🔍代码审查 / GitHub MCP 推荐

Master Cursor Composer for multi-file AI editing, scaffolding, and refactoring. Triggers on "cursor composer", "multi-file edit", "cursor generate files", "composer workflow", "cursor scaffold", "Cmd+I".

Troubleshoot common Cursor IDE errors: authentication, completion, indexing, API, and performance issues. Triggers on "cursor error", "cursor not working", "cursor issue", "cursor problem", "fix cursor", "cursor crash".

Set up and optimize Cursor codebase indexing for semantic code search and @Codebase queries. Triggers on "cursor index", "codebase indexing", "index codebase", "cursor semantic search", "@codebase", "cursor embeddings".

Configure BYOK API keys for OpenAI, Anthropic, Google, Azure, and custom models in Cursor. Triggers on "cursor api key", "cursor openai key", "cursor anthropic key", "own api key cursor", "BYOK cursor", "cursor azure key".

Master Cursor AI Chat with @-mentions, inline edit, and conversation patterns. Triggers on "cursor chat", "cursor ai chat", "ask cursor", "cursor conversation", "chat with cursor", "Cmd+L", "inline edit".

Advanced Cursor Composer techniques: agent mode, parallel agents, complex refactoring, and multi-step orchestration. Triggers on "advanced composer", "composer patterns", "multi-file generation", "composer refactoring", "agent mode", "parallel agents".

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".

Security best practices for TwinMind: on-device audio processing, encrypted cloud backups, microphone permissions, and data privacy controls. Use when implementing security basics, or managing TwinMind meeting AI operations. Trigger with phrases like "twinmind security basics", "twinmind security basics".

Security best practices for Speak API keys, audio data privacy, student data protection, and COPPA/FERPA compliance. Use when implementing security basics features, or troubleshooting Speak language learning integration issues. Trigger with phrases like "speak security basics", "speak security basics".

Security Basics for OpenEvidence. Trigger: "openevidence security basics".

Security and privacy configuration for Granola meeting data. Use when reviewing data handling practices, configuring encryption, ensuring SOC 2/GDPR compliance, or securing meeting recordings. Trigger: "granola security", "granola privacy", "granola encryption", "granola SOC 2", "granola GDPR", "secure granola".

Security fundamentals for Grammarly API credential management. Use when setting up secure authentication and token handling for Grammarly integrations.

Deploy Gamma-integrated applications to production environments. Use when deploying to Vercel, AWS, GCP, or other cloud platforms with proper secret management and configuration. Trigger with phrases like "gamma deploy", "gamma production", "gamma vercel", "gamma AWS", "gamma cloud deployment".

Deploy Fireflies.ai webhook receivers and GraphQL clients to Vercel, Docker, and Cloud Run. Use when deploying Fireflies.ai-powered applications to production, configuring platform-specific secrets, or hosting webhook endpoints. Trigger with phrases like "deploy fireflies", "fireflies Vercel", "fireflies production deploy", "fireflies Cloud Run", "fireflies Docker".

Deploy Firecrawl integrations to Vercel, Cloud Run, and Docker platforms. Use when deploying Firecrawl-powered applications to production, configuring platform-specific secrets, or setting up self-hosted Firecrawl. Trigger with phrases like "deploy firecrawl", "firecrawl Vercel", "firecrawl production deploy", "firecrawl Cloud Run", "firecrawl Docker".

Deploy Exa integrations to Vercel, Docker, and Cloud Run platforms. Use when deploying Exa-powered applications to production, configuring platform-specific secrets, or building search API endpoints. Trigger with phrases like "deploy exa", "exa Vercel", "exa production deploy", "exa Cloud Run", "exa Docker".

Deploy Evernote integrations to production environments. Use when deploying to cloud platforms, configuring production, or setting up deployment pipelines. Trigger with phrases like "deploy evernote", "evernote production deploy", "release evernote", "evernote cloud deployment".

Deploy ElevenLabs TTS applications to Vercel, Fly.io, and Cloud Run. Use when deploying ElevenLabs-powered apps to production, configuring platform-specific secrets, or setting up serverless TTS. Trigger: "deploy elevenlabs", "elevenlabs Vercel", "elevenlabs Cloud Run", "elevenlabs Fly.io", "elevenlabs serverless", "host TTS API".

Deploy Documenso integrations across different platforms and environments. Use when deploying to cloud platforms, containerizing applications, or setting up infrastructure for Documenso integrations. Trigger with phrases like "deploy documenso", "documenso docker", "documenso kubernetes", "documenso cloud deployment".

Deploy Cohere-powered applications to Vercel, Fly.io, and Cloud Run. Use when deploying Cohere API v2 apps to production, configuring platform-specific secrets, or setting up deployment pipelines. Trigger with phrases like "deploy cohere", "cohere Vercel", "cohere production deploy", "cohere Cloud Run", "cohere Fly.io".

Deploy ClickHouse-backed applications to Vercel, Fly.io, and Cloud Run with connection pooling, secrets, and health checks. Use when deploying applications that connect to ClickHouse Cloud, configuring platform secrets, or setting up deployment pipelines. Trigger: "deploy clickhouse app", "clickhouse Vercel", "clickhouse Cloud Run", "clickhouse production deploy", "clickhouse Fly.io".

Deploy Claude-powered applications to Vercel, Fly.io, and Cloud Run Use when working with deploy-integration patterns. with proper secrets management and streaming support. Trigger with "deploy anthropic", "claude production deploy", "anthropic vercel", "deploy claude app".

Deploy Attio integrations to Vercel, Fly.io, Railway, and Cloud Run with proper secrets, health checks, and webhook endpoint configuration. Trigger: "deploy attio", "attio Vercel", "attio production deploy", "attio Cloud Run", "attio Fly.io", "attio Railway".

Deploy AssemblyAI integrations to Vercel, Cloud Run, and Fly.io platforms. Use when deploying AssemblyAI-powered transcription services to production, configuring platform-specific secrets, or setting up webhook endpoints. Trigger with phrases like "deploy assemblyai", "assemblyai Vercel", "assemblyai production deploy", "assemblyai Cloud Run", "assemblyai Fly.io".

Deploy Apollo.io integrations to production. Use when deploying Apollo integrations, configuring production environments, or setting up deployment pipelines. Trigger with phrases like "deploy apollo", "apollo production deploy", "apollo deployment pipeline", "apollo to production".

Deploy this skill enables AI assistant to deploy machine learning models to production environments. it automates the deployment workflow, implements best practices for serving models, optimizes performance, and handles potential errors. use this skill when th... Use when deploying or managing infrastructure. Trigger with phrases like 'deploy', 'infrastructure', or 'CI/CD'.

Validate load balancer behavior, failover, and traffic distribution. Use when performing specialized testing. Trigger with phrases like "test load balancer", "validate failover", or "check traffic distribution".

Test across multiple browsers and devices for cross-browser compatibility. Use when ensuring cross-browser or device compatibility with BrowserStack, Sauce Labs, LambdaTest, or Kobiton. Trigger with phrases like "test browser compatibility", "check cross-browser", "validate on browsers", "test on real devices", "kobiton test".

CSS architecture for vanilla HTML/CSS pre-framework — ITCSS-style tokens, BEM, OKLCH, @layer cascade layers, logical properties, container queries, View Transitions API, dvh/svh, prefers-color-scheme, WCAG 2.2 a11y. Use when: vanilla HTML+CSS, design system, tokens.css, BEM, kitchen-sink, brandbook, верстка, design tokens, dark mode, dashboard layout, CRM admin. SKIP: Tailwind (→tailwind), shadcn (→shadcn), framework scoped styles (→react/vue/nuxt), CSS-in-JS, styled-components.

Review an incoming external issue (and any gated-closed PR behind it) and decide whether to assign the contributor or decline. Use when the maintainer says "look at this issue", "review issue

Use this skill when the user wants to format CSS consistently and sort properties according to a predefined order.

Use this skill when the user wants to optimize and minify CSS for production — reduce file size, merge rules, drop duplicates, and compress colors via PostCSS.

Deploy, debug, or tear down any VSS profile using a compose-centric workflow — config (dry-run) with env overrides, review resolved compose, then compose up. Use this skill when the user says "deploy vss", "deploy `profile`", "debug deploy", "verify deployment", or "why is my vss deploy broken".

Review UI4 CSS migrations for proper token usage. Checks that CSS variables are used instead of hardcoded values.

Review Remix pull requests from a local development checkout. Use when asked to review a PR, inspect a pull request diff, or produce a thorough reviewer-style assessment.

Write, refactor, or review TypeScript code with strict, precise, maintainable types and without unnecessary `any`, type assertions, or type suppressions. Use when working on `.ts` or `.tsx` files, public APIs, generics, discriminated unions, type guards, tsconfig/module settings, declaration-facing code, or any change where TypeScript type quality affects correctness in the Remix repo.

Execute git commit with conventional commit message analysis, intelligent staging, and message generation. Use when user asks to commit changes, create a git commit, or mentions "/commit". Supports: (1) Auto-detecting type and scope from changes, (2) Generating conventional commit messages from diff, (3) Interactive commit with optional type/scope/description overrides, (4) Intelligent file staging for logical grouping

Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.

Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, collaborating on feature branches, or troubleshooting repository issues.

Master Material Design 3 and Jetpack Compose patterns for building native Android apps. Use when designing Android interfaces, implementing Compose UI, or following Google's Material Design guidelines.

Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC ratios; designing an operations center with live service health and request throughput; creating a cohort retention analysis view for a product team; or debugging a dashboard where metrics contradict each other due to inconsistent calculation methodology.

Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.

Build scalable design systems with design tokens, theming infrastructure, and component architecture patterns. Use when creating design tokens, implementing theme switching, building component libraries, or establishing design system foundations.

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.

Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases.

Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use this skill when designing zero-downtime deployment pipelines, implementing canary rollout strategies, setting up multi-environment promotion workflows, or debugging failed deployment gates in CI/CD.