Skill rating

Fetch a public WeChat article URL, archive the raw HTML, and convert the article into a stage-1 compatible brief in `content-production/inbox/`. Use when Codex needs to collect公众号文章素材 or start the Sta

Verify Polymarket MR-V4 trading system deployment health. Use when asked to check trader processes, verify deployment, audit 韭菜王's changes, or after any strategy/config update. Runs a comprehensive ch

Durable LangGraph checkpointing via Supabase REST API (PostgREST) — no direct Postgres connection needed. Use when deploying LangGraph graphs to ephemeral platforms (Railway, Fly, Cloud Run) where in-

Verify a change end-to-end in a real browser, routed by one question — who needs this check to run again? Ephemeral checks run via Expect (millionco/expect) or browser-use (AI agent driving headless C

A pluggable self-improvement framework for AI agents. Automatically learns from mistakes, corrections, and feedback to continuously improve execution quality. Runs every 3 days via Cron, extracts reus

Create hand-drawn workflow diagrams from natural-language process descriptions by generating strictly validated Mermaid flowchart, sequenceDiagram, or classDiagram code, converting Mermaid to Excalidr

Activate this skill when a student provides study material (PDF or pasted notes) and a syllabus, and wants to prepare for an exam. Extracts key definitions, points, keywords, diagrams, exam-ready sent

Pre-installation security assessment for ClawHub skills. Run before any skill install.

Search, analyze, and summarize peer-reviewed academic papers from open access sources. Provides credibility scoring, visualization, timeline generation, and figure extraction for top papers.

Launch non-blocking interactive Claude Code tasks for slash-only plugins like ralph-loop. Use when a task needs interactive slash commands and completion callback routing.

Activate when: user says 'this will take years', 'we need to build this from scratch', 'we don't have the resources to move faster', 'how do we compress our timeline', 'competitors are already ahead a

Generate and edit images with Recraft through RunAPI. Use when the user asks an agent to create, edit, or transform images with Recraft. Default to the RunAPI CLI for one-off generation; use SDKs only

Reliable Feishu file sending workflow. Strongly prefer this skill whenever a Feishu user asks for a file, asks you to send or return a document, or whenever you are about to deliver any attachment in

Use Microsoft Edge online TTS service to convert text to speech. Supports command line and module invocation, no API key required.

Complete story development and writing pipeline. Use when creating, planning, or writing fiction. The skill runs 5 sequential processes: Discovery (questionnaire with suggestions), Story Bible (world-

Store and fetch credentials securely at runtime via AgentLair Vault REST API. Use when an agent needs to read an API key, store a secret, rotate credentials, or avoid putting secrets in openclaw.json.

Top-level discovery skill for the entire AINative platform. Use when (1) Asked "what is AINative?", (2) Exploring platform capabilities, (3) Deciding which SDK/API to use, (4) Getting started question

Provides data validation and type checking utilities for validating inputs and data structures. Use when you need to validate data types, check constraints, or verify data integrity.

Enhanced AI memory system — vector store, document-level MSA, knowledge graph, collision engine, executable skills, and closed-loop skill evolution.

How to use the Adaptyv Bio Foundry API and Python SDK for protein experiment design, submission, and results retrieval. Use this skill whenever the user mentions Adaptyv, Foundry API, protein binding

Personal AI alignment engine that discovers what you actually value through Socratic dialogue, then guides your trajectory via proactive pattern-aware messaging. Use when a user wants self-improvement

通过 Chrome DevTools MCP 控制本机 Chrome 浏览器（已登录的真实会话）。 适用场景： - 浏览、阅读任意网页内容 - 操作 X (Twitter)：浏览 feed、发推文、转帖、点赞、删帖 - 操作任何需要登录的网站（保留已有登录状态） - 截图、读取页面结构、执行 JS - "帮我看看 X 上有什么新消息" - "帮我发一条推文" - "打开 xxx 网站帮我..."

本地小红书 MCP 工作流技能，支持搜索笔记、读取详情与评论、发表评论与回复、发布图文/视频，并附带可直接复用的 Bash 脚本与发布模板。用户提到“小红书、xiaohongshu、小红书MCP、搜小红书、查小红书、发小红书、发布笔记、小红书评论、小红书详情、笔记发布、内容运营、RedNote”时使用。优先通过 mcporter 配置中的本地 MCP 服务 `xiaohongshu` 调用。

Benchmark and compare agent prompts and evaluation results. Use when tuning strategies, evaluating outputs, or comparing configurations.

Extracts resources and JavaScript from any installed Electron app (`.asar` bundle), restoring original sources from `.js.map` files when available or formatting minified code with Prettier otherwise.

Generate and edit images with Ideogram V3 through RunAPI. Use when the user asks an agent to create, edit, or transform images with Ideogram V3. Default to the RunAPI CLI for one-off generation; use S

Work with cat feeding, weight, and water tracking records. Use when validating CatFoodCalculator-style JSON backups, calculating dry-equivalent cat food totals, estimating water intake from wet food,

Generate videos from text descriptions using AI models through OATDA's unified API. Triggers when the user wants to generate, create, or produce AI video clips or animations using MiniMax, Google Veo,

从小红书笔记图片提取结构化数据（租金/面积/单价等），自动裁切长图 + OCR 识别 + 导出 Excel。 使用 Apple Vision 框架进行离线 OCR，支持中文识别。 Use when: 用户需要从小红书/社交媒体图片提取表格数据、价格信息、统计数据等。

Build a local-first retrieval architecture for an OpenClaw workspace with explicit corpus boundaries, deny-by-default agent access, separate personal-memory vs workspace-knowledge layers, stable agent

Researches secondhand, resale, and handmade marketplaces via the Crawlora API — Poshmark, Etsy, Vinted, StockX, Mercari, Depop, Whatnot, GOAT, and Leboncoin — returning clean JSON. Use when the user w

Vet public TikTok creators through live profile, post, video, comment, and user-search endpoints in Crawlora. Use for TikTok-only creator research and shortlists; use influencer-discovery for cross-pl

When the user needs a comprehensive marketing plan for a client, a company they advise, or their own product. Also use when the user mentions "marketing plan," "growth plan," "GTM plan," "go-to-market

Test untrusted skills in an isolated environment before installing. Monitors network access, filesystem writes, environment variable reads, and subprocess calls. Run any skill safely without risking y

Navigate Baidu Search, Maps, Baike, Wenku, and Qianfan with region-aware routing, official-source checks, and China-specific guidance.

Use ChanLun Theory to analyse stock and visualize

Comprehensive SQL cheatsheet with SELECT, JOINs, INSERT/UPDATE/DELETE, aggregation, window functions, subqueries, and best practices. Use when needing quick reference for SQL queries, database operati

Runtime assertion system that continuously verifies AI agent invariants — properties that must ALWAYS hold. Use when building reliable autonomous agents, auditing agent behavior for drift, enforcing s

Generate SVG images from Graphviz DOT graphs using WebAssembly. Uses the graphviz_component.wasm running in the openclaw-wasm-sandbox plugin. No graphviz system binary or execution permission required

How to use the nudge CLI — commands, flags, setup, and onboarding. Use this skill whenever the user wants to create a task, add a secret, check status, configure a punishment action, run any nudge com

Setting up a hyperlocal mutual aid network with neighbors. Use when someone wants to build community resilience, organize neighbors for mutual support, share resources, or create emergency preparednes

Researches Instagram profiles, posts, and Reels via the Crawlora API, returning clean JSON. Use when the user wants a public Instagram profile's stats, a specific post's media/engagement, or a user's

Executable power-user playbook for arena.ai. Use when choosing an arena.ai mode (Direct / Agent / Side-by-Side / Battle) for a task, reading or checking the Agent Arena leaderboard, screening a respon

Voice-first OpenClaw skill powered by MOSS APIs. Use when a user wants spoken replies in a preferred timbre, either from an existing voice_id or from a reference audio clip.

**macOS Only** - Manage macOS Reminders app via AppleScript. Full-featured reminder management: add, list, complete, delete, search, create lists, and more. **Note: This skill is macOS-only**, requir

Deep web search using Codex CLI for complex queries that need multi-source synthesis. Use when web_search (Brave) returns insufficient results, when the user asks for in-depth research, comprehensive

Code refactoring patterns and techniques for improving code quality without changing behavior. Use for cleaning up legacy code, reducing complexity, or improving maintainability.

Generate and edit images with GPT-4o Image through RunAPI. Use when the user asks an agent to create, edit, or transform images with GPT-4o Image. Default to the RunAPI CLI for one-off generation; use

Validate JSON-exported Tailwind CSS configuration files for structural issues, content path problems, theme misconfiguration, and best practices. Use when auditing Tailwind configs, preparing producti

Run spreadsheet-compatible Four-Square rental analysis for Paragon MLS deals. Use when evaluating rental properties for cash flow, NOI, DSCR, appreciation, depreciation, ROI, ROE, and IRR using the Go