Skill rating

Activate when: user says 'we keep hearing about X so it must be common', 'that just happened so it's risky', 'the news is full of stories about this', 'I've seen this a lot lately so it's probable', o

How to use the internet_search tool effectively — category routing, query formulation, and multi-search strategies. Use whenever web search is needed: current events, research papers, community opinio

Plan travel price monitoring and visa or document reminders with safe, read-only guidance. Use when a user wants price drop alerts, travel checklists, or visa timelines without booking or payment acti

Development and management of the Luban CLI for MLOps. Use this skill when building or using the Luban CLI to manage experiment environments, training tasks, and online services.

Use when the user asks to create, improve, fix, or audit a README.md file, score their README, document an open source project, or set up new project docs. Provides 8-dimension 0-100 quality scoring,

Generate Excalidraw diagrams (.excalidraw files) from natural language descriptions. Use this skill whenever the user asks to create, draw, or visualize a diagram, flowchart, architecture diagram, min

Trading strategy development sandbox. User describes trading intent in natural language, agent writes a Python backtest strategy and returns results.

Persistent memory and identity continuity for AI agents. Combines Second Brain (PROOF_OF_LIFE, daily logs, long-term MEMORY.md) with SOULS session lineage. Each session absorbs the previous soul and c

Activate when: user says 'everyone is working hard but results are flat', 'where is our bottleneck', 'we keep adding capacity but throughput doesn't improve', 'backlog piling up at one stage', 'Goldra

Query TechSnif tech news intelligence via bundled CLI. Continuously updated articles across AI, Startups, Venture, and Robotics. Use when asked about tech news, AI news, startup funding, robotics, ven

Generate professional advertising images with AI models holding/wearing products. ✅ USE WHEN: - Need a person/model in the image WITH a product - Creating fashion ads, product campaigns, commercial p

MTA system train departures (NYC Subway, LIRR, Metro-North). Use when the user wants train times, schedules, or service alerts for MTA transit. Covers MTA Subway, LIRR, and Metro-North across the grea

Agent 执行循环控制。当 agent 提前停止、偏离任务、或在 headless 模式下需要执行控制时使用。不适用于工具重试（用 tool-governance）。参见 context-memory（阶段边界 handoff）、quality-verification（编辑后检查）。

Operate YouTube Music via natural language. Search songs, artists, albums, playlists, lyrics, charts, recommendations, and control playback. Browse personal library, manage playlists, rate tracks, and

Structured 8-step framework for building production AI agents. Use when designing a new AI agent, planning agent architecture, building an automated workflow, or reviewing an existing agent's design.

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,

Install and configure headless Chrome for OpenClaw browser tool in environments without root/sudo access (cloud containers, VPS, sandboxed hosts). Use when: (1) browser tool fails with No supported br

Call EngageLab WhatsApp Business REST APIs to send WhatsApp messages (template, text, image, video, audio, document, sticker), manage WABA message templates, and handle callback webhooks for delivery

Literature review paper writing assistant — guides you through the full lifecycle: (1) Systematic search using PICO/Boolean/MeSH frameworks across arXiv, Semantic Scholar, OpenAlex, CrossRef & PubMed;

Free multi-engine web search via ddgs CLI (DuckDuckGo, Google, Bing, Brave, Yandex, Yahoo, Wikipedia) + arXiv API search. No API keys required. Use when user needs web search, research paper discovery

Generate images via OpenRouter (google/gemini-2.5-flash-image) and send to Telegram. Use when user asks for AI-generated images in TG.

Send email through Proton Mail Bridge (localhost SMTP) using age-encrypted credentials. Use when setting up Proton Bridge for an agent mailbox, encrypting Bridge credentials (no 1Password), or sending

WHAT: Universal release workflow with auto-detection, multi-language changelogs, semantic versioning, and git tagging. WHEN: User wants to create a release, bump version, update changelog, push a new

Tavily AI search API integration for OpenClaw. Provides web search functionality with AI-powered summarization optimized for RAG and question answering. Use when you need web search and the default we

Measure and verify AI agent autonomy using the Agentic Verifiable Independence (AVI) framework. Use when agents need to assess their own autonomy, verify other agents' independence levels, or generate

Generate AI podcast episodes from PDFs, text, notes, and links using MagicPodcast in OpenClaw. Creates natural two-person dialogue audio, supports custom language, and returns podcast links with progr

Official skill for recognizing handwritten text from images using ZhiPu GLM-OCR API. Supports various handwriting styles, languages, and mixed handwritten/printed content. Use this skill when the user

This skill should be used when the user asks to "research web data", "scrape websites", "extract web data", "perform market research", "analyze competitors", "monitor prices", "collect product informa

Handle Tamil, Tanglish and code-mixed text messages - spoken-register replies, spelling-tolerant matching, plain-text formatting, and cultural greetings for Tamil Nadu users.

Fetch and analyze peer reviews from OpenReview for any academic paper. Use this skill when the user mentions OpenReview, asks about reviews for a paper, wants a review summary or synthesis, provides a

Framework for AI self-exploration, identity development, and ongoing growth. Use when setting up or maintaining a structured process for an OpenClaw bot to develop its own identity, values, voice, and

Design and implement Oban background job workers for Elixir. Configure queues, retry strategies, uniqueness constraints, cron scheduling, and error handling. Generate Oban workers, queue config, and t

Comprehensive US stock analysis including fundamental analysis (financial metrics, business quality, valuation), technical analysis (indicators, chart patterns, support/resistance), stock comparisons,

Lookup Pathé Netherlands movies, posters, descriptions, cinemas, and showtimes via the Pathé JSON APIs. Trigger when the user mentions a Pathé movie/show, wants a poster, asks about a description/rati

Provide Stoic philosophy quotes from Marcus Aurelius, Seneca, Epictetus, Cato, and other Stoic philosophers upon user request. Use when: 1. User explicitly asks for a "Stoic quote" or "quote from [St

查询中国常见快递公司的官方客服电话、常用联系渠道、投诉与催件路径，并给出延误、长时间不更新、显示签收但未收到、驿站代收、破损、丢件、拒收退回、疑似诈骗短信或电话等常见快递问题的处理建议。Use when the user asks about 顺丰、京东快递、EMS、中通、圆通、申通、韵达、德邦、极兔等快递公司的电话、运单异常处理、投诉升级、理赔准备材料、或需要一个可执行的下一步动作清单。NOT

Search the web using a self-hosted SearXNG metasearch engine. Aggregates Google, Brave, DuckDuckGo, and more without API keys.

Screen and evaluate resumes against criteria using ZhiPu GLM-V multimodal model. Reads multiple resume files (PDF/DOCX/TXT), compares against user-defined screening criteria, and outputs a Markdown ta

Azure Speech TTS skill for generating local audio files from text or SSML with Azure Speech. Use when the user asks to use Azure Speech / Azure TTS / Microsoft TTS / speech synthesis / text-to-speech

Generate interactive SVG architecture diagrams for AI agent systems. Use when visualizing multi-agent setups, orchestration flows, data pipelines, or system topology. Produces a self-contained HTML pa

Store and query structured data without planning schemas upfront. Use when you need to remember information, track entities across conversations, build knowledge bases, ingest API data, store user pre

Use when asked to send email, check inbox, read emails, check calendar, schedule meetings, create events, search Google Drive, create Google Docs, read or write spreadsheets, find contacts, or any tas

Execute real-world e-commerce purchases autonomously with escrow protection and cryptographic proof. Use when: User requests a physical purchase (Amazon, retail), budget is specified, escrow funds are

Create a 3-tier memory directory structure (HOT/WARM/COLD) for OpenClaw agents and configure the built-in memory-core plugin to use Google Gemini Embeddings 2 (gemini-embedding-2-preview) for semantic

Use when editing images with Alibaba Cloud Model Studio Qwen Image Edit models (qwen-image-edit, qwen-image-edit-plus, qwen-image-edit-max, qwen-image-2.0 series and snapshots). Use when modifying exi

Deep web research with multi-round search, cross-verification, and structured reports with citations. Enhances web_search and web_fetch into a full research workflow. Use when: user asks to research a

Scan Polymarket prediction markets for book arbitrage opportunities (overbooked/underbooked multi-outcome markets), generate a formatted report, and deliver it via Telegram and email. Use when asked t

This skill should be used when the user asks to reduce OpenClaw token spend, audit model and cron cost risk, prevent denial-of-wallet incidents, add budget guardrails, review expensive agent defaults,

Lightweight document utility designed to convert files to Markdown (MD), built specifically for intelligent agents (e.g., OpenClaw, ClaudeCode) to read and process content. Requires no external depend

Download videos from YouTube, Reddit, Twitter/X, TikTok, Instagram, and 1000+ other sites using yt-dlp. Use when user provides a video link and wants to download it.