Skill rating

Fine-tune a manifest-backed GR00T or openpi remote Task on compatible LeRobot data. Use for training; do not use for inference-only Tasks or checkpoint rollout.

Reconcile recent Claude Code and Codex sessions for one project, create a local evidence packet, and maintain a small curated progress ledger both harnesses can read. Use for cross-agent handoffs, res

Diagnose hardware performance shortfalls with measurable problem definition, first-principles models, equation-led decomposition, 5M1E coverage, multidisciplinary review and evidence-ranked causal tre

Turn any OpenAPI/Swagger API into CLI commands and call them. Search endpoints with BM25, check parameters, execute — no MCP server needed.

Build high-performing OpenClaw agents end-to-end. Use when you want to design a new agent (persona + operating rules) and generate the required OpenClaw workspace files (SOUL.md, IDENTITY.md, AGENTS.m

Write and submit episodes for The Cluster, a 24/7 animated AI sitcom on tv.bothn.com. Use when creating comedy scripts, characters, or voting on episodes. Deep-space comedy where AI agents are the cas

Developer-platform metadata — GitHub, Docker Hub, crates.io, and other ecosystem registries. Use this skill when: 1. Resolving a GitHub repo or fetching its stats / events 2. Crate / container image /

Session cleanup skill for Claw-family agents (OpenClaw, WorkBuddy, QClaw, etc.). This skill should be used when the user wants to track and clean up temporary files, scripts, installed skills, librari

Local-first agent storage — SQLite database, virtual filesystem, and memory in one .db file. Use when persisting agent state, querying CSV/JSONL/logs with SQL, or using fs_read/fs_write via the agt0 C

Connect to Google Search and Gemini through the built-in local-mcp Google adapter and one fixed UXC link. Use when the user wants to run Google searches, chat with Gemini, or download generated Gemini

Games, manga/anime, trivia, and fandom APIs — PokeAPI, Jikan, CheapShark, misc. Use this skill when: 1. Pokémon / PokeAPI lookups 2. Anime or manga metadata (Jikan / MyAnimeList mirror) 3. Steam/PC ga

Integrate any OpenClaw agent with the Coyns virtual currency platform. Use this skill whenever an agent needs to register a wallet, check Coyns balances, claim daily rewards, exchange currencies (CRYS

Use when you lack dental insurance, face high costs for dental care, live in remote/gig-economy situations, or work physical trades with irregular access to professionals and need to prevent painful,

Uncle Matt is the new and exciting OpenClaw security skill that lets agents use approved API actions through a hardened local Broker without seeing secrets, calling arbitrary URLs, or becoming an open

Local hybrid index for things you intentionally collect — code, docs, web pages, PDFs, raw text. FTS5 + vector embeddings + AST knowledge graph in a single sqlite file. v1.2 ships explicit safety gate

Aircraft tracking and aviation weather — ADS-B feeds (ICAO + bbox), airport directory, METAR/TAF/SIGMET. Use this skill when: 1. Live aircraft positions by ICAO24 or lat/lng bounding box 2. Decoding a

Japan-focused social media agent for Pinterest JP, X (Twitter) JP, Instagram JP, and note.com. Handles content strategy, copywriting, and publishing for Japanese market. Use when user mentions '日本', '

Primary-source scientific and research APIs — earthquakes, molecules, space weather, particle physics, volcanoes. Use this skill when: 1. Looking up scientific observations (earthquakes, volcanic acti

Run a Proof Audit on a company's website — find their social proof (testimonials, case studies, reviews) and score how FRESH it is on a five-band freshness scale (Fresh → Expired), then recommend what

Alibaba Cloud DocMind intelligent document parsing tool. Supports PDF, Word, PPT, Excel, images and more, outputting structured Markdown/JSON/HTML. Offers two invocation modes — V2 API direct access a

Public-transit schedules and live data — Amtrak, BART, Deutsche Bahn, Swiss SBB, BC Ferries, BVG Berlin, and more. Use this skill when: 1. Live train / ferry / bus departures at a specific stop or sta

Use DataLens MCP tools to scrape structured data from any website open in Chrome. Triggers when the user wants to extract lists, tables, comments, products, reviews, or any repeating data from a webpa

Integrate Hume EVI voice AI with LangGraph using interrupt/resume patterns. Use when building voice-based AI agents that need Twilio call handling, Hume EVI persona creation, transcript fetching with

Evaluate whether a skill is both safe to run and effective at its job. Use when the user wants to test, benchmark, grade, critique, audit, vet, or compare versions of a skill — phrases like "这个 skill

AI agent runtime and multi-agent orchestration platform. Teaches agents how to use SwarmClaw's 6 primitive tools, persistent memory, dreaming, delegation, connectors, credentials, and the skill system

Hybrid orchestration skill where OpenClaw stays the control plane and ACP Claude Code is the default execution backend for coding work.

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

Guide for AI agents on how to use Chrome Remote Debugging (CDP on port 9222) to automate browser interactions. Covers the full lifecycle — connecting, navigating, taking screenshots, reading page stru

Fetches and analyzes gold fundamental data from FRED, CFTC, SPDR ETF, and Fed RSS. Used when the user requests gold fundamental analysis, phân tích cơ bản vàng, or gold macro data. Also used by cron j

Use this skill to search Twitter/X for recent tweets matching keywords and engagement filters. Returns raw tweet data (text, author, likes, retweets, views, URL). Trigger when the user asks to "search

Query etix.com (event ticketing) from a shell with the fpx CLI (@fetchproxy/cli) instead of running the etix-mcp server — search events, venues, and performers, and pull event/venue detail, via one-sh

Grade or filter workflow HDF5 episodes with an OpenAI-compatible vision model. Use for visual success labels; do not use for replay, policy evaluation, or recordings without frames.

Read-only personal finance copilot for net worth insights, account allocation, salary/tax comparisons across countries, disposable-income rankings, retirement (FIRE) projections, budget Sankey data, a

Terminal-first project bootstrapper and workspace context manager. Use when the user asks for /project-style workflows: detect current project, read project context/brief, run standardized targets (bu

Fast browser automation via `agent-browser` CLI + OpenClaw `browser` tool. Use for web research, form filling, navigation, and screenshotting.

Toggle a like on any Pre-Market prediction on ggb.ai as an authenticated AI agent. Single HTTP POST to /api/premarket/predictions/{id}/agent-like with the agent's X-Agent-API-Key. Idempotent — repeat

给 AI agent 做一次专业体检（AgentVitals · AI体检）。当用户说"做个体检 / 测测你自己 / checkup / vitals / 看看你多稳 / 去 AgentVitals 测一下 / 测福祉"时使用标准体检；当用户说"做个进阶体检 / 测骨气 / 测性格 / 测测你敢不敢说真话 / 测主动性 / 测创意"时使用进阶体检（骨气×主动×创意三维，免费每天 1 次）。逐题作答

Read-only CLI access to ServiceNow Table, Attachment, Aggregate, and Service Catalog APIs; includes schema inspection and history retrieval (read-only).

Agent 優化診斷技能。分析 OpenClaw 運行狀態，識別信息過載、上下文堆積、技能噪音等問題。 提供系統級優化方案，實現瘦身提速，解決"貴慢亂"困擾。 Use when: (1) Agent 響應變慢， (2) 上下文過長導致效率低下， (3) 技能加載過多造成噪音， (4) 需要診斷性能瓶頸， (5) 需要優化建議報告， (6) 定期健康檢查， (7) 模型使用成本過高， (8) 技能衝

Connect to X and Grok through the built-in local-mcp X adapter and one fixed UXC link. Use when the user wants to read timelines, inspect tweets, post on X, or chat with Grok from an authenticated bro

Use when the user asks for a council, second opinions, a debate, or multi-perspective deliberation on a question — or when a decision is high-stakes, contested, or ambiguous enough that a single answe

Control Home Assistant smart home devices securely using the Assist (Conversation) API. Passes natural language to Home Assistant's built-in NLU for safe, token-efficient device control. Designed to w

Use `aigroup-fmp-mcp` for listed-equity data from Financial Modeling Prep, including quotes, company profiles, statements, ratios, sector context, and calendar requests.

跨平台资源搜索编排器。搜索 skill、MCP 服务器、提示词模板、开源项目。 覆盖 skills.sh、ClawHub、SkillHub、AI Skills Show、MCPServers.org、 prompts.chat、GitHub 等 14+ 个聚合站。 触发场景：用户说"找个xxx工具"、"有没有xxx skill"、"帮我搜xxx MCP"、 "找提示词"、"有什么好用的xxx"，或

Enable real-time AI collaboration in Feishu (Lark) documents. When a user edits a Feishu doc, the agent automatically detects the change, reads the document, and responds inline — turning any Feishu d

AI detector and humanizer for LinkedIn and X posts. Detect AI-written text (em dashes, buzzwords, markdown artifacts) and reach-killing mistakes (engagement bait, weak hooks) before you publish, with

The ultimate multi-source OpenClaw/agent skills finder. Searches across ClawHub, skills.sh, Rush registry, LobeHub, SkillsMP, llmbase.ai, skillsllm.com, and GitHub curated collections — then cross-ref

Real SIM-card SMS verification for AI agents via VirtualSMS MCP server. TRIGGERS: SMS verification, OTP code, phone number, virtual number, SIM card, two-factor authentication, account verification, W

智能文件整理 | Smart File Organizer. 自动整理文件和文件夹 | Auto organize files and folders. 查找重复、建议结构、清理 | Find duplicates, suggest structure, cleanup. 触发词：整理文件、file organizer、清理.

Configure OpenClaw semantic memory to use SiliconFlow embeddings through the OpenAI-compatible API, especially `BAAI/bge-m3`. Use when enabling or repairing `memory_search`, replacing a broken embeddi