🔍代码审查 / GitHub MCP 推荐

Manage avoid common Cursor IDE pitfalls and mistakes. Triggers on "cursor pitfalls", "cursor mistakes", "cursor gotchas", "cursor issues", "cursor problems". Use when working with cursor known pitfalls functionality. Trigger with phrases like "cursor known pitfalls", "cursor pitfalls", "cursor".

Manage master Cursor keyboard shortcuts and customize keybindings. Triggers on "cursor shortcuts", "cursor keybindings", "cursor keyboard", "cursor hotkeys", "cursor commands". Use when working with cursor keybindings functionality. Trigger with phrases like "cursor keybindings", "cursor keybindings", "cursor".

Install Cursor IDE and configure authentication. Triggers on "install cursor", "setup cursor", "cursor authentication", "cursor login", "cursor license". Use when working with cursor install auth functionality. Trigger with phrases like "cursor install auth", "cursor auth", "cursor".

Manage troubleshoot Cursor codebase indexing problems. Triggers on "cursor indexing", "cursor index", "cursor codebase", "@codebase not working", "cursor search broken". Use when working with cursor indexing issues functionality. Trigger with phrases like "cursor indexing issues", "cursor issues", "cursor".

Create your first project with Cursor AI features. Triggers on "cursor hello world", "first cursor project", "cursor getting started", "try cursor ai", "cursor basics". Use when working with cursor hello world functionality. Trigger with phrases like "cursor hello world", "cursor world", "cursor".

Manage integrate Git workflows with Cursor IDE. Triggers on "cursor git", "git in cursor", "cursor version control", "cursor commit", "cursor branch". Use when working with cursor git integration functionality. Trigger with phrases like "cursor git integration", "cursor integration", "cursor".

Manage integrate VS Code extensions with Cursor. Triggers on "cursor extensions", "cursor vscode extensions", "cursor plugins", "cursor marketplace". Use when working with cursor extension integration functionality. Trigger with phrases like "cursor extension integration", "cursor integration", "cursor".

Debug AI suggestions and code generation in Cursor. Triggers on "debug cursor ai", "cursor suggestions wrong", "bad cursor completion", "cursor ai debug". Use when debugging issues or troubleshooting. Trigger with phrases like "cursor debug bundle", "cursor bundle", "cursor".

Create effective custom prompts for Cursor AI. Triggers on "cursor prompts", "prompt engineering cursor", "better cursor prompts", "cursor instructions". Use when working with cursor custom prompts functionality. Trigger with phrases like "cursor custom prompts", "cursor prompts", "cursor".

Optimize context window usage in Cursor. Triggers on "cursor context", "context window", "context limit", "cursor memory", "context management". Use when working with cursor context management functionality. Trigger with phrases like "cursor context management", "cursor management", "cursor".

Execute master Cursor Composer for multi-file AI edits. Triggers on "cursor composer", "multi-file edit", "cursor generate files", "composer workflow", "cursor scaffold". Use when working with cursor composer workflows functionality. Trigger with phrases like "cursor composer workflows", "cursor workflows", "cursor".

Execute compliance and security auditing for Cursor usage. Triggers on "cursor compliance", "cursor audit", "cursor security review", "cursor soc2", "cursor gdpr". Use when analyzing or auditing cursor compliance audit. Trigger with phrases like "cursor compliance audit", "cursor audit", "cursor".

Execute troubleshoot common Cursor IDE errors and issues. Triggers on "cursor error", "cursor not working", "cursor issue", "cursor problem", "fix cursor". Use when working with cursor common errors functionality. Trigger with phrases like "cursor common errors", "cursor errors", "cursor".

Execute set up and optimize Cursor codebase indexing. Triggers on "cursor index setup", "codebase indexing", "index codebase", "cursor semantic search". Use when working with cursor codebase indexing functionality. Trigger with phrases like "cursor codebase indexing", "cursor indexing", "cursor".

Manage API keys and authentication in Cursor. Triggers on "cursor api key", "cursor openai key", "cursor anthropic key", "own api key cursor". Use when working with APIs or building integrations. Trigger with phrases like "cursor api key management", "cursor management", "cursor".

Manage master Cursor AI chat interface for code assistance. Triggers on "cursor chat", "cursor ai chat", "ask cursor", "cursor conversation", "chat with cursor". Use when working with cursor ai chat functionality. Trigger with phrases like "cursor ai chat", "cursor chat", "cursor".

Manage advanced Cursor Composer techniques for complex edits. Triggers on "advanced composer", "composer patterns", "multi-file generation", "composer refactoring". Use when working with cursor advanced composer functionality. Trigger with phrases like "cursor advanced composer", "cursor composer", "cursor".

Generate database schema visualizer operations. Auto-activating skill for Visual Content. Triggers on: database schema visualizer, database schema visualizer Part of the Visual Content skill category. Use when working with database schema visualizer functionality. Trigger with phrases like "database schema visualizer", "database visualizer", "database".

Profile database query profiler operations. Auto-activating skill for Performance Testing. Triggers on: database query profiler, database query profiler Part of the Performance Testing skill category. Use when working with database query profiler functionality. Trigger with phrases like "database query profiler", "database profiler", "database".

Assist with database test helper operations. Auto-activating skill for Test Automation. Triggers on: database test helper, database test helper Part of the Test Automation skill category. Use when writing or running tests. Trigger with phrases like "database test helper", "database helper", "database".

Build database schema designer operations. Auto-activating skill for Backend Development. Triggers on: database schema designer, database schema designer Part of the Backend Development skill category. Use when working with database schema designer functionality. Trigger with phrases like "database schema designer", "database designer", "database".

Process use when you need to work with database documentation. This skill provides automated documentation generation with comprehensive guidance and automation. Trigger with phrases like "generate docs", "document schema", or "create database documentation".

Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data transformations, or implementing zero-downtime deployment strategies.

Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex type logic, creating reusable type utilities, or ensuring compile-time type safety in TypeScript projects.

Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Server Components.

Apply Strunk's timeless writing rules to ANY prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Makes your writing clearer, stronger, and more professional.

Generate standalone skills from MCP servers. Use when users want to create a reusable skill for an MCP service. Triggers on "create skill for MCP", "generate MCP skill", "make skill from MCP server".

Query up-to-date documentation and code examples for any programming library or framework. Use when looking up API docs, finding code examples, or checking library usage. Triggers on "how to use [library]", "docs for [package]", "show me examples of [framework]", "Context7 lookup".

Search the web, research companies, and find code context using Exa AI. Use when performing web searches, company research, or finding programming documentation. Triggers on "search the web", "find online", "research company", "code context for [library]", "Exa search".

Search real-world code examples from over a million public GitHub repositories. Use when finding code patterns, implementation examples, or how libraries are used in practice. Triggers on "find code examples", "how is [library] used", "search GitHub code", "grep.app search", "code pattern".

Control JetBrains IDE (IntelliJ, WebStorm, PyCharm) via MCP. Use when manipulating IDE files, running configurations, searching code, or performing refactoring. Triggers on "open in IDE", "run configuration", "refactor code", "IDE search", "JetBrains".

Interact with MCP (Model Context Protocol) servers using the mcporter CLI. Use this skill when you need to list available MCP servers, view tool schemas, call MCP tools, manage OAuth authentication, or generate CLI wrappers and TypeScript types for MCP servers.

Create robust Python automation with full logging and safety checks. Use when tasks need complex data processing, authenticated API work, conditional file operations, or error handling beyond simple shell commands.

Design and implement automation workflows to save time and scale operations as a solopreneur. Use when identifying repetitive tasks to automate, building workflows across tools, setting up triggers and actions, or optimizing existing automations. Covers automation opportunity identification, workflow design, tool selection (Zapier, Make, n8n), testing, and maintenance. Trigger on "automate", "automation", "workflow automation", "save time", "reduce manual work", "automate my business", "no-code automation".

Mobile development patterns for React Native and Flutter including navigation, state management, and responsive design

Kubernetes operations including manifests, Helm charts, operators, troubleshooting, and resource management

Docker best practices including multi-stage builds, compose patterns, image optimization, and security

MCP server development including tool design, resource endpoints, prompt templates, and transport configuration

Testing strategies including contract testing, snapshot testing, mutation testing, property-based testing, and test organization

Advanced TypeScript patterns including generics, conditional types, mapped types, template literals, and type guards

Next.js 14+ App Router patterns including RSC, ISR, middleware, parallel routes, and data fetching

Modern frontend patterns for React Server Components, performance optimization, and Core Web Vitals

Query optimization, indexing strategies, and database performance tuning for PostgreSQL and MySQL

Application security covering input validation, auth, headers, secrets management, and dependency auditing

Pythonic code with modern type hints, dataclasses, async patterns, packaging, and testing

Use when reviewing code security, auditing dependencies for CVEs, checking configuration or secret security, assessing authentication and authorization patterns, identifying OWASP vulnerabilities (injection, XSS, CSRF), or addressing security concerns about implementations.