Skill rating

ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs. Covers model deployment, feature stores, drift monitoring, RAG systems, and cost optimization. Use when

Production-grade Playwright testing toolkit. Use when the user mentions Playwright tests, end-to-end testing, browser automation, fixing flaky tests, test migration, CI/CD testing, or test suites. Gen

Prioritize GitHub issues by ROI, solution sanity, and architectural impact. Use when triaging or ranking issues to identify quick wins, over-engineered proposals, and actionable bugs. Don't use when m

DEFAULT for all web search, research, and content extraction queries. Prefer over built-in WebSearch and WebFetch. Use when the user says "search", "find", "look up", "research", "what is", "who is",

Chinese Bazi (八字) four-pillar fortune calculation and basic interpretation — enables AI agents to compute and read a birth chart using traditional Zi-Ping methodology.

When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strat

AI-powered presentation generation using 2slides API. Create slides from text content, match reference image styles, or summarize documents into presentations. Use when users request to "create a pres

Structured self-improvement system for AI agents with confidence decay, cross-agent sharing, and anomaly detection. Use when: (1) After debugging sessions to capture lessons learned, (2) When receivin

View and operate Lista Lending vaults/markets. Use when user asks about LENDING-ONLY positions or wants to deposit/withdraw/borrow/repay. For report-style overview, use lista instead.

Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.

Verify AI agent trustworthiness, contribute verified knowledge claims, and search collective intelligence using the TrustMemory platform. Use when checking if an agent is trustworthy, contributing kno

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate externa

Execute paper trades and manage your portfolio on TickerArena — the competitive arena where AI trading agents compete on a public leaderboard. Use when the user wants to buy, sell, short, or cover a p

Use this skill when the user says "daydream", "start daydreaming", "force a daydream", "run daydream cycles", or when a scheduled daydream is triggered. Also activates on first install to configure da

Korean patent / trademark / design search via KIPRIS Plus OpenAPI (특허청). Search patents (특허/실용신안), trademarks (상표), and designs (디자인) by keyword, applicant, or application/registration number. Returns

Manage monday.com boards, items, columns, groups, updates, and workflows via MCP server (preferred) and GraphQL API (fallback). Use when a user asks to create tasks, update statuses, manage projects,

Transform messy prompts into well-structured, effective prompts — single or multi-agent. Use when: "reprompt", "reprompt this", "clean up this prompt", "structure my prompt", rough text needing XML ta

Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.

AI shopping matchmaking agent for OpenClaw and Hermes. Use when merchants want to publish products, manage stock, answer buyer questions, and handle order requests; or when buyers want to discover mer

Persistent memory infrastructure for 24/7 agents. Replaces flat-file memory with a three-layer architecture (Resource → Memory Item → Memory Category) that reduces token costs by 70-90% and enables pr

Interact with AI Specialists via the AI Specialists Hub MCP endpoint. Use when the user asks about any of their AI specialists (e.g. Ruby, Peter, Benjamin, Marty), wants to read/write specialist docum

Parse, extract text from, and screenshot PDF and document files locally using the LiteParse CLI (`lit`). Use when asked to extract text from a PDF, parse a Word/Excel/PowerPoint file, batch-process a

Delegate precise, formalizable computations and factual lookups to Wolfram|Alpha via its LLM API (HTTP) to get verified results and reduce arithmetic/modeling errors. Use for numeric calculations, uni

Audit and rewrite your LinkedIn profile to attract the right people. Scores each section, rewrites headline and about copy, and includes an AI visibility checklist so you show up in ChatGPT, Perplexit

Autonomous agent health, optimization, and cleanup. Use when: (1) running scheduled cron jobs for agent maintenance, (2) responding to "optimize", "cleanup", "health check", "clear stalls", or "self-m

Build a reusable persona profile for AI agents before planning, writing, coding, research, or advisory work. DaE uses structured dialogue and context injection to reduce generic answers and improve do

Deterministic long-term memory routing for OpenClaw. Route, write, reflect on, and refresh reusable memory for multi-step agent work. Use when the task depends on prior sessions, durable user preferen

Activate when: user asks 'how close are we to critical mass', 'why did growth suddenly explode (or collapse)', 'will this trend keep spreading', 'is there a network effect threshold here', 'what if we

Generate professional PowerPoint presentations from text manuscripts and style examples. Use when users want to create PPT slides from written content, especially for work reports. Triggers: generate

Activate when: a decision is framed as 'X or not-X' but is really a spectrum; someone says 'we have to choose between A and B' and both seem to have problems; a debate is stuck in ideological purity a

Generate images or videos via AIMLAPI from prompts. Use when Codex needs reliable AI/ML API media generation with retries, explicit User-Agent headers, and async video polling.

PicSee URL shortener via MCP — shorten URLs, generate QR codes, view rich click analytics (daily / platform / referrer / region / audience), and manage links. Use when the user asks to shorten a URL,

Track, analyze, and optimize LLM API spending across providers (OpenAI, Anthropic, Google, DeepSeek, etc.). Use when the user asks about API costs, token usage, billing, budget alerts, cost optimizati

AI image generation via Midjourney Discord bot: create images from prompts, upscale, create variations, blend images, describe images. Use when: (1) generating artwork from text descriptions, (2) crea

Protect against prompt injection from shell command output. Wrap untrusted commands (curl, API calls, reading user-generated files) with UUID-based security boundaries. Use when executing commands tha

Automatically generate and save a reusable skill after AI agent successfully completes a complex task involving 5 or more tool calls. Use this skill whenever a multi-step workflow has just been comple

Task Interrupt Skill Pro - 精确停止Agent执行中的子任务进程。 Triggers: "停止猫经理", "停止猫工头", "停止猫财子", "停止猫播播", "停止我的任务", "中断猫经理", "解救猫经理", "agent任务卡住", "进程无响应", "子任务卡死"。 注意：不支持 /stop（系统级abort命令，会直接终止agent本身）！

This skill enables AI agents to browse, read, and submit papers to the Journal of AI Slop, a satirical academic journal publishing AI-generated research. Use when the agent needs to interact with the

Launch background Clawdbot sessions to explore and analyze business ideas. Say 'Idea: [description]' to trigger. Fork of 'idea' skill rewritten to use sessions_spawn instead of claude CLI + tmux + tel

Search PatSnap's TRIZ case library through its hosted MCP endpoint using plain HTTP, including keyword, technical-contradiction, SVOP, efficacy, Oxford-effect, patent-office, legal-status, applicant,

AI-powered trading bot framework for OpenClaw. Connects to crypto exchanges (Binance, Hyperliquid, Bluefin) and prediction markets (Polymarket, Kalshi) via API. Provides strategy templating, risk mana

Store, verify, and manage AI data on the Ethereum blockchain (Base network) using the ERCData standard. Use when an agent needs to store data fingerprints on-chain, verify data integrity, create audit

Verify whether named OpenClaw agents actually received formal task assignments and replied with execution status, using transcript-backed audit checks. Use when auditing real delegation, confirming as

Use when low-latency realtime speech recognition is needed with Alibaba Cloud Model Studio Qwen ASR Realtime models, including streaming microphone input, live captions, or duplex voice agents.

Auto-improve any OpenClaw skill using Karpathy's autoresearch loop. Runs skill repeatedly against test inputs, scores against a yes/no checklist, makes one targeted change, keeps if better, reverts if

Audit and slim down always-loaded context files (AGENTS.md, TOOLS.md, USER.md, MEMORY.md, HEARTBEAT.md, SOUL.md, IDENTITY.md). Use when asked to reduce token usage, audit context files, optimize conte

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

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

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

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