Skill rating
6 684 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 |
|---|---|---|---|---|---|---|---|---|---|
| 2101 | B | Mac Studio AI — run LLMs, image generation, speech-to-text, and embeddings on your Mac Studio. M2 Ultra (192GB), M3 Ultra (512GB), M4 Max (128GB), and M4 Ultra (256GB) make the Mac Studio the most pow | 100 | 71 | C | — | ↓ 777 ★ 2 | 11 May 2026 | |
| 2102 | A | Safely connects Gmail, Calendar, Drive, Atlassian (Jira/Confluence), Notion, GitHub, Salesforce, and dozens of other enterprise tools via a single MCP endpoint. Free, register @ https://venn.ai | 100 | 75 | C | — | ↓ 703 | 18 May 2026 | |
| 2103 | B | macOS 微信消息自动化工具。通过 GUI 自动化实现:发送消息给指定联系人、读取聊天内容、监控新消息。适用于需要自动化微信操作的场景,如定时发送、批量回复、消息备份等。依赖 peekaboo 进行屏幕截图和 UI 交互。仅支持 macOS。开源地址:https://github.com/chairmanmiao/wechat-macos-proxy | 100 | 69 | C | — | ↓ 1 068 ★ 1 | 18 May 2026 | |
| 2104 | A | AI-powered debugging for software (8 languages) and LLM/transformer reasoning. Debug programs with natural language via real debuggers (GDB, LLDB, CDB, JDB, Delve, Node Inspector, rdbg). Debug LLM int | 100 | 76 | D | — | ↓ 673 | 18 May 2026 | |
| 2105 | A | Analyze CI/CD pipelines (GitHub Actions, GitLab CI, CircleCI) and suggest optimizations — caching strategies, parallelization, step elimination, Docker layer optimization, matrix builds, and condition | 100 | 75 | C | — | ↓ 690 | 11 May 2026 | |
| 2106 | A | 想知道小红书哪些账号涨粉最猛?这款技能帮你追踪日榜/周榜/月榜涨粉数据,数据都是人工一个个账号比对校验出来的,覆盖全品类,还能一键生成好看的排名图! | 100 | 74 | D | — | ↓ 666 | 11 May 2026 | |
| 2107 | B | 多源内容智能处理器:支持微信公众号、网页、YouTube、PDF、Markdown等,自动上传到NotebookLM并生成播客/PPT/思维导图等多种格式 | 100 | 64 | D | — | ↓ 1 707 ★ 3 | 11 May 2026 | |
| 2108 | B | 查询 GitHub Trending 热门项目,支持按编程语言、日期范围、口语(文档语言)筛选。当用户想了解 GitHub 今日/本周/本月热门项目、特定语言的热门仓库、或中文文档的热门项目时使用此技能。 | 100 | 73 | D | — | ↓ 1 130 | 11 May 2026 | |
| 2109 | A | 扫描 GitHub 寻找潜在 AI 公司客户。支持按 AI/ML repos、大模型项目、训练代码
等维度搜索,筛选 star 数、活跃度、公司规模,输出 CSV 或 JSON 格式线索列表。
触发词:GitHub扫描, AI公司线索, 客户发现, github scout, AI startup discovery,
算力需求信号 | 100 | 75 | D | — | ↓ 680 | 11 May 2026 | |
| 2110 | A | Use Stellary, the AI-native project piloting SaaS, through its hosted remote MCP. Discover projects, boards, cards, documents, cockpit state, and governed agent missions. Use when the user mentions St | 99 | 81 | B | — | ↓ 568 | 15 d ago | |
| 2111 | A | Score a repository's health across 8 dimensions — code quality, testing, documentation, CI/CD, security, dependencies, community, and maintainability. Produces a letter grade (A-F) with specific impro | 100 | 75 | C | — | ↓ 674 | 11 May 2026 | |
| 2112 | A | 未做却说做了 discovery skill for VeriClaw 爪印. Use when the intent is 未做却说做了, AI未做却说做了, 明明没做却说做了, 装作做完了, AI以为自己工作了, or fake completion diagnosis after a model claims the task is done. | 100 | 74 | C | — | ↓ 649 | 11 May 2026 | |
| 2113 | A | Use static route analysis plus runtime cron delivery audit to validate OpenClaw cron notification wiring. Use when auditing cron jobs, announce routing, silent notification failures, sessionKey/target | 99 | 77 | C | — | ↓ 671 | 11 May 2026 | |
| 2114 | A | Comprehensive Ionic Framework expert skill consolidating core concepts, component reference, CLI usage, theming, layout, page lifecycle, framework-specific patterns for Angular/React/Vue, navigation, | 100 | 76 | D | — | ↓ 671 | 11 May 2026 | |
| 2115 | B | Set up and manage OpenClaw auto learning diary. Used for:
(1) Help users fork OpenClaw-Diary repository
(2) Connect the forked repo to OpenClaw
(3) Configure daily cron task to auto-write diary
(4) De | 100 | 72 | C | — | ↓ 1 126 | 17 May 2026 | |
| 2116 | B | Scan OpenClaw skills for malware and security issues before installation. Use when the user wants to verify a skill is safe, audit a ClawHub skill, or check a local or GitHub skill. | 92 | 84 | C | — | ↓ 1 102 | 18 May 2026 | |
| 2117 | A | Unified web search + deep research suite. Default ordinary /unified_search queries route to deep search-layer mode (Exa + Tavily + Grok); the legacy merged three-engine search (Tavily + Exa + Google) | 93 | 88 | C | — | ↓ 429 | 5 Jun 2026 | |
| 2118 | B | Universal Smart Model Switcher V3 - Multi-Provider, Multi-Model intelligent switching. Automatically selects the best model from ALL your purchased API plans (Bailian/Qwen, MiniMax, GLM, Kimi, etc.). | 100 | 70 | C | — | ↓ 1 024 ★ 1 | 17 May 2026 | |
| 2119 | B | Phi 4 by Microsoft — small but powerful LLMs that run on minimal hardware. Phi-4 (14B), Phi-4-mini (3.8B), and Phi-3.5 across your device fleet. Perfect for low-RAM devices on any platform. State-of-t | 100 | 69 | C | — | ↓ 740 ★ 2 | 11 May 2026 | |
| 2120 | B | Korean SRT (Super Rapid Train) search, reservation, and booking management | 100 | 65 | C | — | ↓ 2 078 ★ 2 | 11 May 2026 | |
| 2121 | B | 从图片或 PDF 文档中识别并提取文字内容,支持多种图片格式和 PDF 文件,自动判断是否包含文字并保留原始格式输出结构化结果;v2.1 采用零额外依赖方案:扫描版 PDF 自动渲染为图片交由 AI 视觉识别(无需 tesseract/rapidocr)、表格用 pymupdf 内置 find_tables 结构化提取(无需 pdfplumber)、批量处理目录(PDF+图片一次性提取);当用户需 | 100 | 72 | D | — | ↓ 1 243 | 7 d ago | |
| 2122 | B | Set up APort guardrails for OpenClaw. Local-first policy enforcement that checks tool calls against your passport before execution. Zero network calls by default. Open-source (Apache 2.0). | 99 | 72 | C | — | ↓ 1 862 | 11 May 2026 | |
| 2123 | B | Runtime security skill for AI agents — prompt injection detection, tool call authorization, sensitive data leak prevention, skill security scanning, and one-click backup & restore | 100 | 70 | D | — | ↓ 1 014 ★ 1 | 11 May 2026 | |
| 2124 | B | replicate this image, remake this video, recreate a reference, same video with my content, 同款视频, 照着做 — study the reference image or video the user provides, then recreate the same look and structure w | 100 | 72 | C | — | ↓ 2 254 | 6 d ago | |
| 2125 | A | 画图技能路由中枢(统一入口)。三维路由体系(用途 × 风格 × 主体),双后端调度。
- Signature 风格:10 种有独立 YAML 的视觉方案(构成主义/克莱因/Risograph/故障艺术等)
- Rendering 风格:15 种通用渲染技法 modifier(写真/动漫/3D/水彩/赛博朋克等),prompt 源自实战案例
- Logo 展示背景:12 种专业展示场景(来源 log | 94 | 85 | D | — | ↓ 657 | 11 May 2026 | |
| 2126 | A | Use APIDot for chat API workflows, including OpenAI-compatible chat completions, coding assistants, reasoning models, multimodal assistant routing, streaming planning, server-side API key safety, and | 100 | 79 | C | — | ↓ 521 | 11 Jul 2026 | |
| 2127 | A | Use APIDot model catalog guidance to choose currently available APIDot image, video, chat, music, and 3D model pages, avoid offline model routes, prevent duplicate skill selection, and route users to | 100 | 79 | C | — | ↓ 518 | 11 Jul 2026 | |
| 2128 | A | Run a proportional delivery lifecycle for software or skill work: clarify scope, create a concise plan, implement, verify, review, and ship. Use when the user asks to spec, plan, build, test, review, | 100 | 76 | C | — | ↓ 670 | 15 May 2026 | |
| 2129 | B | Mac Mini AI — run LLMs, image generation, speech-to-text, and embeddings on your Mac Mini. M4 (16-32GB) and M4 Pro (24-64GB) configurations make the Mac Mini the most affordable entry point for local | 100 | 69 | D | — | ↓ 720 ★ 2 | 11 May 2026 | |
| 2130 | A | Read sign-up sheets, slot reports, and groups on SignUpGenius — and add members to your groups. Triggers on phrases like "check SignUpGenius", "what am I signed up for", "what slots are left for [even | 100 | 77 | B | — | ↓ 850 | 5 d ago | |
| 2131 | A | Optimize GitHub Actions workflows for speed, cost, security, and reliability — analyze run times, cache strategies, job parallelism, and runner selection. | 100 | 75 | C | — | ↓ 635 | 11 May 2026 | |
| 2132 | B | Complete Platform Agent Swarm — A coordinated multi-agent system for Kubernetes and OpenShift platform operations. Includes Orchestrator (Jarvis), Cluster Ops (Atlas), GitOps (Flow), Security (Shiel | 100 | 72 | D | — | ↓ 1 049 | 18 May 2026 | |
| 2133 | A | Manage Plane.so projects and work items using the `plane` CLI. List projects, create/update/search issues, manage cycles and modules, add comments, and assign members. | 100 | 75 | C | — | ↓ 624 | 11 May 2026 | |
| 2134 | A | Search MuseScore sheet music and read score metadata via MCP. Triggers on phrases like "find sheet music for", "search MuseScore for", "is there a free arrangement of", "what's the license on this Mus | 100 | 77 | C | — | ↓ 833 | 5 d ago | |
| 2135 | A | Hugo 文章托管发布技能。用于检测 hugo/git 环境、管理工作目录、引导或初始化 Git 仓库、启动本地预览、执行提交,并通过 GitHub Actions 自动部署到可访问的 GitHub Pages。支持全托管执行与人工介入确认,并记录/读取用户当前工作目录与对应 Git 状态。 | 100 | 74 | D | — | ↓ 620 | 11 May 2026 | |
| 2136 | A | Publish ONE skill to ALL agent-skill channels from a single source of truth: the ClawHub skill registry, a ClawHub bundle-plugin package, and a Claude Code plugin marketplace (plain GitHub repo). Use | 100 | 81 | C | — | ↓ 499 | 26 Jul 2026 | |
| 2137 | B | 个人知识库构建系统(基于 Karpathy llm-wiki 方法论)。让 AI 持续构建和维护你的知识库,
支持多种素材源(网页、推特、公众号、小红书、知乎、YouTube、PDF、本地文件),
自动整理为结构化的 wiki。
触发条件:用户明确提到"知识库"、"wiki"、"llm-wiki",或要求对已初始化的知识库执行
消化、查询、健康检查等操作。不要在用户只是要求"总结这篇文章"时触发— | 98 | 74 | D | — | ↓ 723 ★ 2 | 11 May 2026 | |
| 2138 | B | OpenClaw's subconscious. Automatically distills conversation insights, corrections, and preferences into durable memory. The agent that learns from every session — so you never have to repeat yourself | 100 | 72 | C | — | ↓ 995 | 11 May 2026 | |
| 2139 | B | Interact with arbitrary third-party or self-hosted services (AWS, Slack, Google Drive, Dropbox, GitHub, GitLab, Linear, Coolify...) using their HTTP APIs. | 100 | 72 | C | — | ↓ 1 036 | 18 May 2026 | |
| 2140 | A | Git branch cleanup assistant. Audits all local and remote branches, categorizes them as safe-to-delete (merged), stale-unmerged (old + no open PR), or active. Detects branches that exist locally but n | 100 | 75 | C | — | ↓ 665 | 23 Jun 2026 | |
| 2141 | B | Chat with the dlazy sandbox agent — a project-scoped assistant that runs skills end-to-end over multiple turns. Discover skills and projects with dlazy skills list / dlazy projects list. 与 dlazy 沙箱 ag | 100 | 72 | C | — | ↓ 2 228 | 6 d ago | |
| 2142 | B | Apple Silicon AI — run LLMs, image generation, speech-to-text, and embeddings on Mac Studio, Mac Mini, MacBook Pro, and Mac Pro. Turn your Apple Silicon devices into a local AI fleet. M1, M2, M3, M4 M | 100 | 69 | D | — | ↓ 709 ★ 2 | 11 May 2026 | |
| 2143 | A | Automate OpenClaw skill publishing to GitHub and ClawHub. Handles ZIP extraction, file preparation (README, .gitignore, SkillBoss links), Git operations, GitHub push, ClawHub publish, and Notion track | 94 | 83 | B | — | ↓ 605 | 18 May 2026 | |
| 2144 | A | 把「已有的」静态网页文件(单个 HTML 或整个网站目录)安全发布到 GitHub Pages,生成可公开访问、能分享的网址链接。当用户已有现成网页,想「发到网上」「部署上线」「发布网页」「生成分享链接」时使用;本技能只做「发布已有文件」,不负责从零生成网站。提供可执行的 deploy.py 脚本(整站增量上传 / 单文件上传 / 仅启用 Pages 三种模式),纯标准库无额外依赖,逐文件增量上传 | 100 | 77 | D | — | ↓ 1 219 | 29 d ago | |
| 2145 | B | Multi-layered security audit system for GitHub/ClawHub releases. Prevents credential leaks, detects vulnerabilities, validates documentation. Frequency-aware scanning (quick/history/dependencies). Blo | 100 | 72 | C | — | ↓ 1 009 | 18 May 2026 | |
| 2146 | A | Agent memory management protocol. Activate for any memory read, write, or update operation. Defines six-category write spec, L0 sync rules, and dedup strategy. | 100 | 74 | C | — | ↓ 622 | 11 May 2026 | |
| 2147 | A | Ontology-driven Agent safety layer. Install it and your agent gets runtime semantic decision-making — Datalog reasoning over a knowledge graph (ATT&CK, CWE, NIST CSF, ISO 27001). Starts in shadow mode | 100 | 74 | C | — | ↓ 616 | 11 May 2026 | |
| 2148 | A | GitHub Spec-Kit integration for Spec-Driven Development (SDD). Use when: (1) initializing a new Spec-Kit project, (2) creating/updating project constitution, (3) writing feature specifications, (4) pl | 100 | 75 | B | — | ↓ 643 | 11 May 2026 | |
| 2149 | B | OAuth token provider for OpenClaw agents — Google Calendar, Gmail, GitHub, Slack, Linear, Notion, Vercel, Sentry, Asana, Discord, or Apify — plus user-entered passwords/API keys through the manual `se | 100 | 70 | C | — | ↓ 1 802 | 23 Jun 2026 | |
| 2150 | B | Create PMS tasks (bugs or features) on GitHub and sync to Google Sheets. Use when user says 'PMS Bug addition' for bugs or 'PMS Feature addition' for features. Creates GitHub issue with appropriate la | 93 | 83 | C | — | ↓ 992 | 17 May 2026 |