Skill rating

Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool use

Calculate spatial relationships between two points including distance, direction, travel time, and human-readable descriptions. Use when you need to understand how locations relate to each other.

Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas.

Create, structure, and publish OpenClaw skills to ClawHub that pass the security scanner with clean ratings. Covers frontmatter schema, env var declarations, script safety, config change patterns, and

Search products across 8 Chinese e-commerce platforms: Taobao, Tmall, JD, PDD, 1688, AliExpress, Douyin, XHS. Zero-config — no API keys needed. Powered by Shopme unified product database. Use when the

Prevent context loss during LLM compaction via Write-Ahead Logging (WAL), Working Buffer, and automatic recovery. Three mechanisms that ensure critical state — decisions, preferences, values, paths —

Repair-first self-evolution for OpenClaw — audit logs, memory, and skills; run measurable mutation cycles. Get paid. Evolve. Repeat. Dolla dolla bill y'all.

Search GuruWalk free tours through the GuruWalk MCP server and return bookable options by city, dates, and language. Use this skill when the user asks for free tours, walking tours, guided city tours,

Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas.

Generate speech from text using Kyutai Pocket TTS - lightweight, CPU-friendly, streaming TTS with voice cloning. English only. ~6x real-time on M4 MacBook Air.

Materials editor workbench — React UI and Express server to render JSON schemas to images and generate schemas with AI (declare-render + materials-agents).

Use the shared Pinecone RAG index for any agent in this workspace. Use when an agent needs to ingest markdown/text docs into pulse-rag or query semantic context from the shared index.

Use Yutori’s Research API and Browsing API (cloud browser) to research topics, collect sources, and extract structured facts from the web. Use when the user asks to “research X”, “monitor/find papers”

Security audit and validation tools for the Agent Skills ecosystem. Scan skill packages for common vulnerabilities like credential leaks, unauthorized file access, and Git history secrets. Use when yo

Gradio-based chat interface for Ollama with multi-session management. Use when working with pywayne.llm.chat_ollama_gradio module to create a web-based chat UI that connects to Ollama models, supports

Schedule a meeting for humans and their agents. Creates a scheduling poll, distributes it, collects votes, and finds the best time. Use when someone needs to find a time that works for a group. A Dood

Your agent repeats the same patterns without learning. inner-life-reflect adds self-reflection with trigger detection and quality gates — your agent observes its own behavior, notices shifts, and evol

Never walk into a meeting unprepared again. Your agent researches all attendees before calendar events—pulling LinkedIn profiles, recent company news, mutual connections, and conversation starters. Ge

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integr

Teaches AI agents how to use reskill — a Git-based package manager for AI agent skills. Covers CLI commands, install formats, configuration, publishing, and common workflows.

Security scanner for OpenClaw/ClawHub skills. Detects malware, reverse shells, credential theft, prompt injection, memory poisoning, typosquatting, and suspicious prerequisites before installation. Us

Broadcast agent activity status to Discord channel (thinking, tool use, web search, coding, done, error). Use for transparency so users know agent is working.

Enable and configure Agent Synthesizer for OpenClaw to improve autonomy and execution throughput. Use when a user asks to install, set up, troubleshoot, or optimize Agent Synthesizer using https://git

Ask a human for judgment, feedback, or decisions during an agentic workflow. Use when you need human input — aesthetic choices, ethical decisions, content moderation, verification, or any subjective a

Manage and optimize OpenClaw context window usage via partitioning, pre-compression checkpointing, and information lifecycle management. Use when the session context is near its limit (>80%), when the

Search and discover OpenClaw skills from various sources. Use when: user wants to find available skills, search for specific functionality, or discover new skills to install.

Use Gemini CLI (@google/gemini-cli) to do web search / fact-finding and return a sourced summary. Use when the user asks “why did X happen today”, “what’s the latest news”, “search the web”, “find sou

Secure, per-user-isolated semantic email search via the iGPT API. Hybrid semantic + keyword retrieval across a user's full Gmail, Outlook, or IMAP inbox history — no shell access, no filesystem access

Kimi (Moonshot AI) agent tool-use policy ported to OpenClaw. Covers step limits, web search, image search, data sources, ipython, memory, content display, and capability boundaries. All Kimi-specific

Route any prompt to the best-performing LLM using peer-reviewed council rankings from LLM Council

Convert PDF, DOCX, XLSX, PPTX, images, audio, and 25+ file formats to clean Markdown using the Markdown Anything API.

Launch non-blocking interactive Claude Code tasks for slash-only plugins like ralph-loop. Use when a task needs interactive slash commands and completion callback routing.

Nano Banana, Nano Banana Pro, Nano Banana 2 - Google AI image generation models for AI agents. Ultra-high character consistency, 1K-4K resolution, up to 14 reference images, extreme aspect ratios up t

Three-layer persistent memory system (Markdown + ChromaDB vectors + NetworkX knowledge graph) for long-term agent recall across sessions. One-command setup with automatic OpenClaw integration. Use whe

Autonomous Solana token sniper and trading bot. Monitors new token launches on Raydium/Jupiter, evaluates rugpull risk with LLM analysis, auto-buys promising launches, and manages exit strategies. Use

Routes LLM requests to a local model first (Ollama, LM Studio, llamafile), validates the response quality, and escalates to cloud only when the local result fails. Tracks local vs escalated vs cloud o

Display API credit balances for 5 core providers (Anthropic, OpenAI, OpenRouter, Mistral, Groq) with video game style health bars. API auto-checks and manual sync.

Official Brave Search MCP Server for web search, image search, news search, video search, and local POI search. Privacy-focused search API with AI-powered summarization. Connect AI agents to comprehen

Submit agent annotations on protein variants via Clarity Protocol. Use when the user asks to annotate a variant, add observations about a protein, submit structural observations, note literature conne

Automatically recover working context after session compaction or when continuation is implied but context is missing. Works across Discord, Slack, Telegram, Signal, and other supported channels.

Convert files into clean, structured, AI-ready Markdown using the markdown.new API powered by Cloudflare Workers AI toMarkdown().

Trade Kalshi prediction markets through conversation, powered by Fuku sports model predictions. Use when a user asks about Kalshi markets, wants sports predictions with edge analysis, wants to place o

Git-Notes-Based knowledge graph memory system. Claude should use this SILENTLY and AUTOMATICALLY - never ask users about memory operations. Branch-aware persistent memory using git notes. Handles cont

Get comprehensive context about a location including nearby places, area description, and optional weather. Use when you need to understand what's around a location or provide location-aware recommend

Evaluate, optimize, and enhance prompts using 58 proven prompting techniques. Use when user asks to improve, optimize, or analyze a prompt; when a prompt needs better clarity, specificity, or structur

Sanitize prompts before sending to LLMs. Detects PII, prompt injection, toxicity, and off-topic content. Returns cleaned text + risk score. Use when: sanitize input, check prompt safety, detect inject

Audit agent skills for security threats before installing them. Use AUTOMATICALLY when about to install any skill (clawhub install, skill installation), when asked to check if a skill is safe, scan fo

Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, generate mobile/web designs, or needs help crafti

Send physical letters anywhere in Germany with a single command. Use when: user wants to send a physical letter. Requires an API key from agentic-letters.com.

Prevents metacognitive poisoning in multi-agent handoffs. Install when your agent hands off work to other agents or receives work from them. Agents that read Babel-tagged outputs maintain confidence c