🔍代码审查 / GitHub MCP 推荐

Build, edit, and deploy Instant-backed apps using npx instant-cli, create-instant-app (Next.js + Codex), GitHub (gh), and Vercel (vercel). Use when asked to create a new app, modify an existing app, fix bugs, add features, or deploy/update an app. Projects live under ~/apps; always work inside the relevant app folder.

Track data origin, transformations, and flow through construction systems. Essential for audit trails, compliance, and debugging data issues.

Fix common cron job failures in Clawdbot/Moltbot - message delivery issues, tool timeouts, timezone bugs, and model fallback problems.

Browse and search Reddit in read-only mode using public JSON endpoints. Use when the user asks to browse subreddits, search for posts by topic, inspect comment threads, or build a shortlist of links to review and reply to manually.

Lobster workflow runtime for deterministic pipelines with approval gates. Use when: (1) Running multi-step automations that need human approval before side effects, (2) Monitoring PRs/issues for changes, (3) Processing data through typed JSON pipelines, (4) Email triage or batch operations, (5) Any workflow that should halt and ask before acting. Lobster saves tokens by running deterministic pipelines instead of re-planning each step.

A fast and user-friendly alternative to 'find' - simple syntax, smart defaults, respects gitignore.

WPS Office workflow for Chinese users: create, edit, review, convert, and troubleshoot Writer/Spreadsheets/Presentation documents in .docx/.xlsx/.pptx and WP...

Create AI digital human videos with HeyGen API. Free starter guide.

Async deep research via Gemini Interactions API (no Gemini CLI dependency). RAG-ground queries on local files (--context), preview costs (--dry-run), structu...

Control Docker containers and stacks via Portainer API. List containers, start/stop/restart, view logs, and redeploy stacks from git.

Build, preview, and deploy websites, web apps, and APIs using Vercel, Railway, GitHub Pages, or local Canvas environments.

Generate videos using Flyworks (a.k.a HiFly) Digital Humans. Create talking photo videos from images, use public avatars with TTS, or clone voices for custom audio.

Use when integrating with Tesla's official Fleet API to read vehicle/energy device data or issue remote commands (e.g. start HVAC preconditioning, wake vehic...

Safe content workflow (drafts/reviewed/revised/approved/posted) with human-in-the-loop approval, plus CLI to list/move/review and post to LinkedIn/X. Use when setting up a content pipeline, drafting content, managing review threads, or posting approved content.

Interact with GitLab using the `glab` CLI. Use when Claude needs to work with GitLab merge requests, CI/CD pipelines, issues, releases, or make API requests. Supports gitlab.com and self-hosted instances.

Backup Clawdbot workspace and config to GitHub with git-crypt encryption. Use for daily automated backups or manual backup/restore operations.

Implement, review, or improve SwiftUI features using the iOS 26+ Liquid Glass API. Use when asked to adopt Liquid Glass in new SwiftUI UI, refactor an existing feature to Liquid Glass, or review Liquid Glass usage for correctness, performance, and design alignment.

Local shell copilot for command planning, safe execution, preview-first workflows, output summarization, privacy-aware history controls, and step-by-step ter...

Hosted-gateway LLM router — save 67% on inference costs. A local proxy that forwards each request to the blockrun.ai gateway, which routes to the cheapest ca...

Automates discovery, parallel review, scoring, and briefing generation of AI research papers from arXiv, supporting daily updates and PDF analysis.

OpenClaw skill for Discord Bot API workflows, covering interactions, commands, messages, and operations using direct HTTPS requests.

Route model requests based on configured models, costs and task complexity. Use for routing general/low-complexity requests to the cheapest available model and for higher-complexity requests to stronger models.

Local text-to-speech using Qwen3-TTS-12Hz-1.7B-CustomVoice. Use when generating audio from text, creating voice messages, or when TTS is requested. Supports 10 languages including Italian, 9 premium speaker voices, and instruction-based voice control (emotion, tone, style). Alternative to cloud-based TTS services like ElevenLabs. Runs entirely offline after initial model download.

Think through any legal situation like a lawyer. Issue spotting, jurisdiction, risk assessment, actionable conclusions.

Use the RSSaurus command-line client (Go binary `rssaurus`) to interact with https://rssaurus.com from the terminal: authenticate (`rssaurus auth login/whoami`), list feeds/items, print item URLs for piping, open URLs, and perform triage actions (mark read/unread, bulk mark-read, save/unsave). Use when asked to automate RSSaurus tasks from CLI, debug token/config issues, or demonstrate command usage.

Use when video content needs to be extracted as text: pasted YouTube links or IDs, requests to transcribe, summarize, quote, translate, convert video to text...

Manage GitLab repositories, merge requests, and issues via API. Use for tasks like creating repos, reviewing code in MRs, or tracking issues.

Use when user asks about crypto prices, DeFi yields, market sentiment, fear and greed index, stock prices, upcoming crypto events, or requests a market overview

百度热榜监控 | Baidu Hot Topics Monitor. 获取百度热搜榜、搜索趋势、关键词热度 | Get Baidu trending searches, trends, keyword popularity. 触发词：百度、热搜、baidu.

Automate WhatsApp at scale — mine leads from groups with AI, broadcast to channel followers, bulk message with ban-safe delays, schedule campaigns, auto-repl...

This skill should be used when creating commits or pull requests, enforcing a human-written PR structure, intent capture, and evidence in agentic workflows.

Production development workflow with TODO tracking, Graphite PRs, GitHub issues, Vercel deploy checks, and SMS notifications. Use when starting a new task, fixing bugs, implementing features, or any development work that needs tracked progress and code review.

知乎热榜监控 - 获取知乎热门话题、问题和趋势分析（Quora 中国版）

Posts content and articles to X (Twitter). Supports regular posts with images/videos and X Articles (long-form Markdown). In Codex, honor explicit requests f...

Audit locally installed agent skills for security/policy issues using the SkillLens CLI (`skilllens scan`, `skilllens config`). Use when asked to scan a skills directory (Codex/Claude) and produce a risk-focused audit report based on each skill's `SKILL.md` and bundled resources.

Boost developer productivity with Gitai: An AI-powered Git automation tool that analyzes code changes and generates semantic Conventional Commits instantly. Supports Node.js, Python, Java, Go, PHP, and more. Compatible with OpenAI, Anthropic, and Groq.

Use when a YouTube channel is the focus: pasted @handles or channel URLs, requests to browse a creator's uploads, see what a channel has posted recently, sea...

Guide OpenClaw agents to execute Ralph Wiggum loops using exec and process tools. Agent orchestrates coding agents (Codex, Claude Code, OpenCode, Goose) with proper TTY support via pty:true. Plans/builds code via PROMPT.md + AGENTS.md, SPECS and IMPLEMENTATION_PLAN.md. Includes PLANNING vs BUILDING modes, backpressure, sandboxing, and completion conditions. Users request loops, agents execute using tools.

Integrates MCP tool servers for orchestration, state persistence with IndexedDB/localStorage, and session sync across devices in OpenClaw/Clawdbot.

Advanced OpenClaw skill creation handler that executes the official 5-step research flow with comprehensive analysis and best practices. Ensures proper methodology when users request to create or modify OpenClaw/Moltbot/ClawDBot skills following official standards.

Define and manage cloud infrastructure with code. Use when writing Terraform, CloudFormation, or Pulumi configs, managing state, planning deployments, setting up networking/compute/storage resources, or debugging infrastructure drift.

Manage Linear projects, issues, and tasks via the bundled Node CLI and the official Linear API. Use when you need to read, create, update, or organize Linear...

Pandas-powered CSV & Excel management for quick previews, summaries, filtering, transforming, and format conversions. Use this skill whenever you need to inspect spreadsheet files, compute column-level summaries, apply queries or expressions, or export cleansed data to a new CSV/TSV/XLSX output without rewriting pandas every time.

A cat clone with syntax highlighting, line numbers, and Git integration - a modern replacement for cat.

Agent Development

v0.1.0

Design and build custom Claude Code agents with effective descriptions, tool access patterns, and self-documenting prompts. Covers Task tool delegation, model selection, memory limits, and declarative instruction design. Use when: creating custom agents, designing agent descriptions for auto-delegation, troubleshooting agent memory issues, or building agent pipelines.

Send a workflow request to ComfyUI and return image results.

CodeBuddy Code CLI installation, configuration and usage guide. CodeBuddy Code is Tencent's AI-powered CLI programming assistant supporting natural language driven development. - MANDATORY TRIGGERS: CodeBuddy, codebuddy, AI CLI, Tencent AI coding, @tencent-ai/codebuddy-code, terminal AI assistant - Use when: installing CodeBuddy CLI, configuring CodeBuddy, using CodeBuddy commands, troubleshooting CodeBuddy issues

Call any API without leaking credentials. Keychains proxies requests and injects real tokens server-side — your agent never sees them.