Skill rating

Map blast radius before shipping — run when editing a service, controller, hook, or shared utility to surface all importers, affected API routes, test gaps, ENV vars, and recent migrations.

Use when building vector retrieval with DashVector using the Python SDK. Use when creating collections, upserting docs, and running similarity search with filters in Claude Code/Codex.

Multi-LLM consultation for complex questions. Trigger when user sends "/ask [question]", "/ask" (no args, consult on recent conversation), "/ask --preset NAME [question]", or "/ask --compare [question

Design Gmail, Drive, Sheets, and Calendar automations with scope-aware plans. Use for repeatable daily task automation with explicit OAuth scopes and audit-ready outputs.

When the user wants to add, optimize, or audit social share buttons (share article to X, LinkedIn, Facebook, etc.). Also use when the user mentions "share buttons," "social share," "share to X," "shar

Persistent memory for OpenClaw agents. Store decisions, preferences, and context that survive across sessions. Build knowledge graphs that compound over time. Hybrid search (BM25 + vector + graph) rec

Legal/compliance guardrails for outbound OpenClaw actions (anti-spam, defamation, privacy, financial claims).

Use when the user explicitly asks to prepare, review, or create a Git commit, including "提交", "提交代码", "帮我提交", "commit", "git commit", "确认提交", or requests a commit message.

AI-powered Chinese A-share stock analyst. Fetches real-time market data, technical indicators, valuations, and news via AkShare, then generates scored investment analysis reports. TRIGGER when: user a

严谨逻辑结构化小说写作引擎。强制执行6阶段写作流程：预写分析→初稿生成→自检→文笔润色→修订→元数据输出。适用于已有大纲的精细创作，强调伏笔回收、状态追踪、时间线管理、文笔优化。Use when: (1) 需要严谨写作流程，(2) 有大纲需要按结构创作，(3) 需要追踪多章节状态，(4) 需要文笔人物润色。

Deploy and manage applications on Railway.app. Use for deploying projects, managing services, viewing logs, setting environment variables, and managing databases. Railway is a modern cloud platform fo

Activate when the user needs to interact with any website — browser automation, web scraping, screenshots, form filling, UI testing, monitoring, or building AI agents. Provides pre-verified page actio

Self-recovery and auto-repair system for OpenClaw agents. Monitors agent health, detects failures (crashed cron jobs, broken skills, config corruption, memory bloat, session timeouts), automatically d

Rapid development with Cloudflare Workers - build and deploy serverless applications on Cloudflare's global network. Use when building APIs, full-stack web apps, edge functions, background jobs, or re

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

Run and diagnose expert-grade protein-ligand molecular docking through SciMiner using Gnina, AutoDock Vina, PackDock, SurfDock, DiffDock, and fpocket. Use for focused docking, pocket-aware engine sele

Add usage metering and billing telemetry to OpenClaw agents using Drip. Use when you need per-run cost attribution, tool-call usage tracking, and customer-level billing visibility.

Send and receive SMS/RCS via Google Messages web interface (messages.google.com). Use when asked to "send a text", "check texts", "SMS", "text message", "Google Messages", or forward incoming texts to

中国快递物流查询工具。当用户需要查询顺丰、圆通、中通、申通、韵达、京东、EMS等中国快递公司的物流信息时使用。用户会说"帮我查个快递"、"快递到哪了"、"查一下物流"、"track my package"等。支持单号追踪和物流轨迹展示，无需API Key。Use for ANY Chinese express tracking requests.

Use when generating talking, singing, or presentation videos from a single character image and audio with Alibaba Cloud Model Studio digital-human model `wan2.2-s2v`. Use when creating narrated avatar

Verify claims, statements, and information against reliable sources. Use when user asks to fact-check, verify, confirm, validate, or check the accuracy of any statement, statistic, quote, date, or cla

Structured error-to-rule learning system for AI agents. Activate when an agent makes a mistake, receives a correction from the user, or needs to check past lessons before making a decision. Converts e

Trade memecoins on Solana. Use when: user asks about memecoins, trenching, degen trading, ape, GMGN, Axiom, pump, 100x, alpha, CT, smart money, whale tracking, fresh wallets, rug checks. NOT for: blue

Book beauty services through Lokuli MCP. Use when user needs haircuts, barbers, hair salons, nails, makeup, spa treatments, or any beauty service. Triggers on requests like "book me a haircut", "find

Activate when: someone says "I keep reverting to old habits," "our strategy worked five years ago but not now," "I know I should think differently but can't seem to," "how do I stay relevant," or a le

AI image generation via Cloudflare Workers AI (free tier, FLUX models) with premium EvoLink fallback. Use when generating images from text prompts, creating visual assets, product mockups, or social m

Create and manage Alibaba Cloud IMS video translation jobs via OpenAPI (subtitle/voice/face). Use when you need API-based video translation, status polling, and job management.

Use AKShare to answer Chinese market-data questions about A-shares, China indexes, open-end mutual funds, macro indicators, macro calendar events, and finance news flashes. Trigger on requests such as

Daily job search + resume archetype matching skill. Searches LinkedIn for jobs matching your target roles and locations, deduplicates against previously seen listings, and automatically matches each j

Use when real-time speech synthesis is needed with Alibaba Cloud Model Studio Qwen TTS Realtime models. Use when low-latency interactive speech is required, including instruction-controlled realtime s

API reference for CoinMarketCap market-wide endpoints including global metrics, fear/greed, indices, trending topics, and charts. Use this skill whenever the user mentions market API, asks about fear/

Track daily expenses in structured markdown files organized by month. Use when the user wants to log spending, view expense summaries, analyze spending patterns, or manage personal finance tracking. S

Free landing page roast from Rick, the AI CEO. Paste a URL and get a brutally honest, commercially sharp teardown of your headline, CTA, trust signals, mobile experience, and overall conversion potent

Generate secure random strings, passwords, and cryptographic tokens using OpenSSL. Use when creating passwords, API keys, secrets, or any secure random data.

Fetch MethodAlgo crypto market intelligence with methodalgo-cli. Use when: checking crypto news, trading signals, token unlocks, ETF flows, chart snapshots, economic calendar events, macro data, BTC/E

Create, review, repair, or route OpenClaw cron jobs and other scheduled agent actions with safe defaults and explicit delivery/session routing. Use when the user asks in natural language for reminders

Build and manage Spotify playlists from natural language requests. Search tracks/artists/albums, create playlists, manage tracks, view listening history. Use when the user asks to create a playlist, f

Use when users need command-line operations on Alibaba Cloud resources (list/query/create/update/delete), credential/profile setup, region/endpoint selection, or API discovery from CLI.

Use when creating radiology educational quizzes, preparing board exam questions, or studying medical imaging cases. Generates interactive quizzes with X-ray, CT, MRI, and ultrasound images for medical

Build a complete OpenClaw agent package for a real profession or job role. Use when the user asks for things like "create a product manager agent", "make me a lawyer agent", "generate an engineer pers

Intelligent task management using workspace markdown files. Natural language CRUD via chat, context-aware reminders, priority briefings, and weekly reviews. Use when: user mentions tasks, deadlines, t

Complete SEO + GEO (Generative Engine Optimization) system for SaaS companies wanting to rank on both Google and AI search engines (ChatGPT, Perplexity, Gemini, Claude). Use this skill whenever the us

Diet recording skill. Log meals via text description or food photo upload, auto-recognize food items and estimate nutrition/calories. Activate when user sends a food photo, describes what they ate, as

select a single aeo blog keyword in question format from a business topic, with architecture-first sitemap-plus-page-intent checks to avoid cannibalization, using semrush as a validation layer for den

事故复盘 / Incident Fupan — structured root cause analysis for production failures, outages, bugs, and near-misses. Use when: (1) 事故复盘 or incident review is needed, (2) a production incident just happened

Use when managing Alibaba Cloud Intelligent Cloud Editing (ICE) media workflows via OpenAPI/SDK, including media processing jobs, template/workflow orchestration, editing and production pipelines, and

Plan the next high-level navigation step for a robot from a user navigation instruction, one current image, and a sequence of historical images. Use when the task is vision-language navigation, closed

Fetch Telegram chat message history via MTProto user API (Telethon). Use when needing to read old messages from any Telegram chat, group, or forum topic that the bot API can't access. Supports fetchin

Use when the user wants to download a paper PDF from a DOI (or title, resolved to a DOI first). Tries Unpaywall, arXiv, bioRxiv/medRxiv, PubMed Central, Semantic Scholar, and Sci-Hub mirrors as a last

Bulk download TikTok videos from a text file of URLs using yt-dlp. Use when a user asks to download many TikTok videos at once, process a URL list file, or save TikTok videos to a specific folder from