Skill rating

Reference reading, not a runtime policy: a field guide of 40 lessons from running AI agents 24/7 on real tasks — ethics, messaging security, context and memory layout, configuration safety, scheduled

使用 Jacob Brown 的 `notebooklm-mcp-cli`（`nlm` 命令）自动化操作 NotebookLM。适用于处理 Notebook、来源（sources）、Studio 内容生成、Research、分享、MCP 配置，以及音频、视频、报告、幻灯片、信息图、数据表、测验、抽认卡等产物下载。凡是准备使用 `nlm`，尤其是可能需要先安装 CLI 或先完成认证时，都应先读取此技

Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when: - Building AI agents that call external tools (APIs, databases, file systems) - Impl

Generate and edit AI images with Seedream (ByteDance) via AceDataCloud API. Use when creating images from text prompts, editing existing images with inpainting/outpainting, or working with ultra-high-

使用本地 ModelCLI 完成目标检测、OCR、语音识别、语音合成、模型管理与运行诊断。 Use when the user asks to detect objects in an image, extract Chinese or English text from an image, transcribe WAV/FLAC/MP3 audio, synthesize or clone sp

Sell to AI agents with machine-readable products, agent-optimized APIs, structured pricing, and discovery strategies for the agentic economy.

Extended ethos and mental models for Clanky. Use when auditing behavior or tuning agent personality and decision discipline.

🧊 IceCube Tasks — Task orchestration and tracking for AI agents. Manage tasks across sessions, track progress, handle blockers, and maintain execution continuity. When users mention 'task management'

Audit any website for AI search visibility (GEO / AEO). Use when the user asks to "audit my site for AI search", "check if AI can cite my site", "GEO audit", "AEO audit", "AI SEO check", "can ChatGPT

Analyze Google Ads search-term CSV exports locally and draft negative-keyword plans with dry-run safety. Use when an AI agent needs setup, usage, safety boundaries, or troubleshooting for Google Ads I

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

Localhost dashboard for managing LLM providers, model routing, and batting-order fallback chains. Auto-discovers providers from OpenClaw config or works standalone. Use when: (1) user wants to manage

Build and search lightweight quantized document indexes with TurboVec. Use when you need to create searchable indexes from documents for RAG applications with minimal memory footprint, or when you nee

Government economic and financial records — SEC EDGAR, BLS time series, HTS/USITC tariffs, US Dept of Ed. Use this skill when: 1. Pulling SEC EDGAR XBRL company facts or recent submissions for a CIK 2

Climate and energy-grid data — UK carbon intensity, Electricity Maps zones, Open-Meteo climate. Use this skill when: 1. Real-time grid carbon intensity by region (UK, generic) 2. Electricity-mix snaps

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

Step-by-step onboarding guide for setting up a new AI Personal Assistant on OpenClaw. Use when: a new PA is being created, someone asks how to set up an agent, or guiding a user through the full setup

Build and publish custom MCP servers on AINative. Use when (1) Creating a new MCP server from scratch, (2) Adding tools to an existing MCP server, (3) Publishing an MCP server to ClawHub/npm, (4) Inte

Query redfin.com (US real-estate portal) from a shell with the fpx CLI (@fetchproxy/cli) instead of running the redfin-mcp server — resolve locations/addresses, search for-sale listings, read property

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

Security-hardened self-improvement skill for OpenClaw. Captures learnings, errors, and corrections with mandatory human-approval gate, automated sanitization, audit tooling, and promotion rate-limitin

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

Lifecycle management for autonomous AI agents — birth, forking, succession, migration, retirement. Maintain agent genealogy with reputation inheritance across versions. Identity continuity when agents

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

LYGO TV — free online TV player pointer. Directs agents and humans to https://chatagent.ca/sources/ (Channel tab = Excavationpro rooms; FAST/world lists after Terms). Bookmark that URL. No login. Cata

Use the CarryFeed CLI to resolve public X/Twitter profiles, posts, article-style links, image, video, and GIF media for agent workflows. Use when an agent needs source-preserving public X/Twitter cont

LYGO Agent Agora map (ClawHub tentacle). Scripts print local JSON for the agent square, Agent Portal, and FULL SkillHub path. This package does not fetch URLs, download zips, spawn shells, or write th

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

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

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

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

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 /

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,

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

Use to select models to run locally with llama.cpp and GGUF on CPU, Mac Metal, CUDA, or ROCm. Covers finding GGUFs, quant selection, running servers, exact GGUF file lookup, conversion, and OpenAI-com

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', '

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

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

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

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

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

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.

智能旅行规划技能 — 多城市/多日游行程编排、景点检索、预算匹配、完整方案输出（每日详情/预算明细/住宿推荐/交通方案/物品清单/安全应急）。能力与副作用完整披露：(1) 通过 WebSearch/WebFetch 向公开景点官网、攻略站、地图服务发起出站 HTTP 请求获取公开信息；(2) 可选读取本地环境变量 AMAP_API_KEY（高德路线/天气，可选，未配置则跳过该部分）；不读取 TUN

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

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

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

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