-based planning, multi-agent execution, verification gates, and state persistence to Claude Code, Cursor, Gemini CLI and 9 more runtimes. Install with one npx command.
Remotion Rule: Measuring Dom Nodes
Remotion skill rule: Measuring DOM element dimensions in Remotion. Part of the official Remotion Agent Skill for programmatic video in React.
Remotion Rule: Voiceover
Remotion skill rule: Adding AI-generated voiceover to Remotion compositions using TTS. Part of the official Remotion Agent Skill for programmatic video in React.
Agent Skill Creator — One Skill, 14+ Platforms
Turn any workflow into reusable AI agent skills that install on Claude Code, Copilot, Cursor, Windsurf, Codex, Gemini CLI, Kiro, and 7 more tools. No coding required. MIT, 660+ stars.
Prompt Master — Zero-Waste AI Prompt Generator Skill
Claude Code skill that generates optimized prompts for 30+ AI tools. Auto-detects target tool, applies 5 safe techniques, catches 35 credit-killing patterns. 4.8K+ stars, MIT license.
Awesome Claude Code Subagents — 130+ Specialized Agents
Install 130+ specialized Claude Code subagents across 10 categories: core dev, language experts, infra, security, data/AI, DevEx, and business. Plugin-based with 16.7K GitHub stars.
n8n-as-code — AI Agent Superpowers for n8n
Give your AI agent n8n superpowers with 537 node schemas, 7,700+ templates, and TypeScript workflow definitions. Works with Claude Code, Cursor, VS Code, and OpenClaw. MIT license.
Gemini CLI Extension: Workspace — Google Docs & Sheets
Gemini CLI extension for Google Workspace. Read, create, and edit Google Docs, Sheets, and Slides from your terminal.
Claude Code Agent: K8s Specialist — Kubernetes Operations
Claude Code agent for Kubernetes. Deployment configs, helm charts, troubleshooting, scaling, monitoring, and cluster management.
Antigravity Awesome Skills — 1,340+ Agentic Skills Library
Installable library of 1,340+ agentic skills for Claude Code, Cursor, Codex CLI, and Gemini CLI. One command installs skills like brainstorming, security auditing, frontend design, and API design.
GitHub Copilot — Official Customization Collection
Official GitHub Copilot customization: agents, skills, instructions, plugins, hooks, and agentic workflows. Plus documentation.
Claude Code Agent: Game Designer — Mechanics & Balance
Claude Code agent for game design. Game mechanics, level design, balance tuning, economy systems, and player progression.
oh-my-claudecode — Zero-Config Multi-Agent System
Zero learning curve multi-agent orchestration for Claude Code. Includes team mode, autopilot, Ralph persistent execution, and ultrawork parallel mode with 19 specialized agents.
OpenAI Codex & Cookbook — Official Collection
Official OpenAI resources: Codex CLI coding agent and the OpenAI Cookbook with prompting guides for GPT, Codex, and Realtime API.
Claude Official Skill: frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or appli...
Optio — Workflow Orchestrator for AI Coding Agents
Automates the full AI development lifecycle from task planning to merged PR. Orchestrates AI agents through planning, execution, code review, and merge. 800+ GitHub stars.
AI 代码审查：捕获人类遗漏的问题
The AI code reviewer is the single most impactful skill you can add to Claude Code. Human code reviewers are great at architectural feedback and design patterns — but they consistently miss edge cases, security vulnerabilities, performance regressions, and inconsistencies with existing code. An AI reviewer reads every line, checks every branch, and never gets tired or distracted.
The best code review skills work adversarially: they actively try to break your code rather than rubber-stamping it. They ask "what happens if this input is null?" and "what if this API call times out?" and "is this SQL query vulnerable to injection?" before the code reaches production. Install one of the review skills below, run claude review on your diff, and get a structured report of issues ranked by severity.
For teams, AI code review is the force multiplier that lets senior engineers focus on architecture while the AI handles line-by-line quality. Pair with AI testing tools for automated test generation on flagged code paths, or add security audit tools for deeper vulnerability scanning. For CI/CD integration, check the DevOps tools category — several tools run AI review as a GitHub Action on every PR.
A human reviewer spends 10 minutes on a 500-line PR. An AI reviewer spends 10 seconds — and catches the null pointer the human skimmed past.
常见问题
What is an AI code review skill?+
A SKILL.md file that teaches Claude Code how to perform structured code reviews. When installed, it gives the agent a specific methodology: check for security issues, identify performance problems, flag inconsistencies with the codebase, verify error handling, and produce a severity-ranked report. Unlike generic 'review this code' prompts, a skill encodes expert review patterns that apply consistently to every PR.
How do I run AI code review with Claude Code?+
After installing a code review skill, run Claude Code in your repo and ask: 'Review the changes in this PR' or 'Review the diff between main and this branch.' The skill instructs the agent to check security, performance, correctness, style, and testing — then produce a structured report. You can also configure Claude Code Hooks to run reviews automatically on every commit.
Can AI code review replace human reviewers?+
No — but it can handle 80% of the mechanical work. AI excels at: catching null pointer bugs, identifying missing error handling, flagging security vulnerabilities, checking naming conventions, and verifying test coverage. Humans are still better at: evaluating architecture decisions, assessing code readability, understanding business context, and mentoring junior developers. The best setup uses both.
Does AI code review work in CI/CD pipelines?+
Yes. Tools like Continue and CodeRabbit run AI-powered reviews as GitHub Actions on every pull request. They post review comments directly on the PR — no manual trigger needed. For Claude Code specifically, you can set up a CI job that runs 'claude review' on the PR diff and posts results as a comment. Browse TokRepo's DevOps tools for pre-built CI integrations.
What languages does AI code review support?+
Claude Code's code review skills work with any language — TypeScript, Python, Go, Rust, Java, C++, Ruby, and more. The AI understands language-specific patterns: it knows Go error handling conventions, Python type hints, TypeScript strict mode requirements, and Rust ownership rules. Review quality is highest for popular languages with large training data.