🔍代码审查 / GitHub MCP 推荐

当验证Kubernetes配置时，分析YAML清单语法，检查资源定义规范，验证部署配置。验证集群资源，设计安全策略，和最佳实践。

当实施Kubernetes编排时，分析集群架构设计，优化容器编排性能，解决K8s相关问题。验证资源配置，设计服务部署策略，和最佳实践。

TypeScript-specific conventions including ts-expect-error usage, unknown vs any, const assertions, and type vs interface preferences. Use when writing TypeScript code.

Use this skill when reviewing Python code for common anti-patterns to avoid. Use as a checklist when reviewing code, before finalizing implementations, or when debugging issues that might stem from known bad practices.

Playwright-based browser automation patterns for autonomous web interaction

Manage Docker containers, images, volumes, networks, and Compose stacks — lifecycle ops, debugging, cleanup, and Dockerfile optimization.

Use when creating new skills, editing existing skills, or verifying skills work before deployment

Use when creating new skills, editing existing skills, or verifying skills work before deployment

Docker containerization for packaging applications with dependencies into isolated, portable units ensuring consistency across development, testing, and production environments.

CSS architecture, best practices, and patterns for WordPress projects. Covers ITCSS methodology, accessibility, specificity management, naming conventions, and modern CSS features.

Build and verify real-Postgres Go tests and thin transport smoke for tracking behavior.

Use when probing enemy leadership's judgment quality and decision-making state. Based on Zhong's grain-request test against Wu: make a resource request, observe whether wise counsel is heeded or ignored, and interpret the response to assess arrogance and internal divisions for attack timing.

Controls a local browser from a sandboxed remote machine. Use when the agent is running in a sandbox (no GUI) and needs to navigate websites, interact with web pages, fill forms, take screenshots, or expose local dev servers via tunnels.

pytest、TDD手法、フィクスチャ、モック、パラメータ化、カバレッジ要件を使用したPythonテスト戦略。

Self-test a mobile feature change or bug fix after implementation in `apps/mobile`. Use this whenever the user asks to verify a mobile change, run simulator acceptance, smoke-test a mobile PR, or provide screenshot proof for a mobile fix. This skill decides between prod vs local API mode, starts the local follow-server when needed, builds a release app, uses Maestro only to bootstrap registration for non-auth work, then switches to screenshot-driven visual validation and returns screenshot evidence.

TypeScript strict patterns and best practices. Trigger: When implementing or refactoring TypeScript in .ts/.tsx (types, interfaces, generics, const maps, type guards, removing any, tightening unknown).

Provides patterns and code examples for building Next.js 16+ applications with App Router architecture. Use when creating projects with App Router, implementing Server Components and Client Components ("use client"), creating Server Actions for forms, building Route Handlers (route.ts), configuring caching with "use cache" directive (cacheLife, cacheTag), setting up parallel routes (`@slot`) or intercepting routes, migrating to proxy.ts, or working with App Router file conventions (layout.tsx, page.tsx, loading.tsx, error.tsx).

Provides Next.js App Router data fetching patterns including SWR and React Query integration, parallel data fetching, Incremental Static Regeneration (ISR), revalidation strategies, and error boundaries. Use when implementing data fetching in Next.js applications, choosing between server and client fetching, setting up caching strategies, or handling loading and error states.

Provides authentication implementation patterns for Next.js 15+ App Router using Auth.js 5 (NextAuth.js). Use when setting up authentication flows, implementing protected routes, managing sessions in Server Components and Server Actions, configuring OAuth providers, implementing role-based access control, or handling sign-in/sign-out flows in Next.js applications.

Generates comprehensive TypeScript documentation using JSDoc, TypeDoc, and multi-layered documentation patterns for different audiences. Use when creating API documentation, architectural decision records (ADRs), code examples, and framework-specific patterns for NestJS, Express, React, Angular, and Vue.

Provides comprehensive patterns for deploying Next.js applications to production. Use when configuring Docker containers, setting up GitHub Actions CI/CD pipelines, managing environment variables, implementing preview deployments, or setting up monitoring and logging for Next.js applications. Covers standalone output, multi-stage Docker builds, health checks, OpenTelemetry instrumentation, and production best practices.

Provides comprehensive code review capability for Next.js applications, validates Server Components, Client Components, Server Actions, caching strategies, metadata, API routes, middleware, and performance patterns. Use when reviewing Next.js App Router code changes, before merging pull requests, after implementing new features, or for architecture validation. Triggers on "review Next.js code", "Next.js code review", "check my Next.js app".

Safely append CSS styles from one file to another, with per-selector grep verification after every append to catch silent truncation that tail or wc-l alone would miss

Create serverless API proxy endpoints that hide API keys and provide a unified backend for the dashboard frontend. Designed for Vercel deployment.

Debug Python scripts with proper error surfacing and working directory verification

Systematic Python debugging workflow for spreadsheet tasks to isolate environment issues from script logic

Workaround for executing Python code with external packages when sandbox fails

Fallback to shell execution when sandbox fails for library-dependent Python code

Use shell Python heredoc as fallback when code sandbox fails

Four-step recovery workflow for code execution failures when inline Python fails

Fallback method for executing Python when execute_code_sandbox fails with unknown errors

Debug Python script execution failures by capturing full output with exit codes and verifying working directory before file operations

Debug Python script execution failures by capturing full tracebacks and verifying working directory

TypeScript compile-checking in projects where npx and node_modules/.bin symlinks fail, with a filtering technique to isolate errors from only newly-created or task-specific files — ignoring pre-existing legacy errors.

Systematic workflow for auditing TypeScript codebases for import hygiene issues (value vs. type imports, duplicates), missing base class extensions, and incomplete barrel file re-exports, with actionable fix patterns.

Reliably run TypeScript type-checking (npx tsc --noEmit) by using shell_agent as a fallback when run_shell fails due to environment or timeout issues.

A resilient workflow for running TypeScript compile checks (tsc --noEmit) that falls back gracefully when npx or direct binary invocations fail, and distinguishes pre-existing errors from newly introduced ones.

Create React components with localStorage persistence and keyboard navigation support

Generate structured PDF checklists and reports using Python libraries in sandbox

Generate structured PDF checklists and reports with tables, sections, and scoring criteria using Python libraries

Generate structured PDF documents with tables, sections, and scoring using Python libraries in execute_code_sandbox

Debug Python PDF generation errors by using unbuffered output and stderr inspection to reveal actual tracebacks

Complete PDF lifecycle: download, extract, and generate structured documents with reportlab

Progressive tool-chain PDF extraction with explicit read_file, run_shell, and execute_code_sandbox sequencing

PDF text extraction with tool cascade prioritizing shell pdftotext before Python fallback

PDF extraction with ordered tool chain: read_file, then run_shell/pdftotext, then execute_code_sandbox/PyMuPDF

Multi-step PDF download and text extraction with progressive fallback strategies

Retry PDF generation with alternative engines when pandoc fails