Skill rating
360 skills. The A–F grade combines safety (60%) and quality (40%); tests add a bonus. The rating refreshes automatically from open catalogs.
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| # | Grade | Skill | Score ▾ | Safety | Quality | Process | Tests | Popularity | Updated |
|---|---|---|---|---|---|---|---|---|---|
| 1 | A | This skill should be used when the user needs to analyze frontend project architecture evaluate tech stack choices review component design patterns assess build configuration check monorepo structure | 100 | 88 | C | — | ↓ 20 471 ★ 11 | 11 May 2026 | |
| 2 | A | Search and analyze trending GitHub repositories by topics, star count, and creation date. Supports filtering by multiple tags, minimum stars, and time range. Use when the user needs to discover popula | 95 | 94 | B | — | ↓ 2 887 ★ 3 | 11 May 2026 | |
| 3 | A | Use this skill to initialize or update a multi-repo workspace created from dev-config-template. Invoke whenever the user wants to: set up a fresh workspace clone, fill in CLAUDE.md placeholders, clone | 100 | 96 | C | — | ↓ 1 110 | 11 May 2026 | |
| 4 | A | Code formatting best practices and quick references for Python, JavaScript, JSON, Markdown, and common languages with Prettier, Black, ESLint, and other formatters. Use when needing to format code, co | 100 | 87 | C | — | ↓ 2 518 | 17 May 2026 | |
| 5 | A | Decode KOL and creator "black box" performance—strip refunds, suspicious traffic, and vanity clicks to estimate each creator's true profit contribution and produce a renewal-style P&L view. Use this s | 100 | 90 | C | evals | ↓ 804 | 11 May 2026 | |
| 6 | A | Add, refine, calibrate, or migrate OpenClaw Control UI themes by patching the installed bundled frontend assets in dist/control-ui/assets. Use when a user wants a new WebUI theme, wants colors matched | 100 | 91 | C | — | ↓ 662 | 11 May 2026 | |
| 7 | B | Your personal knowledge repository — capture, organize, and retrieve everything using PARA + Zettelkasten. Triggers on: "save this", "remember", "note", "capture", "brain dump", daily/weekly reviews, | 100 | 76 | C | — | ↓ 3 925 ★ 4 | 11 May 2026 | |
| 8 | A | Configure Claude Code statuslines / 状态栏. Use this skill whenever the user wants to install, set up, preview, switch, clean up, customize, restore, or fix a Claude Code statusline: choose Full / Standa | 100 | 88 | B | — | ↓ 1 054 | 17 May 2026 | |
| 9 | A | Kickbacks.ai — an executable guide to earning passive income from AI tool waiting time. Covers 6 use cases: ① Getting Started — ("How to install Kickbacks" "How to earn money with Claude Code" "How do | 100 | 91 | C | — | ↓ 804 | 43 d ago | |
| 10 | B | Multi-language code navigation via persistent LSP daemons. Supports Python (pyright), TypeScript/JS, Rust, Go, C/C++, Bash, Java, CSS, HTML, JSON. Auto-detects language from file extension and lazy-st | 99 | 87 | C | — | ↓ 1 917 | 17 May 2026 | |
| 11 | B | Work with Foam note repositories. Create, edit, link, and tag notes. Get intelligent wikilink and tag suggestions. Skill supports backlinks discovery, daily notes, templates, graph visualization, note | 100 | 80 | D | — | ↓ 2 108 ★ 1 | 11 May 2026 | |
| 12 | A | Manage durable working-session memory for coding agents. Use when a user asks to preserve or recover agent context across disconnects, VS Code restarts, long-running work, handoffs, or any session whe | 100 | 89 | C | — | ↓ 901 | 16 Jun 2026 | |
| 13 | A | Controlled Windows package management workflow based on winget.
Guides an agent to safely search, inspect, download, install, upgrade, uninstall, and list upgradeable applications on Windows.
Designed | 100 | 87 | B | — | ↓ 755 | 11 May 2026 | |
| 14 | C | Full Windows desktop control. Mouse, keyboard, screenshots - interact with any Windows application like a human. | 100 | 72 | C | — | ↓ 9 470 ★ 29 | 18 May 2026 | |
| 15 | B | Short alias skill for editing files, code, or configurations. Use when you need to make changes to existing content using text editors or IDE shortcuts. | 100 | 84 | D | — | ↓ 1 164 | 11 May 2026 | |
| 16 | B | Explains vvvv gamma core concepts — data types, frame-based execution model, pins, pads, links, node browser, live compilation (source project vs binary reference workflows), .vl document structure, f | 100 | 85 | C | — | ↓ 899 | 11 May 2026 | |
| 17 | B | Set up debugging for vvvv gamma C# node projects -- generate VS Code launch.json and tasks.json configurations, attach debugger to running vvvv, configure Visual Studio debug profiles, and use debuggi | 100 | 85 | C | — | ↓ 888 | 11 May 2026 | |
| 18 | B | Provides debugging assistance for AI-generated code with pattern detection, common issue identification, and fix suggestions across multiple programming languages including C#/.NET Core and Visual Stu | 100 | 84 | D | — | ↓ 852 | 11 May 2026 | |
| 19 | B | Scan MCP server configuration files for security vulnerabilities using mcpsec (OWASP MCP Top 10). Use when: auditing MCP tool configs for prompt injection, hardcoded secrets, missing auth, insecure tr | 99 | 87 | C | — | ↓ 826 | 11 May 2026 | |
| 20 | B | Extracts resources and JavaScript from any installed Electron app (`.asar` bundle), restoring original sources from `.js.map` files when available or formatting minified code with Prettier otherwise. | 100 | 85 | B | — | ↓ 839 | 24 May 2026 | |
| 21 | B | Automate Electron desktop apps (VS Code, Slack, Discord, Figma, Notion, Spotify, etc.) using agent-browser via Chrome DevTools Protocol. Use when the user needs to interact with an Electron app, autom | 100 | 85 | B | — | ↓ 715 | 18 May 2026 | |
| 22 | B | Connect OpenClaw agents to Miro via Model Context Protocol (MCP). Use when generating diagrams, visualizing code, brainstorming board layouts, or integrating Miro into AI-powered design workflows. Sup | 98 | 84 | C | — | ↓ 1 023 ★ 1 | 11 May 2026 | |
| 23 | B | Deep OpenAPI workflow—design-first vs code-first, reusable schemas, security schemes, errors, examples, linting, compatibility, and codegen. Use when documenting REST APIs or driving clients and gatew | 100 | 80 | C | — | ↓ 945 ★ 1 | 11 May 2026 | |
| 24 | B | Manage development environment containers (devboxes) with web-accessible VSCode, VNC, and app routing via Traefik or Cloudflare Tunnels. Use when the user asks to create, start, stop, list, or manage | 98 | 82 | C | — | ↓ 1 559 | 18 May 2026 | |
| 25 | B | Use this skill for WaitSpin, the sponsored wait-state ads CLI and API. Trigger when a user wants to create or manage WaitSpin campaigns, buy prepaid impression blocks, inspect the public market, onboa | 100 | 84 | B | — | ↓ 1 142 | 23 Aug 2026 | |
| 26 | B | AI coding tool comparison MCP server -- compare Claude Code vs Cursor vs Windsurf vs Devin vs Copilot side-by-side with feature matrices, pricing breakdowns, and AI-powered recommendations. Use when: | 100 | 83 | D | — | ↓ 868 | 11 May 2026 | |
| 27 | B | Plan, orchestrate, and adversarially verify parallel AI coding agents — a dynamic multi-agent workflow engine. | 100 | 84 | D | — | ↓ 565 | 6 Jun 2026 | |
| 28 | C | List/inspect/watch local OpenAI Codex sessions (CLI + VS Code) using the CodexMonitor Homebrew formula. Reads sessions from ~/.codex/sessions by default (or via CODEX_SESSIONS_DIR / CODEX_HOME overrid | 100 | 67 | C | — | ↓ 4 774 ★ 10 | 11 May 2026 | |
| 29 | B | Install and configure the AgentPMT MCP server for any AI agent. Use this skill when the user wants to connect Claude Desktop, Claude Code, Cursor, Windsurf, VS Code, Zed, OpenAI Codex CLI, Gemini CLI, | 100 | 84 | B | — | ↓ 467 | 9 Jun 2026 | |
| 30 | B | Use when publishing a SKILL.md-style agent skill across uGig, sh1pt, GitHub/gists, and follow-on skill marketplaces such as ClawHub, Goose, LobeHub, Kilo, Skillstore, FreeMyGent, ClawMart, Manus, VS C | 100 | 83 | B | — | ↓ 688 | 11 May 2026 | |
| 31 | C | Securely share your workspace with your owner via a remote VS Code environment. Use when (1) the owner requests to view or inspect your working files, (2) you need to give the owner live access to bro | 89 | 83 | D | — | ↓ 3 090 ★ 4 | 18 May 2026 | |
| 32 | B | Agent onboarding for Orderly Network - omnichain perpetual futures infrastructure, MCP server, skills, and developer quickstart | 97 | 84 | D | — | ↓ 816 | 11 May 2026 | |
| 33 | B | Omarchy operating guardrails for day-to-day system work: assume the host is Omarchy by default, choose Omarchy-native workflows first, map user intent to the correct omarchy-* wrapper/script family, a | 100 | 76 | C | — | ↓ 2 062 | 17 May 2026 | |
| 34 | C | Configures, debugs, and speeds up Visual Studio Code: settings scopes, launch.json, tasks.json, extensions, keybindings, formatters, and remote work. Use when a setting has no effect because something | 100 | 66 | B | — | ↓ 3 794 ★ 5 | 27 Jul 2026 | |
| 35 | B | End-to-end SaaS / micro-SaaS indie hacker coach (bootstrapped solo founder, build-in-public, $1K-$50K MRR brackets). Use when an indie hacker asks for idea validation, ICP definition, MVP scoping (no- | 100 | 79 | B | — | ↓ 717 | 11 May 2026 | |
| 36 | B | Modify Codex/VSCode user settings in settings.json. Use when you want to change editor settings, preferences, configuration, themes, font size, tab size, format on save, auto save, keybindings, or any | 100 | 84 | C | — | ↓ 176 | 40 d ago | |
| 37 | B | Use when: 需要将 5 个小说智能体编排为可追溯、可回滚、带质量闸门的端到端言情创作流水线。 | 100 | 74 | D | — | ↓ 1 140 | 17 May 2026 | |
| 38 | B | SOP for terminal-based, git-native AI pair programming with Aider (git work-tree + tree-sitter repo-map + edit-format + human-in-loop REPL). Use when editing code in an existing git repo via an LLM, w | 100 | 77 | C | — | ↓ 560 | 2 Jun 2026 | |
| 39 | C | Tensorlake SDK — sandboxes for AI agents and applications. Use when the user mentions tensorlake or sandboxes, or asks about Tensorlake APIs/docs/capabilities. Also use when building an application, c | 95 | 79 | C | — | ↓ 1 403 | 16 Jun 2026 | |
| 40 | B | Builds and maintains a global, project-independent knowledge wiki from user-uploaded documents using Karpathy's native LLM Wiki paradigm (zero vectors, zero chunks, single-page units, two-level topic/ | 100 | 81 | D | — | ↓ 639 | 13 Jul 2026 | |
| 41 | C | Control desktop applications on Windows — launch, close, focus, resize, move windows, simulate keyboard/mouse input, manage processes, control VSCode, read clipboard, and capture screen info. Use when | 87 | 80 | C | — | ↓ 13 886 ★ 12 | 17 May 2026 | |
| 42 | C | Manage Node.js versions using NVS (Node Version Switcher). Use when switching Node.js versions, installing new versions, managing version aliases, or when the user mentions NVS, node version managemen | 95 | 81 | C | — | ↓ 691 ★ 1 | 11 May 2026 | |
| 43 | C | AI-powered user research through natural language. Installs the Cookiy MCP server and orchestrates tool workflows for study creation, AI interviews, discussion guide editing, participant recruitment, | 100 | 72 | C | — | ↓ 1 197 | 18 May 2026 | |
| 44 | B | 贝锐蒲公英异地组网全流程技能。覆盖从注册账号、配置 MCP、下载安装客户端、创建网络、添加成员、登录客户端到验证连通的完整流程。当用户需要蒲公英异地组网、SD-WAN 组网、远程访问内网、虚拟局域网等相关操作时使用此技能。触发词:蒲公英、异地组网、SD-WAN、pgyvpn、pgy、组网、虚拟局域网、蒲公英路由器、蒲公英成员、蒲公英设备、远程办公、内网穿透。 | 100 | 76 | C | — | ↓ 490 ★ 1 | 16 Jun 2026 | |
| 45 | B | Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web a | 100 | 85 | C | — | ↓ 75 | 27 Aug 2026 | |
| 46 | B | Pre-publish quality and safety auditor for AI agent skills (SKILL.md + scripts/ + references/ format used by Claude Code, Cursor, OpenAI Codex, GitHub Copilot, OpenClaw, ClawHub, and compatible SkillH | 95 | 86 | D | — | ↓ 577 | 37 d ago | |
| 47 | C | Start VS Code Remote Tunnel in Docker containers for remote terminal access | 100 | 69 | D | — | ↓ 1 725 | 17 May 2026 | |
| 48 | C | Use Cursor Agent for coding tasks via two paths: (1) Local CLI — run Cursor Agent directly from terminal for fast, general-purpose coding in any project; (2) VS Code Node — control a remote Cursor/VS | 90 | 84 | C | — | ↓ 1 625 | 17 May 2026 | |
| 49 | C | 将 Windows 系统上任意开发工具(如 VSCode、Yarn、npm、pip、Gradle、Docker 等)的缓存、插件、数据目录迁移到指定目录(如 E/D 盘),通过 NTFS Junction 实现对应用完全透明的重定向。当用户请求"迁移应用的缓存到 X 盘"、"将 XX 的数据目录移到 D/E 盘"、"释放 C 盘空间"、"清理并迁移 XX 缓存"或类似意图时触发。 (user) | 100 | 72 | F | — | ↓ 852 | 18 May 2026 | |
| 50 | A | Azure Identity SDK for Python authentication with Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service principals, and token caching.
Triggers: "azure-identity", "DefaultAzure | 100 | 94 | D | — | — | 11 d ago |