Skill rating

This skill should be used when the user asks to test OpenClaw recovery readiness, rehearse backup/restore, run a disaster-recovery drill, validate operator recovery playbooks, check restore confidence

Google Indexing API tool. Use when user wants to submit URLs for Google indexing. Supports two modes: "auto-index" (fetch sitemap, diff against cache, submit new URLs) and "index-now" (submit specific

Intelligent memory layer for Clawdbot using Mem0. Provides semantic search and automatic storage of user preferences, patterns, and context across conversations. Use when (1) User explicitly says "rem

Activate when: user asks whether their system/business/portfolio would survive a crisis; user says 'this has been fine for years but I'm nervous'; user wants to stress-test a plan against worst-case s

Activate when: user asks "will our margins improve as we grow?", "do we need scale to compete?", "why does our competitor charge less than us?", analyzing whether a business model has a cost advantage

API-key-free online research via the built-in browser tool. Use this skill when web_search fails due to missing keys, and you still need web evidence.

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

Generate Ecto migrations from natural language or schema descriptions. Handles tables, columns, indexes, constraints, references, enums, and partitioning. Supports reversible migrations, data migratio

Generate a full Phoenix JSON API from an OpenAPI spec or natural language description. Creates contexts, Ecto schemas, migrations, controllers, JSON views/renderers, router entries, ExUnit tests with

Run a local script to fetch current stock prices. Use the read tool to load this SKILL.md, then exec the uv run command inside it. Do NOT use sessions_spawn or web search. Triggers: stock price, share

Extract structured data from Office documents (DOCX, PPTX, XLSX, HWP, HWPX) using the Polaris AI DataInsight Doc Extract API. Use when the user wants to parse, analyze, or extract text, tables, charts

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

LinkedIn job search assistant that scrapes listings, filters by technologies and countries, and scores matches with AI. Use when the user wants to find jobs, search for job openings, look for work, jo

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,

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

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

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

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

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.

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

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）。

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

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

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.

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;

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

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

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

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

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,

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

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.

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

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

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

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

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

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

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

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

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

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