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

Shape Up methodology for product and feature development. Use when collaboratively shaping a solution — iterating on problem definition (requirements) and solution options (shapes), breadboarding syst

Activate when: our KPI is going up but the real outcome isn't improving; people seem to be gaming the metric; we're about to tie bonuses or promotions to a number; an algorithm is producing results no

Activate when: user asks why a team keeps doing the wrong thing despite training; user is designing compensation, bonuses, or commissions; user says 'people are gaming the metric' or 'our OKRs aren't

Proactively discovers, ranks, and installs high-value ClawHub skills by mining unresolved user needs and agent context. Use when new tasks are unsolved, when capability gaps appear, when users ask for

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state manag

Search and discover job positions using OpenJobs AI. Find jobs by title, company, location, seniority, industry, and more with structured filters.

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

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

Use this skill whenever a user wants to get, pull, grab, fetch, or look up public data from social media platforms — profiles, posts, videos, comments, followers, engagement stats, transcripts, trendi

Translate videos into a specified target language using the Keevx API. Supports audio-only translation, subtitle generation, and dynamic duration adjustment. Use this skill when the user needs to (1)

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

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

Convert Markdown to WeChat Official Account HTML. Use this whenever the user wants WeChat article formatting, article preview, WeChat draft upload, image generation for articles, cover or infographic

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

Execute trades and retrieve account data via the SnapTrade API using the snaptrade-python-sdk. Use this skill whenever OpenClaw needs to place a buy or sell order, check account balances, get current

Optimize posts for X's (Twitter's) For You feed algorithm, based on X's open-sourced ranking code. Use when the user wants to write, draft, review, or improve a post/tweet/thread for reach, engagement

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

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

Search, download, convert, organize, and audit academic literature collections. Use when asked to find papers, build a literature library, add papers to references, download PDFs, convert papers to ma

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

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

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",

Use when users ask to generate Java code from database tables with EasyCode-style templates, including parsing db config, remembering last-used generation settings, resolving output paths from base pa

Use the Memberstack CLI to manage Memberstack accounts from the terminal. Covers authentication, apps, members, plans, custom fields, data tables, and records. Trigger this skill whenever the user wan

Activate when: user asks about starting early vs. later for savings/investing, wonders if small consistent gains add up, wants to know how long to double money, is evaluating long-term wealth or skill

Public opinion monitoring and structured report generation. Collects publicly available web information about celebrities, TV shows, or brands, performs sentiment analysis, and generates responsive HT

Ebbinghaus forgetting curve memory lifecycle manager for AI agents. Automatically calculates memory strength decay, supports review reinforcement, archiving, and deletion. Use when managing agent memo

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.

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

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

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

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

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.

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

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。

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

Create and manage isolated Docker workspaces on your tailnet with Claude Code and OpenCode pre-installed. Use when working with Perry workspaces, connecting to coding agents, or managing remote develo

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

Run a local script to work with PDF files, DOCX documents, OCR, and text-to-speech. Use the read tool to load this SKILL.md, then exec the uv run command inside it. Do NOT use sessions_spawn. Triggers

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

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

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

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

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

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

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

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

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