🔍代码审查 / GitHub MCP 推荐

Deep CSS quality audit that scores architecture, specificity, redundancy, accessibility, performance, and modernity on a 0-10 scale. Flags anti-patterns and generates a prioritized fix plan. Report-only — does not modify code. Use when the user asks for a CSS audit, CSS review, stylesheet quality check, CSS health check, or CSS score.

Create performant CSS animations using composited properties, scroll-driven animations, View Transitions, and @keyframes choreography. Always includes prefers-reduced-motion fallback. Use when the user asks for CSS animation, transition, scroll animation, view transition, keyframes, hover effect, entrance animation, or motion design.

Systematic CSS debugging. Covers specificity analysis, inheritance tracing, computed value inspection, layout debugging (overflow, unexpected sizing, collapsing margins), CSS containment issues, z-index stacking context mapping, custom property resolution chains, and paint/layout performance diagnosis. Uses outline technique for visual debugging. Use when debugging CSS, fixing layout bugs, resolving specificity conflicts, tracing z-index issues, or diagnosing rendering performance.

CSS accessibility audit and fixes. Checks focus-visible styles, reduced motion support, contrast preferences, forced-colors mode, visually-hidden patterns, touch target sizes, color contrast ratios, color-only indicators, skip links, and reading order. Use when auditing accessibility, fixing a11y issues, adding focus styles, supporting reduced motion, improving contrast, or making CSS accessible.

Build theming systems with modern CSS. Covers custom properties architecture (primitive, semantic, component tokens), oklch/oklab color spaces, color-mix() for tints and shades, light-dark() for automatic dark mode, @property for typed custom properties, multiple theme support, contrast themes, and forced-colors mode. Use when building a theme, adding dark mode, creating color systems, setting up design tokens, or implementing color schemes.

Modern responsive design using container queries, fluid typography, responsive images, logical properties, viewport units, intrinsic sizing, and preference queries. Prioritizes container queries over media queries. Use when the user asks for responsive CSS, responsive design, mobile layout, fluid typography, responsive images, dark mode, prefers-reduced-motion, or adaptive design.

Upgrade legacy CSS to modern standards. Scans stylesheets for outdated patterns (floats, clearfix, vendor prefixes, old flexbox syntax, px media queries, @import, !important abuse) and replaces them with modern equivalents. Introduces cascade layers, extracts design tokens, and consolidates redundancy. Use when refactoring CSS, modernizing stylesheets, upgrading legacy code, removing vendor prefixes, or replacing floats with grid/flexbox.

Analisa ROI de automacoes — identifica o que automatizar e quanto vai economizar

Use when: User wants to extend Docker with custom tools, personalize the Docker environment, or set up user-specific Docker customization. Triggers: 'extend docker', 'docker-extend', 'add tools to docker', 'customize docker', 'add my tools to the container', 'personalize docker setup', 'docker user setup', 'install tools in docker'. Does: Interactively sets up Dockerfile.user and docker-compose.override.yml so users can add personal tools to their Docker environment without affecting maintainer files or committing user-specific config to git.

Query MySQL databases from Codex via MCP

Use when writing or editing any Spacebot copy — README sections, docs, release notes, marketing text, design doc summaries. Covers voice, tone, patterns to avoid, and what good Spacebot writing sounds like.

Safe refactoring - extract methods, rename, move, and restructure code while preserving behavior.

Refactor GRACE-governed code safely: rename, move, split, merge, or extract modules while keeping contracts, graph, verification, and semantic markup synchronized.

Four-phase iterative protocol for academic writing and document production. Covers outline → draft → self-review → polish with Stop Points, material supplementation loops, version comparison, and mechanical self-check. Includes IMRaD, LaTeX, docx/markdown, citation formatting, and md2pdf.

Use this skill when the user requests to generate, create, or improve documentation for code, APIs, libraries, repositories, or software projects. Supports README generation, API reference documentation, inline code comments, architecture documentation, changelog generation, and developer guides. Trigger on requests like "document this code", "create a README", "generate API docs", "write developer guide", or when analyzing codebases for documentation purposes.

Use when writing or editing documentation in packages/docs. Covers Gitbook markdown syntax, special blocks, page structure, and the SUMMARY.md table of contents. Trigger phrases include "write docs", "add documentation", "docs page", "gitbook", "user manual".

Refactor documents — simplify without losing information, visualize flows with sequenceDiagram.

Use this skill for PDF generation, conversion, inspection, extraction, editing, form filling, OCR, redaction, or render comparison. Triggers include requests to create a PDF, convert Markdown or HTML or LaTeX or DOCX or PPTX to PDF, extract text or tables or images, fill or inspect forms, OCR scans, compare revisions, or redact content.

Backend 코드 리뷰. PR의 백엔드 코드를 API 설계, DB, 보안, 동시성, 에러 처리 관점으로 분석. 사용법: /review-backend <PR_URL>

MUST USE for ANY git operations. Atomic commits, rebase/squash, history search (blame, bisect, log -S). STRONGLY RECOMMENDED: Use with task(category='quick', load_skills=['git-master'], ...) to save context. Triggers: 'commit', 'rebase', 'squash', 'who wrote', 'when was X added', 'find the commit that'.

Используй только внутри активного Codex Project Autopilot-проекта для automation-задач по его плану; не включай для обычных скриптов вне автопилота.

Используй только внутри активного Codex Project Autopilot-проекта по утверждённому плану; не включай для обычных backend-задач вне автопилота.

Используй только внутри активного Codex Project Autopilot-проекта, когда data-layer уже относится к плану автопилота.

Instructions for using the `gh` command to query and inspect GitHub state safely.

Cursorでclaude-memのMCPサーバーにアクセスし、過去のセッション記録を検索・新しい観測を記録。トリガー: 'メモリ検索', 'claude-mem', '過去の判断', '記録して', 'memory search', 'past decisions'. Do NOT load for: 通常のコーディング、一時的なメモ、実装作業。

A comprehensive skill for using the Cursor CLI agent for various software engineering tasks (updated for 2026 features, includes tmux automation guide). Use when user wants to run Cursor agent, code with Cursor, or automate development tasks via Cursor CLI.

How to review PRs for security — credentials, injection, workflow permissions, supply chain, git operation safety

Review CSS for coding style, PatternFly token usage, and best practices. Use when the user asks to review CSS, check styles, or audit CSS files.

DEPRECATED: This skill has been replaced by `mcp-app-builder`. Check if `mcp-app-builder` is available in the skills folder. If not, install it: `npx skills install mcp-use/mcp-use --skill mcp-app-builder` Use `mcp-app-builder` instead of this skill. Build Model Context Protocol (MCP) servers with mcp-use framework. Use when creating MCP servers, defining tools/resources/prompts, working with mcp-use, bootstrapping MCP projects, or when user mentions MCP development, tools, resources, or prompts.

**MANDATORY for ALL MCP server work** - mcp-use framework best practices and patterns. **READ THIS FIRST** before any MCP server work, including: - Creating new MCP servers - Modifying existing MCP servers (adding/updating tools, resources, prompts, widgets) - Debugging MCP server issues or errors - Reviewing MCP server code for quality, security, or performance - Answering questions about MCP development or mcp-use patterns - Making ANY changes to server.tool(), server.resource(), server.prompt(), or widgets This skill contains critical architecture decisions, security patterns, and common pitfalls. Always consult the relevant reference files BEFORE implementing MCP features.

Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration.

Multi-target refactoring orchestrator. Use when: cleaning up messy code/docs, simplifying code, restructuring documents, batch cleanup. Not for: new features (use feature-dev), bug fixes (use bug-fix), code understanding (use code-explore). Output: refactored code/docs + review gate.

Design and document statistical algorithms with pseudocode and complexity analysis

10 research automation skills. Trigger: automating experiments, tracking results, reproducible pipelines. Design: ML experiment management, workflow orchestration, and lab automation tools.

Use when writing Python code for DSGE models, HANK models, numerical economic computation, causal inference, or quantitative economic data analysis

PDF Chinese translation plugin for Zotero reference manager

Mobile app debugging for iOS, Android, cross-platform frameworks. Use for crashes, memory leaks, performance issues, network problems, or encountering Xcode instruments, Android Profiler, React Native debugger, native bridge errors.

Mobile app testing with unit tests, UI automation, performance testing. Use for test infrastructure, E2E tests, testing standards, or encountering test framework setup, device farms, flaky tests, platform-specific test errors.

Designs responsive interfaces starting from mobile screens with progressive enhancement for larger devices. Use when building responsive websites, optimizing for mobile users, or implementing adaptive layouts.

Offline-first mobile apps with local storage, sync queues, conflict resolution. Use for offline functionality, data sync, connectivity handling, or encountering sync conflicts, queue management, storage limits, network transition errors.

Guide for managing packages in the Agent Framework Python monorepo, including creating new connector packages, versioning, and the lazy-loading pattern. Use this when adding, modifying, or releasing packages.

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.

Guidelines for writing and running tests in the Agent Framework Python codebase. Use this when creating, modifying, or running tests.

Collaborative headed browser session for UI work. Launch Playwright Chromium visible to the user, handle auth, then interactively drive the browser while the user watches and gives real-time visual feedback. Edit code and refresh to verify fixes live. Use when the user says 'browser pair', 'paired browser', 'let's look at this together', 'open chromium', or wants to iterate on UI with live visual feedback.

Workflow automation, CI/CD pipelines, and task orchestration patterns across platforms like n8n, GitHub Actions, and Make.

Refactor a large React component file into a directory of smaller files. Use when the user asks to break up, split, or refactor a big component file.

Browser automation for testing and verification. Use when you need to interact with web UIs, verify visual changes, fill forms, or capture screenshots.