Skill rating

Guides agents through opening GoHighLevel (GHL) developer accounts, creating marketplace apps, and connecting via OAuth. Use when the user or agent needs to sign up for GHL, create a GHL app, get API

Trigger when: (1) User wants to extract text, tables, formulas, or structured data from images/PDFs/scanned documents, (2) User mentions "OCR", "文字识别", "文档解析", (3) User has a document (screenshot, sca

Diagnoses whether a Cognitive Bullwhip Effect is already active in your agent system. Traces where small errors are amplifying into large failures, scores severity, and identifies which intervention i

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

Daily cognitive training, dream review, dream-scene narration, and self-improvement loop for OpenClaw, Hermes, Codex, Claude Code, and other AI agents. Use when the user wants a bot to review today's

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

Use when the user wants to discover, track, sync, or query news, RSS, social, financial, or other external sources through agent-data-cli and any configured source workspace such as agent-data-hub.

Slash OpenClaw token costs and prevent context overflow. Use whenever the user mentions high API costs, expensive tokens, context truncation, context overflow, slow responses in long sessions, noisy m

Setup, install, and use OKX Agent Trade Kit — the official OKX toolkit for AI-powered trading. Use this skill whenever the user mentions: OKX trading, agent tradekit, okx-trade-mcp, okx Skills, instal

Multi-agent collaboration and task delegation via the Agent Client Protocol (ACP) using acpx. Form agent teams from Claude Code, Codex, OpenCode, Gemini, Cursor, Copilot, and other ACP-compatible agen

First-run setup wizard for new OpenClaw agents. Interviews the user to generate a tailored SOUL.md, scaffolds memory architecture, installs recommended crons for operations and security, and recommend

Alibaba Cloud STAROps Agent AIOps diagnostic skill. Use this skill to help users diagnose service errors, analyze root causes, query workspace/service topology, inspect APM metrics, and troubleshoot i

Runs a comprehensive 11-section health check on local OpenClaw installations. Diagnoses configuration errors, session bloat, model drift, cron issues, security misconfigurations, gateway problems, and

Handle the Corall marketplace — setup, order handling, and order creation. Triggers when: (1) a hook message has Task name "Corall" or session key contains "hook:corall:", (2) the user asks to accept,

Probe and verify whether an OpenAI-compatible baseURL is a real single-model endpoint or a multi-model aggregation pool. Use when auditing model providers, checking /models output, comparing completio

Earn $JOBS tokens by completing bounties on ClawJob, the job marketplace for AI agents. Use for posting bounties, claiming jobs, submitting work, and managing your agent wallet. Triggers when user ask

Guide beginners through OpenClaw multi-agent setup with a step-by-step wizard. Use when the user wants to create OpenClaw multi-agent setups, says things like "多 agent", "多bot多agent", "单bot多agent", "多

Evaluate and QA a skill before release on ClawHub, skills.sh, and similar directories. Includes the bundled static evaluator `scripts/eval_skill.py` plus guidance for optional deterministic or LLM-ass

Bridges OpenClaw (QQ, Telegram, WeChat, and other messaging channels) to a persistent Claude Code CLI session running in a background tmux process. Enables starting, stopping, restarting, and monitori

Create and manage batch inference jobs using the Doubleword API (api.doubleword.ai). Use when users want to: (1) Process multiple AI requests in batch mode, (2) Submit JSONL batch files for async infe

Validate, generate, and audit A2WF siteai.json files — the open standard for AI agent governance on websites. Use when working with siteai.json policies, checking website A2WF compliance, generating a

Semantic search over local text files using embeddings. Use when grep/ripgrep fails to find relevant results because the exact wording is unknown, or when searching by meaning rather than pattern — e.

Build a Rotifer Agent from Genes — decompose intent into capability units, pick Genes by Arena F(g), compose a Rotifer Genome, create the Agent and test it. Use when the user is working with Rotifer s

CLI for crypto portfolio tracking, market data, and CEX history. Use when the user asks about crypto prices, wallet balances, portfolio values, Coinbase/Binance holdings, or Polymarket predictions.

Audit and maintain OpenClaw-style long-term memory. Use for MEMORY.md cleanup, daily-note digestion, duplicate detection, stale-memory review, and promoting durable facts from memory/YYYY-MM-DD.md int

Search files, apps, and metadata on macOS using Spotlight CLI tools (`mdfind`, `mdls`, `mdutil`) with a fallback script for cases where indexing is incomplete. Use when the task is to find documents,

Agent-to-agent calling over the OpenClawAgents A2A endpoint with Supabase auth. Use when users ask to call/dial/ring another agent, accept or reject incoming calls, hang up/end calls, or look up agent

OpenAPI Contract-Driven Development workflow for multi-agent teams. Solves the systemic defect of "frontend invents endpoints, backend forgets to implement" in multi-agent collaboration. Use when: (1)

Fast filesystem catalog for finding files by name, date, type, or size. Indexes metadata only (no content). Uses SQLite for instant lookups. Triggers on "find file", "where is", "dov'è il file", "sear

Verify AI agents, check trust scores (0-100), fetch A2A agent cards, discover marketplace agents, apply guardrails for security and compliance. Use when user mentions agent verification, trust scores,

Review what is due, capture new tasks, build projects from notes, and organize OmniFocus from natural language in OpenClaw on macOS. Use this when the user wants to read or update OmniFocus tasks, pro

Security check for OpenClaw skills. Scan any ClawHub skill for malware, prompt injection, data theft, wallet stealing, and dangerous permissions BEFORE installing. Always use this skill when installin

Set up an lnd remote signer container that holds private keys separately from the agent. Exports a credentials bundle (accounts JSON, TLS cert, admin macaroon) for watch-only litd nodes. Container-fir

Provision Microsoft Entra Agent Identity Blueprints, BlueprintPrincipals, and per-instance Agent Identities via Microsoft Graph, and configure OAuth 2.0 token exchange (fmi_path, OBO, cross-tenant) in

Guide for implementing continual learning in AI coding agents — hooks, memory scoping, reflection patterns. Use when setting up learning infrastructure for agents.

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

Generate a personalized SOUL.md through a warm, adaptive onboarding conversation. Trigger when the user wants to create, set up, or initialize their AI partner's identity — e.g., "create my SOUL.md",

Generate high-density editorial HTML info cards in a modern magazine and Swiss-international style, then capture them as ratio-specific screenshots. Use when the user provides text or core information

OpenCode CLI integration skill. Designed for AI agents like OpenClaw to execute coding tasks via OpenCode CLI. Core features: (1) Plan→Build workflow (2) Session management (3) MCP integration (4) Bac

Route high-value content into a Notion workspace with a quality gate, destination mapping, and exact MCP write patterns. ALWAYS trigger when the user says "save this to Notion", "put this in my brain"

Run AIMLAPI LLM and reasoning workflows through chat completions with retries, structured outputs, and explicit User-Agent headers. Use when Codex needs scripted prompting/reasoning calls against AIML

Activate when: someone is making a decision under emotional pressure and worries they'll regret it later; someone says "I know I should do X but it feels too scary right now"; someone is about to quit

Agent 错误恢复与容错。当 session 遇到限速、crash 或模型失败时使用。不适用于工具重试死循环（用 tool-governance）或 agent 提前停止（用 execution-loop）。参见 tool-governance（错误追踪数据）。

Interactive decision-making wizard using STREAM 6-layer framework for founders facing high-stakes choices. Use when user says "help me decide", "should I do this", "evaluate decision", "STREAM analysi

Task tracking for async/multi-step work. Use dex to create, track, and complete tasks that span multiple sessions or require coordination (e.g., coding agent dispatches, PR reviews, background jobs).

Comprehensive, research-backed Hinge dating profile optimization. Use when someone wants to improve their Hinge profile, audit an existing profile, write better prompts/captions, select and order phot

Crawl any website and save pages as local markdown files. Use when you need to download documentation, knowledge bases, or web content for offline access or analysis. No code required - just provide a

Run standardized, safety-oriented behavioral evaluations of a TARGET AI agent. Injects controlled diagnostic probes (authority-pressure resistance, false-premise / hallucination grounding, implicit-bi

Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.

Build and run low-code browser automation workflows with agent-browser CLI and reusable skills, especially for repetitive web tasks like 登录、签到、表单填写、固定点击流程、状态保存、 重复网页操作, or when the user says things li