AI Code Reviewer — Automated PR Review Skills for Claude Code
Install code review skills that turn Claude Code into an adversarial code reviewer. Automated PR reviews, security checks, performance audits, and style enforcement — catching bugs before your human reviewers even open the PR.
Install 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-agentPR-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.
AI 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.
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.
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.
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.
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.
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.
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.
Lark CLI Skill: Wiki — Knowledge Base Management
Lark/Feishu CLI skill for knowledge base. Create and manage knowledge spaces, organize document nodes and shortcuts.
Gemini CLI Extension: Stitch — AI Design Tool
Gemini CLI extension for Google Stitch. AI-driven UI design, component generation, and design system management.
Ollama Model Library — Best AI Models for Local Use
Curated guide to the best models available on Ollama for coding, chat, and reasoning. Compare Llama, Mistral, Gemma, Phi, and Qwen models for local AI development.
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.
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
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.
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...
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.
身体追踪 Skill 套件（多用户版 + 飞书卡片推送）
Claude Code 身体追踪 Skill：支持多用户自助 onboarding、飞书群聊饮食记录、AI 营养估算、飞书多维表格仪表盘同步、每日卡片推送。包含 body-track（日常记录）、body-track-dashboard（仪表盘同步）和 body_push.py（定时卡片推送脚本）。
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.
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.
Remotion Rule: Transparent Videos
Remotion skill rule: Rendering transparent videos in Remotion. Part of the official Remotion Agent Skill for programmatic video in React.
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.
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.
Marketing Skills — 34 CRO, SEO & Growth Skills for AI Agents
34 specialized marketing skills for Claude Code covering CRO, copywriting, SEO, analytics, pricing, email sequences, and growth engineering. Built by marketers for AI-assisted marketing workflows.
Remotion AI Video Production Skill — Cinema-Grade Short Videos
Pushed via CLI: video-production-skill-push.md
RAPTOR — Security Research Agent for Claude Code
Autonomous offensive and defensive security framework built on Claude Code. Performs static analysis, binary fuzzing, vulnerability discovery, exploit generation, and patch development. MIT.
Video AI Toolkit — Complete Collection
Curated video AI tools: Remotion (programmatic video), Manim (math animation), MoviePy (editing), Whisper (speech-to-text), ElevenLabs (voiceover). Build automated video pipelines.
AI code review that catches what humans miss
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.
Questions fréquentes
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.