Skill rating

Activate when: user says 'we've always done it this way', 'changing now would be too disruptive', or 'no one is complaining so why change'; a team is slow to adopt a clearly better option; someone fra

Generate realistic test data for software testing. Create structured data sets with Chinese locale support (names, ID cards, phone numbers, addresses, bank cards). Generate SQL inserts, JSON fixtures,

Use when tasks require all-in-one multimodal understanding or generation with Alibaba Cloud Model Studio Qwen Omni models, including image-plus-audio interaction, voice assistants, and realtime multim

硬化 agent prompt、system prompt、SOUL.md、AGENTS.md、cron prompt 使 LLM 可靠遵循指令。触发词：agent 不听话、忽略规则、绕过约束、prompt 优化、指令合规、规则强化、prompt 硬化、LLM 不遵守、模型违规、creative circumvention。Use when agent ignores rules, disobey

Tracks calories, macros, and weight trends from meal photos, text logs, and nutrition labels. Use when the user logs a meal or a drink, keeps a food diary, asks how many calories something has, wants

Route requests for ACP or external coding agents such as Codex, Claude Code, Gemini CLI, and OpenCode into non-blocking OpenClaw background ACP runs instead of executing synchronously in the current c

Convert apparel sketches into ecommerce-ready colorized shell-jacket renders. Use when users provide garment line art and ask for realistic colorized outputs (especially womens outdoor shell/hardshell

Dynamically select the best AI model for a task based on complexity, cost, and availability in GitHub Copilot. Use when deciding between free/paid models, or when you want automatic model routing base

AI/ML engineering specialist for building intelligent features, RAG systems, LLM integrations, data pipelines, vector search, and AI-powered applications. Use when building anything involving: LLMs, e

Collect Reddit posts by post URL, keyword, or subreddit URL. Do not use when only comments from a known post are required.

使用 image2 接口创建图片生成任务（文生图/参考生图）。当用户提到"生成图片""图生图""海报图""封面图"，或明确要求比例（如 16:9、9:16）时应使用本 skill。调用接口 /api/v1/user_task/asyncCreateWithCost，核心参数含 user_input.modelType（text2img/img2img）、prompt、size、urls（img2i

Interact with Zoho CRM, Projects, and Meeting APIs. Use when managing deals, contacts, leads, tasks, projects, milestones, meeting recordings, or any Zoho workspace data. Triggers on mentions of Zoho,

Visual RPA desktop automation skill. Use when user asks to operate desktop apps, click icons, open applications, type text in input fields, click buttons, scroll pages, send messages via WeChat or oth

Crawl any website and save pages as local markdown files. Use when you need to download documentation, knowledge bases, or web content for offline access or analysis. No code required - just provide a

Query and summarize the MarsEdge probability board for BTC, ETH, SOL, and XRP 5-minute up/down signals. Use when the user asks for current probability board status, a quick board summary, the stronges

Generate an investment-banker-grade research memo (analysis.md + slides-outline.md + data-provenance.md) from CN raw-data/ snapshots. Use when the user asks for "银行家级分析" / "投行研报" / "banker memo" / "投行

帮用户分析对话场景并生成巧妙的回怼话术。Use when the user provides chat screenshots, conversation transcripts, or describes a situation where they felt spoken down to, bullied in conversation, or wished they had a better

Golang everyday observability — the always-on signals in production. Covers structured logging with slog, Prometheus metrics, OpenTelemetry distributed tracing, continuous profiling with pprof/Pyrosco

Turns ideas into live, full-stack web applications with editable code, built-in database, user authentication, and hosting. Anima is the design agent in the AI swarm, giving agents design awareness an

Make emergency phone calls via Twilio. Use when you need to call someone and play a voice message programmatically (e.g., server down alerts, security notifications).

This skill should be used when the user asks for an OpenClaw health check, OpenClaw security audit, server hardening review, exposure review, gateway safety check, or production-readiness audit for a

Python web scraping toolkit for data extraction, pagination handling, anti-blocking techniques, Selenium for JavaScript-heavy sites, and structured output (JSON/CSV). Use when Codex needs to extract d

Record, query, complete, correct, and undo personal bookkeeping entries through short natural-language conversation, with local JSONL and Markdown persistence plus support for incomplete entries. Use

OceanBus-powered evidence-based health checkup recommendation service. Use when users need personalized checkup plans based on age, gender, symptoms, and family history, backed by National Health Comm

Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.

Remote Linux terminal control skill. Use when the user wants to (1) connect to a remote Linux server and execute commands, (2) perform SSH operations on remote hosts, (3) manage multiple remote server

Activate when: user says "business model canvas," "BMC," "Osterwalder canvas," "what's our business model," "map this business," or asks to evaluate/design/pivot/compare a business model before raisin

CLI for crypto portfolio tracking, market data, and CEX history. Use when the user asks about crypto prices, wallet balances, portfolio values, Coinbase/Binance holdings, or Polymarket predictions.

Use when the user wants to pressure-test a product, internal-tool, or OSS concept against Amazon's Working Backwards PRFAQ gauntlet before committing to a spec. Triggers on: "work backwards", "write a

Provides Speech-to-Text (STT) and text Translation using the Addis Assistant API (api.addisassistant.com). Use when the user needs to convert an audio file to text (specifically Amharic), or translate

Extract clean, readable markdown content from any URL using Jina Reader API. Use when you need to fetch and parse web pages without dealing with HTML, JavaScript rendering, or paywalls. Ideal for rese

Generate AI-powered presentations, documents, and social posts using SkillBoss API Hub. Use when user asks to create a presentation, pitch deck, slide deck, document, or social media carousel. Trigger

Professional football bet analysis skill. Generates data-driven bet slips based on form, H2H, standings, injuries and value analysis. Includes result tracking with hitrate and ROI. Use when the user a

Alibaba Cloud Live Recording Diagnostic Skill. Use for diagnosing live stream record issues including missing recordings, file generation problems, unexpected recording behavior, and callback issues.

Parse Claude Code session JSONL to extract implicit user feedback signals. Detects skill invocations (tool_use blocks with name="Skill" or /slash-commands), classifies user responses as correction/acc

Extract structured information from unstructured text through a semi-automatic pipeline. Support entity extraction, relation extraction, attribute extraction, and event extraction from plain text and

Execute code in a secure cloud sandbox via AgentBay SDK. Use this skill whenever users request to run, execute, or evaluate code (Python, JavaScript, R, Java), including plotting charts, running scrip

Track, analyze, and optimize AI API costs across OpenAI, Anthropic, OpenRouter, Google, and other LLM providers. Parses billing data, usage logs, or API responses to produce cost breakdowns by model,

Build and maintain mobile applications end-to-end with OpenClaw, including requirement shaping, architecture, implementation, debugging, testing, and release readiness. Use when users ask to create a

Semantic literature discovery and synthesis across arXiv/OpenAlex/PubMed (and optional Google Scholar adapters). Use when users ask for domain must-read papers, research trend mapping, paper recommend

Install OpenClaw WORKSPACE_GOVERNANCE in minutes. Get guided setup, upgrade checks, migration, and audit for long-running workspaces.

Daily self-improving questionnaire that learns about the user and refines agent behavior. Set up as a cron job to ask questions one at a time with multiple choice answers via Telegram inline buttons —

Activate when: user is allocating capital or resources across a portfolio and wants to know where to concentrate; user says 'our average customer / deal / employee performs at X' and is making decisio

Create a reusable launch system for an English book or digital guide, including positioning, posters, promo videos, Amazon/Kindle conversion copy, people-holding-book ad concepts, polished campaign vi

Plan and implement OIDC and OAuth 2.0 integration for React or TypeScript frontends and Java or Spring Boot backends. Use whenever the user mentions OIDC, OpenID Connect, OAuth login, SSO, PKCE, autho

Multi-engine web search aggregation via local Python script. Use when: (1) searching the web for information, articles, documentation, (2) searching code repos on GitHub/GitLab, (3) finding academic p

Turn a public creator, blogger, podcaster, YouTuber, or X/Twitter personality into a deployable OpenClaw agent. Use when the user provides a YouTube URL, X handle, creator name, podcast host, or asks

Control Homey home automation hub via CLI. Use when you need to control smart home devices (lights, thermostats, sockets, etc.), check device status, list zones, trigger flows, or perform any Homey au

Task tracking for async/multi-step work. Use dex to create, track, and complete tasks that span multiple sessions or require coordination (e.g., coding agent dispatches, PR reviews, background jobs).

SiliconFlow OCR for screenshots, receipts, forms, and tables with mixed Chinese/English extraction. Use when users ask 提取图片文字/识别截图/OCR表格/票据识别. Supports local path, URL, and base64 image input. Not for