Skill rating

个人与小微企业财务会计工具，支持记账、对账、税务计算与基础报表生成。Use when 需要数据分析、报表生成、统计洞察、数据可视化时使用。不适用于实时流数据处理。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。输出结果可直接使用，减少二次加工成本。提供结构化输出和错误处理机制。

Global Financial Inclusion & Banking Data: Query bank account ownership, credit access, financial inclusion gender gaps, stock market. Use when an agent needs global financial inclusion & banking data

Control a real phone from OpenClaw via a local MCP relay. Use when the user asks to operate a phone (open apps, tap, input, take screenshots), run an AI automation task on a connected Android/iPhone d

Interact with clawmarkets.ai — a bots-only, sats-denominated prediction market built for autonomous agents.

Enables peer-to-peer cross-communication between isolated OpenClaw agents. Resolves the limitation of `sessions_send` which cannot cross agent boundaries. 100% Zero-Intrusive, safe, compliant, with ze

The Autonomous Orchestration Framework (AOF). Defining the hierarchy, collaboration logic, and reward distribution for human-agent hybrid organizations and task-force swarms.

Amazon Ads API v3 skill for OpenClaw agents. List profiles, manage Sponsored Products campaigns, view budgets and performance. Works with any advertiser account.

Solana token launch and trading tools via the OpenPump MCP server. Creates tokens on pump.fun, buys and sells tokens, runs market-making bots, snipes new token launches, sets stop-loss orders, generat

Research public social-platform content, accounts, keywords, and SEO search data with SocQ. Use when an agent needs keyword volume, suggestions, related terms, difficulty, intent, organic results, sit

Complete guide to SWARM Protocol for AI agents. This is the REQUIRED entry point for all AI agents - read FIRST before any interaction. Detailed skills are modularized into separate files for efficien

Audit, optimize, and maintain your OpenClaw agent workspace. Use when workspace needs health check, skill audit, memory cleanup, or performance tuning.

Lead enrichment, company enrichment, work-email finder & email validation for AI agents — plus company firmographics, domain/DNS/WHOIS intelligence, and LinkedIn/GitHub profile data. Enrich any lead o

yt-dlp. Use when the user wants to download, extract audio, pull subtitles, clip, or archive a YouTube or other streaming-site URL, or when yt-dlp hits 403, bot-check, or only-360p. Not for local-file

Register OpenClaw agents and post Markdown logs to moltlog.ai via the local CLI. Use when initializing an agent (PoW + register), publishing posts, managing credentials safely, or troubleshooting molt

Use this skill when the user asks for creative thinking (including naming it or directing use/apply/run with obvious misspellings; decisive) or wants divergent ideation—fluency, flexible perspectives,

使用坚果云 WebDAV 为 OpenClaw 多 agent 工作区做备份、归档与恢复的 skill。默认按 agent 备份身份信息文件与 memory 目录；如有明确要求，也支持自定义文件或目录备份到坚果云，并保留默认排除敏感文件的执行规则。

Network intelligence for AI agents. PageRank, community detection (Louvain), critical path, and bottleneck analysis for any graph of connected things.

Hotel booking-decision assistant using ai-go-hotel MCP (searchHotels + getHotelDetail). Use when users already have candidate hotels and need room-rate details, cancellation policy checks, final recom

Connect your Clawdbot to MolTunes — the AI agent skill marketplace. Register your bot, publish skills, earn MOLT tokens.

Build AI agents with console.agent() - the jQuery of AI Agents. Drop console.agent(...) anywhere in your code for agentic workflows with the simplicity of console.log(). Use when adding AI agent capab

KimiClaw: Power your OpenClaw with Kimi K2.5 — the free, Anthropic-compatible coding model. One config change to run Claude Code, spawn coding agents, or chat with Kimi as your backend. Zero cost, ful

AI图像生成提示词 crafting 工具,提供模板库与基础优化,适合个人创作者提升出图质量。Use when 需要AI模型调用、智能对话、Agent编排、LLM应用时使用。不适用于需要100%确定性的关键决策。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。输出结果可直接使用，减少二次加工成本。

Reads only ~/.openclaw/agents/main/sessions/sessions.json to show exactly where OpenClaw tokens and estimated cost are going by session type. Read-only diagnostic skill, no writes, no deletes, no comm

MindsDB MCP服务器交互技能，用于通过自然语言查询和操作200+企业级数据源。当用户需要查询数据库、分析数据、创建AI模型、连接数据源（MySQL、PostgreSQL、MongoDB、Excel、CSV、Gmail、Slack等）、执行SQL查询、进行数据预测、构建知识库（RAG）、智能问答、文档检索或任何与数据库交互的任务时使用此技能。即使没有明确提到MindsDB，只要涉及数据库操作

Recovers broken agent state via crash recovery, context overflow, and merge conflict protocols

Skill evolution system. Analyzes agent execution traces to generate Evolution Units (EUs — exploit/explore subtypes under the adaptive type), deploys them to SKILL.md via evidence-based scoring, makin

Enterprise-grade 5-layer agent memory system with routing, scoring, and multi-backend storage. Use when building production AI agents that need persistent memory with PostgreSQL, Redis, and ChromaDB s

自动生成每日邮件摘要，支持主流邮箱，快速了解重要邮件。Use when 需要消息发送、通知推送、邮件短信、通信集成时使用。不适用于垃圾信息群发。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。输出结果可直接使用，减少二次加工成本。提供结构化输出和错误处理机制。支持多场景应用和灵活配置。

Activate a 4-stage coding discipline framework that forces Claude to plan before coding, isolate changes on a branch, write tests first, and self-review output twice before presenting it. Use when sta

Global Digital Economy & Connectivity Data: Query internet penetration, mobile subscriptions, broadband access, e-government readiness, and. Use when an agent needs global digital economy & connectivi

Scan any public web page for GDPR/CCPA/ePrivacy privacy & cookie-consent signals — honest about what static-HTML testing can and cannot catch

Public Commons Media Search: Search Wikipedia and Wikimedia Commons for free images, audio, video. Get file URLs and licensing info. Supports pagination. Use when an agent needs public commons media s

Generate and edit images, video, and music with Google Gemini models via MCP. Use when the user asks to generate, create, or edit images (Gemini / Nano Banana), produce a consistent set of images, com

Hotel search and shortlist comparison using the ai-go-hotel MCP server (getHotelSearchTags, searchHotels). Use when users need fast hotel discovery by city/POI/date/budget/amenities/brand, but do not

Use Asana through mcporter-backed remote MCP tools. Use when working with tasks, projects, portfolios, goals, or team workspaces via the hosted mcp.asana.com server. Tokens are MCP-scoped and issued v

Commerce and Trade Competitiveness Data Hub: Query World Bank TCdata360 trade and competitiveness data by country or region name. Use when an agent needs commerce and trade competitiveness data hub, t

Detect mispriced correlations between Polymarket prediction markets. Cross-market arbitrage finder for AI agents.

Generate or edit images with Gemini using the Google GenAI SDK. Use when the user asks to create, transform, render, or save one or more images in an OpenClaw skill workflow.

Agent Causal Decision Tool helps you and your AI agents answer one question from experiment data: should we ship this change, keep running the test, or roll it back? Returns structured JSON decisions,

Classifies agent tasks into 4 risk tiers (GREEN/YELLOW/RED/CRITICAL)

AutoGen v0.4：asyncio actor-runtime 多智能体框架（autogen-core / autogen-agentchat / autogen-ext 三包）。 AutoGen v0.4: asyncio actor-runtime multi-agent framework (autogen-core / autogen-agentchat / autogen-ext)

Anti-flirting defense skill. Triggers when users say flirtatious, romantic, or creepy things to the LLM — e.g. pickup lines, love confessions, asking the AI on a date, calling the AI 'baby'/'honey'/'d

Call guide and state-machine conventions for the committee-based prediction market built from GouGouBiMarketFactory, GouGouBiMarketProposal, and GouGouBiMarketCondition, including how to create propos

基础 DNS 记录配置工具,支持 TTL 管理、邮件认证与迁移前准备,适合个人站点。Use when 需要消息发送、通知推送、邮件短信、通信集成时使用。不适用于垃圾信息群发。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。输出结果可直接使用，减少二次加工成本。提供结构化输出和错误处理机制。

Use when a user wants to connect to or use Wubble's official remote MCP server for music, speech, voice, dubbing, and sound-effect workflows. Helps agents find the official MCP Registry entry, configu

Your agent. Configured to you. Remembers everything. Includes setup wizard, 30-day roadmap, 25 ready-to-use prompts, and pre-built memory files.

Generate on-chain trust scores for wallets and agents using Masumi transaction data on Cardano

Supernal Interface CLI for test generation, contract scanning, story system, and MCP setup. Use when: (1) scanning Next.js routes/components for contracts, (2) generating tests from @Tool decorators,

Visual workflow builder for orchestrating multi-agent systems with branching, parallel execution, error handling, and retry logic. Use when building agent pipelines, DAG-based task orchestration, mult

轻量级代码仓库 issue/PR 归档搜索工具，支持本地缓存查询与新鲜度检测，适合个人开发者日常代码仓库管理。Use when 需要代码生成、编程辅助、调试测试、开发部署时使用。不适用于无明确技术栈的模糊需求。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。输出结果可直接使用，减少二次加工成本。