Skill rating

Travel planning, itinerary construction, reservation management, lodging search, and flight search. Parallel lodging search across Expedia, Marriott Bonvoy, Marriott AI, Google Hotels, 1Stay, and Hote

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

Use for Six Thinking Hats or de Bono's parallel thinking, or when a decision or idea needs facts, gut feel, risks, benefits and new options kept apart: "look at this from all sides", "full perspective

Build a persistent semantic vector index over a Python codebase and search it with natural language. Use when an agent needs to find relevant classes, functions, or modules by meaning rather than exac

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

Manage a team of AI sub-agents organized into departments. Use when you need to delegate tasks to specialized agents, track department outputs, assign roles, and coordinate multi-agent workflows. Esse

Write compelling technical articles and blog posts for developer audiences. Use this skill whenever the user asks to write a blog post, technical article, or any long-form technical content. Also trig

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

Look up wallet address <> Twitter/Farcaster identity mappings via Bluepages.fyi. Use when asked who owns a wallet, finding addresses for a Twitter/Farcaster handle, looking up 0x addresses, or any wal

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

Convert recipe text (pasted text, video transcript, image description, or any raw content) into a .paprikarecipes file that can be imported directly into the Paprika Recipe Manager app. Use when the u

Troubleshoot Golang programs systematically - find and fix the root cause. Use when encountering bugs, crashes, deadlocks, or unexpected behavior in Go code. Covers debugging methodology, common Go pi

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

Analyze home energy usage and propose safe, read-only automation plans for savings. Use when a user wants Home Assistant energy insights, optimization ideas, or draft automation YAML without directly

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

Use when generating human-like speech audio with Model Studio DashScope Qwen TTS models (qwen3-tts-flash, qwen3-tts-instruct-flash). Use when converting text to speech, producing voice lines for short

Local speech-to-text with NVIDIA Parakeet TDT 0.6B v3 (ONNX on CPU). 30x faster than Whisper, 25 languages, auto-detection, OpenAI-compatible API. Use when transcribing audio files, converting speech

Token-efficient Claude Code workflow. Other skills burn tokens polling tmux every 30s — this one uses completion callbacks and only checks when notified. Observable tmux sessions, smart dispatch rule

Book smog check appointments through Lokuli MCP. Use when user needs a smog check, emissions test, or vehicle inspection. Triggers on requests like "I need a smog check", "book smog test", "emissions

Agent performance scoring system for OpenClaw agents. 7 dimensions scored 0-10, crab-themed tiers, evidence-based, with trajectory tracking. Use at session end or when asked to self-evaluate, grade, c

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

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

Generate a consolidated daily briefing with weather, calendar events, tasks, news, and market data. Use when the user asks for a morning briefing, daily update, daily digest, agenda summary, "what's h

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.

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

Generate identity-consistent selfies, group photos, and other SFW images for OpenClaw characters via the tuqu.ai API. Use when creating character portraits, selfies (自拍), photo shoots (写真), group shot

Use when managing Alibaba Cloud Backup and Disaster Recovery Center (BDRC) via OpenAPI/SDK, including the user needs backup/disaster-recovery resource operations, including inventory, policy/configura

Generate AI images for mature creative projects using Wan 2.6, Seedream, and other models with relaxed content policies via Atlas Cloud API. Designed for adult (18+) artistic and professional use case

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

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

Run ComfyUI workflows from any AI agent (Claude Code, OpenClaw, Codex) via a single CLI. Import workflows, manage dependencies, execute across multiple servers, and track history — all through shell c

Design, analyze, optimize and evolve database schemas. Use when the user asks to design schemas from scratch, choose between SQL and NoSQL engines, analyze or fix an existing schema (normalization, na

Compress and accelerate vector search in memory/RAG systems using TurboQuant (ICLR 2026) — near-optimal vector quantization with 5-8x compression and 98%+ search accuracy. Uses blockwise Hadamard rota

This skill should be used when the user needs to fetch AI model pricing data from multiple API platforms, calculate model ratios, completion ratios, and group ratios based on a unified pricing formula

Use when managing Alibaba Cloud TongyiTranslate (AnyTrans) via OpenAPI/SDK, including the user needs translation service resource operations in Alibaba Cloud, including list/create/update actions, tas

Design system architecture, evaluate patterns, and produce architecture artifacts. Use when designing a new system or reviewing an existing one, choosing between monolith and microservices, selecting

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.

Create chapters, highlights, and show notes from podcast audio or transcripts. Use when a user wants chapter markers, highlight clips, or show-note drafts without publishing or distribution actions.

Search academic papers and conduct literature reviews using the OpenAlex API, personalized for dynamic functional brain networks, rs-fMRI/fMRI neuroimaging, graph neural networks, spatiotemporal atten

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

Manage elizaOS Cloud - deploy AI agents, chat completions, image/video generation, voice cloning, knowledge base, containers, and marketplace. Use when interacting with elizaOS Cloud, elizacloud.ai, d

Zero-cost OpenRouter responder that auto-discovers the best currently free model, retries on failures, and returns clean answers fast. Use this when a user asks to query OpenRouter, wants lowest-cost/

Graph database toolkit for Neo4j and Cypher-based graph analytics. Use when working with knowledge graphs, relationship queries, graph traversal, Neo4j operations, social network analysis, recommendat

send images and files to a wechat conversation through openclaw's wechat channel. use when the user asks to send a local image, send a screenshot, send a downloaded file, or send any media/file back t

Auto-detect hardware (GPU VRAM, system RAM, CPU), recommend optimal local models from Ollama registry, configure Ollama with tuned parameters, and set up hybrid cloud/local routing in OpenClaw. Suppor

Use when managing Alibaba Cloud Content Moderation (Green) via OpenAPI/SDK, including the user needs content moderation resource and policy operations, including list/create/update actions, status ins

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

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

Post, read, search, and engage on Farcaster via the Neynar API. Use when an agent needs to: (1) post casts with text, embeds, or in channels, (2) reply to or thread casts, (3) read a user's feed or a