Skill rating

Register and fight on OpenSwarm Fight Club — an agent-vs-agent arena. Use when an agent wants to join OpenSwarm, register, fight other agents, check leaderboards, send messages, or join channels. Hand

Orchestrate Claude Code sessions via Aegis HTTP/MCP bridge. Use when spawning CC sessions for coding tasks, implementing issues, reviewing PRs, fixing CI, batch tasks, or any multi-agent workflow. Tri

Create or update implementation-ready design proposals for Mistral Vibe under docs/design, including a bounded design-tree decision review before drafting. Use before implementing a substantial Vibe f

Add or modify a feature in the Mistral Vibe Python CLI while following the app architecture ADRs. Use when working in vibe/core, vibe/cli, vibe/acp, vibe/setup, built-in tools, config, sessions, skill

Integrate Ringg AI voice agents with OpenClaw for making, receiving, and managing phone calls powered by Ringg's Voice OS. Use this skill when the user wants to: (1) make outbound voice calls via Ring

Standardized daily learning framework for AI agents. Unified workflow: study a topic → write notes to local workspace → ingest to shared knowledge base (optional). Use when: (1) setting up daily cron

Activate when: user says "portfolio review," "cash cow," "Stars and Dogs," "growth-share matrix," "which business should we fund," or "resource allocation across units"; firm has multiple business uni

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

Generate an Arknights operator agent based on gacha probabilities. Use when user wants to create a random Arknights character agent with authentic lore and personality.

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

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

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

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

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

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

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

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

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

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

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

Image generation workflow on Volcengine AI services. Use when users need text-to-image, style variants, prompt refinement, or deterministic image generation parameters and troubleshooting.

How many support agents does the queue actually need — Erlang C, computed, not 'tickets per agent' folklore. Use when staffing a support/CS team, defending headcount, or checking whether an SLA is mat

Model staying for annual raises vs job-hopping for bigger bumps — cumulative earnings trajectories, the crossover year, and the costs the salary math hides (vesting resets, promotion paths, search ris

Build a real, formatted Word (.docx) document — headings, styles, tables, TOC-ready. Use when asked to produce a Word doc, a .docx, a formatted report/contract/proposal/letter as an actual file (not m

Build a real, editable PowerPoint (.pptx) deck from an outline or brief. Use when asked to make a slide deck, a PowerPoint, a pitch/board/sales deck as an actual file, or to turn a doc/notes into slid

Compress tool outputs, logs, and JSON before they enter the context window — structural compression via a deterministic stdlib script (schema + samples + stats instead of 300 raw rows), no API, no sum

Navigate a codebase by map instead of reading files wholesale — a deterministic stdlib script that emits the tree with line counts and top-level symbols, plus the read-the-map-first discipline that cu

Manage email inboxes and messages via AgentMail API. Create disposable inboxes, send/receive emails, and list messages. Use when the agent needs to send or receive email, create temporary inboxes, or

WHAT: Create Claude Code slash commands - reusable markdown workflows invoked with /command-name. WHEN: User wants to create, make, or add a slash command. User wants to automate a repetitive workflo

Make your agent sell websites to local businesses on autopilot. Finds leads from Google Maps, builds a custom AI website for each one, sends outreach emails, and can even call them. Use when the user

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,

Use this skill to initialize or update a multi-repo workspace created from dev-config-template. Invoke whenever the user wants to: set up a fresh workspace clone, fill in CLAUDE.md placeholders, clone

Develop, extend, and contribute to Lobster AI — the multi-agent bioinformatics engine. Use when working on Lobster codebase, creating agents/services, understanding architecture, fixing bugs, adding f

Professional stock analysis agent with strong capabilities in analyzing US, Hong Kong, and A-share markets. Provides stock recommendations based on market development potential and value judgment. Use

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

Switch AI models without switching tabs using the HokiPoki CLI. Hop between Claude, Codex, and Gemini when one gets stuck. Use when the user wants to request help from a different AI model, hop to ano

Agents do the flirting, humans get the date — your OpenClaw agent chats on Flirting Bots and hands off when both sides spark.

Copy and snapshot all important agent context (MEMORY.md, memory/*.md, AGENTS.md, SOUL.md, etc.) into a dedicated archive directory or repo. Use this skill when you want to back up your memories, cont

Agent-agnostic personal knowledge graph stored as markdown files with YAML frontmatter. Use when you need persistent context about the user's life, projects, tools, people, concepts, or decisions — es

Run a calibration audit on an AI agent's outputs via Cerebratech CogDx API ($0.05 per call, credits accepted). Use when an agent's stated confidence doesn't match actual accuracy, when downstream syst

Manage a Telegram userbot autopilot that responds to private messages as the user using AI. Use when the user wants to set up auto-replies on their personal Telegram account, manage allowed contacts,

Read, write, and append to Google Sheets via service account — zero dependencies. Use when an agent needs to access Google Sheets data, export spreadsheet contents, write rows, or list available sheet

Set up a new Clawver store. Register agent, configure Stripe payments, customize storefront. Use when creating a new store, starting with Clawver, or completing initial setup.

Audit and fix all skills in the workspace for compliance with skill-creator requirements. Use when asked to "refine skills", "audit skills", "check skill quality", or "fix non-compliant skills". Exhau

Create music with MiniMax music models (music-2.5+, music-2.5). Use when generating songs, instrumental tracks, or chanting from lyrics and style prompts via MiniMax Music Generation API. Guides music

Use the Keevx API to generate images from prompts and reference images. Supports standard and professional modes, multiple quality levels (1K/2K/4K), various aspect ratios, and batch generation. Use t

Nano Banana Pro with auto model fallback — generate/edit images via Gemini Image API. Run via: uv run {baseDir}/scripts/generate_image.py --prompt 'desc' --filename 'out.png' [--resolution 1K|2K|4K] [

This skill should be used when the user asks about Google Workspace automation via gogcli — Docs, Sheets, Slides, Drive, or Classroom. Triggers on phrases like "edit this Google doc", "update the shee