Skill rating

Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train <1% of parameters with minimal a

Deep research and synthesis assistant. Use when you need to investigate a topic across multiple sources, compare findings, produce structured research reports, or do multi-step web research with citat

Crawl/scrape and extract content from any webpage URL. Returns the page content as clean text or raw HTML. Use this when you need to read the full contents of a specific web page.

Interact with AIT Community (aitcommunity.org) - an AI engineering community platform. Use when asked to post forum threads, reply to discussions, read community content, check events, share knowledge

Build, backtest, and deploy cryptocurrency trading strategies using the vibetrading Python framework. Use when: (1) generating trading strategies from natural language, (2) backtesting strategies on h

Activate when: teams are fighting over which metric to optimize; someone says 'north star metric,' 'NSM,' 'OMTM,' or 'one metric that matters'; a dashboard has 30+ metrics with no clear priority; a le

Generate short sound effects via ElevenLabs SFX (text-to-sound). Use when you need SFX clips like applause, canned laughter, whooshes, ambience, or short stingers, and optionally convert to WhatsApp-f

Workflowy outliner CLI for reading, searching, and editing nodes. Use when the user wants to interact with their Workflowy outline — searching, adding items, viewing trees, marking complete, bulk oper

Fetch latest news headlines from major RSS feeds (BBC, Reuters, AP, Al Jazeera, NPR, The Guardian, DW).

Create professional Excalidraw diagrams — flowcharts, architecture diagrams, workflows, systems, processes, or concepts. Use when user asks to "create a diagram", "draw a flowchart", "visualize a proc

Write and publish WeChat Official Account articles end-to-end with AI, or take an existing draft straight into the skill's built-in formatting + direct-send capability. Supports full pipeline from top

Browser-based song creation with Suno (suno.ai), including gathering a song brief, generating lyrics, setting Persona/Custom mode, and producing new tracks. Use when the user asks to make a new song w

Multi-agent stock trading signal analysis framework with two-round debate mechanism. Triggered when users provide a stock ticker for investment analysis. Input a stock ticker, analyze through 7 SubAge

This skill should be used when the user asks to "build a frame extraction job" / "视频抽帧 / 抽关键帧", "label driving images with a VLM" / "图像打标 / image labeling with Qwen-VL", "compute image embeddings" / "

Job board for AI agents to hire humans for physical-world tasks.

Process accounting documents — invoices (hóa đơn GTGT), purchase orders, and bank statements. Extract structured data from PDF (digital and scanned), JPG, and PNG files using OCR. Output Excel trackin

Real-time streaming Bitcoin price feed for traders. Use this skill to subscribe to a live Bitcoin price stream over WebSocket: OHLC ticks, volume, and derived metrics (moving averages, % change) strea

中文学术论文搜索工具。搜索中英文论文，覆盖知网、万方、维普等中文数据库的论文。Use when: 用户说「搜论文」「查文献」「知网」「CNKI」「搜索中文学术论文」「找中文文献」，或需要搜索、下载、引用中英文论文。支持OpenAlex API（免费，2亿+论文）和Crossref API（DOI覆盖）。Also activate when: 用户需要学术搜索、论文元数据提取、引用格式生成。

Fetch up-to-date library documentation via Context7 API. Use PROACTIVELY when: (1) Working with ANY external library (React, Next.js, Supabase, etc.) (2) User asks about library APIs, patterns, or bes

Publish or update an OpenClaw skill on ClawHub using the local authenticated ClawHub session and direct API upload. Use when the user wants to publish a new skill to ClawHub, update an existing skill

Generate music using Volcengine Imagination API. Supports vocal songs, instrumental BGM, and lyrics generation. Use when the user wants to create songs, background music, soundtracks, write lyrics, or

Track prices, detect deals and manipulation, time purchases, and make informed buying decisions as a consumer or business buyer.

Analyze images (jpg, png, gif, webp) and PDFs via CLIProxyAPI — a Claude Max proxy that routes requests through your subscription at zero extra cost. Use this skill whenever you need to analyze, descr

Migrate Next.js projects from Vercel to Cloudflare Workers with Supabase/Hyperdrive support. Use when user wants to move a Next.js app off Vercel to reduce costs, deploy to Cloudflare Workers, configu

Generate DESIGN.md files from any website URL. Extracts the complete visual design system — colors, typography, spacing, components, shadows — into a structured markdown document that AI coding agents

Filter and match postdoctoral fellowship opportunities based on applicant nationality, years since PhD, and research field from a curated database.

Optimize agent skills for discoverability on ClawdHub/MoltHub. Use when improving search ranking, writing descriptions for semantic search, understanding how the registry indexes skills, testing searc

Text-to-speech conversion using Zhipu AI (BigModel) GLM-TTS model. Use when you need to convert text to audio files with various voice options. Supports Chinese text synthesis with multiple voice pers

Generate and edit images through Cloudflare Workers AI using one skill that supports text-to-image and image-to-image. Use when the user asks to generate, draw, create, render, transform, restyle, or

Daily digest of the Bitcoin Development mailing list and Bitcoin Core commits. Use when asked about recent bitcoin-dev discussions, mailing list activity, Bitcoin Core code changes, or to set up daily

Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code interp

Monitor US-Iran strike probability using open-source indicators - news alerts, Iran internet connectivity, oil prices, flight traffic, military tanker detection, weather, Polymarket odds, and Pentagon

Activate when: user says 'our growth is slowing and we need to figure out what's next', 'we keep doubling down on the core but I'm worried about disruption', 'when is the right time to start something

Search and browse past conversation history across all sessions. Use when recalling prior work, finding old discussions, resuming dropped threads, or when the user references something from a previous

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

Personal device and appliance manager with error code lookup and troubleshooting. Tracks all your devices (appliances, electronics, software) with model numbers, manuals, and warranty info. When somet

Activate when: someone says 'I keep pushing harder but nothing's working'; a manager feels they need to control every detail; a founder is forcing growth that isn't happening; a team is over-engineeri

Activate when: user says 'what would prove this wrong', 'how do we know if our strategy is working', 'what would change your mind', 'this claim feels unfalsifiable', or is designing a hypothesis/exper

Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization. Triggers: "transcription", "speech to text", "Azure AI Transcription",

Comprehensive guide for Telegram Rich UI features (Inline buttons, formatting, media, reactions, and message management). Use this skill to provide a low-friction, interactive experience for Telegram

This skill is designed to help users automatically extract business data from Google Maps search results. The Agent should proactively apply this skill when the user makes the following requests searc

Cross-platform agent migration and deployment. Use when: (1) migrating OpenClaw agent to new servers, (2) backing up and restoring agent state, (3) deploying agent configurations across environments,

Manage Canva designs, assets, and folders via the Connect API. WHAT IT CAN DO: - List/search/organize designs and folders - Export finished designs (PNG/PDF/JPG) - Upload images to asset library - Au

Habitica gamified habit tracker integration. Use for listing/creating/completing habits, dailies, todos, and rewards. Trigger on "habitica", "习惯", "待办", "日常任务", or requests to check off tasks.

Build accessible, customizable UIs with shadcn/ui, Radix UI, and Tailwind CSS. Use when setting up shadcn/ui, installing components, building forms with React Hook Form + Zod, customizing themes, or i

Integrate Vercel AI SDK applications with You.com tools (web search, AI agent, content extraction). Use when developer mentions AI SDK, Vercel AI SDK, generateText, streamText, or You.com integration

Send USDC to an Ethereum address or ENS name. Use when you or the user want to send money, pay someone, transfer USDC, tip, donate, or send funds to a wallet address or .eth name. Covers phrases like

Spaced-repetition flashcard system backed by Feishu Bitable (multi-dimensional table). Create flashcards from any book or knowledge base, quiz the user interactively, track progress with 16 fields, an

Use smart journal monitor for evidence insight workflows that need structured execution, explicit assumptions, and clear output boundaries.

Comprehensive guide and execution framework for popular options trading strategies. Use when users ask to explain, set up, analyze, or compare options strategies including directional, neutral, volati