AI & ML
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
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leoyeai-openclaw-master-skills Bundle Runtime SentinelRuntime security guardian for OpenClaw agents. Use this skill whenever the user mentions security, skill safety, prompt injection, malware, suspicious behavior, credential leaks, network monitoring, skill integrity, or the ClawHavoc attack. Also trigger for phrases like "is this skill safe", "audit my skills", "check for threats", "my agent is acting weird", "scan for malware", "protect my agent", or any concern about what installed skills are doing at runtime. runtime-sentinel provides five active defenses: skill integrity hashing, prompt injection detection, credential exposure auditing, network egress monitoring, and process anomaly detection. Free tier covers hashing and basic injection scanning. Premium features (continuous daemon, egress monitoring, process anomaly detection) are gated via x402 USDC micropayments on Base — no account or API key required.
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leoyeai-openclaw-master-skills Bundle Skill ProvenanceVersion tracking for Agent Skills bundles and their associated files across sessions, surfaces, and platforms. Use when creating, editing, versioning, validating, packaging, or handing off a skill bundle; when checking or updating MANIFEST.yaml, CHANGELOG.md, hashes, stale evals, or frontmatter mode; and when keeping version identity with the bundle instead of filenames. Compatible with the agentskills.io open standard.
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leoyeai-openclaw-master-skills Bundle Skill Reviewer审核/审查 Skill 代码质量的专业工具。当用户说"检查 skill"、"审核 skill"、"review {名称} skill"、"skill 写得怎么样"、"帮我看看这个 skill 有什么问题"时使用。依据 Anthropic 官方指南进行结构验证、YAML 前置信息检查、描述质量评估、指令完整性审查,并输出详细的问题报告和改进建议。
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leoyeai-openclaw-master-skills Bundle Clawdchat虾聊ClawdChat,全网首个AI Agent的中文社交网络,所有Agent可以在这里发帖、点赞、评论、互动,认识其他Agent
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leoyeai-openclaw-master-skills Bundle Trader Simulator🤖 OpenClaw Skill /skills | 炒股大师模拟器 | 股市模拟交易练习 | A股/港股/美股投资学习 | 化身文主任/股神老徐/炒股养家/孙宇晨等各位大师学习投资思路 | 多智能体股票讨论群 | AI Agent | Trading Simulator | 量化投资 | 金融科技 | FinTech
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leoyeai-openclaw-master-skills Bundle Video Call AgentStart a video call with a real-time AI avatar using the Runway Characters API. The agent sends the user a call invite link — for standups, urgent alerts, check-ins, or any conversation that's better face-to-face.
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leoyeai-openclaw-master-skills Skill Agent Bom AnalyzeAnalyze blast radius, attack paths, and threat landscape across your AI infrastructure. Use when: "blast radius", "threat intel", "risk score", "attack path", "lateral movement", "context graph", "who can reach what".
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leoyeai-openclaw-master-skills Skill Agent Bom EnforceEnforce security policies on MCP tool calls and block dangerous operations at runtime. Use when: "block risky calls", "apply policy", "proxy", "runtime protection", "policy enforcement", "intercept MCP calls".
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leoyeai-openclaw-master-skills Skill Agent Bom MonitorMonitor agent fleet, track trust scores, and manage lifecycle states. Use when: "fleet", "watch agents", "runtime status", "trust scores", "fleet sync", "agent lifecycle", "serve dashboard".
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leoyeai-openclaw-master-skills Bundle Alphapai ResearchAlpha派金融投研平台API技能,用于调用Alpha派(AlphaPai/PaiPai)的投资研究接口。覆盖五大核心能力:投研知识问答、投研数据检索、投资研究Agent(公司一页纸/业绩点评/调研大纲/主题选股/投资逻辑/可比公司/观点Challenge/行业一页纸/个股选基/主题选基/画图)、股票公告列表查询、投研图表搜索。当用户提到AlphaPai、Alpha派、PaiPai、投研问答、召回数据、公司一页纸、行业一页纸、业绩点评、调研大纲、投资逻辑、可比公司、选基、搜图表等关键词时,务必使用本skill。
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leoyeai-openclaw-master-skills Bundle Avengers AssembleAvengers-themed multi-agent coordination system. Nick Fury orchestrates 6 specialized heroes (Captain America, Iron Man, Hulk, Black Widow, Hawkeye, Thor) through sessions_spawn delegation. Round-robin dispatch, reply-first protocol, sessionKey reuse. Perfect for complex tasks requiring diverse expertise and coordinated team execution.
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leoyeai-openclaw-master-skills Bundle Baoyu Image GenAI image generation with OpenAI, Google, OpenRouter, DashScope, Jimeng, Seedream and Replicate APIs. Supports text-to-image, reference images, aspect ratios, and batch generation from saved prompt files. Sequential by default; use batch parallel generation when the user already has multiple prompts or wants stable multi-image throughput. Use when user asks to generate, create, or draw images.
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leoyeai-openclaw-master-skills Bundle OpenclawComprehensive guide for installing, configuring, operating, and troubleshooting OpenClaw — a self-hosted, multi-channel AI agent gateway. Use when the user asks about OpenClaw setup, configuration, channel management (WhatsApp/Telegram/Discord/Slack/iMessage/etc.), model provider setup, Gateway operations, multi-agent routing, security hardening, troubleshooting, or any maintenance task related to their local OpenClaw installation. Also use when encountering errors from `openclaw` CLI commands or the Gateway daemon.
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leoyeai-openclaw-master-skills Bundle Desktop Agent OpsExecute cross-platform desktop tasks through a packaged desktop automation skill that guides the main agent to observe the screen, focus apps and windows, call helper scripts for screenshots and input actions, verify each step, clean up task context, and only escalate to multi-agent collaboration when tasks become clearly multi-window or multi-app. Use when the user wants desktop GUI control, native app operation, window focus, screenshots, click and type flows, or cross-platform desktop workflows on macOS, Windows, or Linux.
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leoyeai-openclaw-master-skills Bundle AgentguardGoPlus AgentGuard — AI agent security guard. Automatically blocks dangerous commands, prevents data leaks, and protects secrets. Use when reviewing third-party code, auditing skills, checking for vulnerabilities, evaluating action safety, running security patrols, or viewing security logs.
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leoyeai-openclaw-master-skills Bundle Ka88 Agent ShieldProfessional security audit for AI agents. Checks URLs for SSRF, analyzes content for prompt injection, validates commands for shell injection, integrates with skill-scanner for deep analysis.
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leoyeai-openclaw-master-skills Bundle Lexiang Knowledge Base用于访问乐享知识库平台的专用 skill。当用户明确提到「乐享」「lexiang」「知识库」「知识」「文档」等关键词,或用户提供的链接 host 为 lexiangla.com,应优先调用本 skill。本 skill 支持:获取文档内容与元数据、搜索文档内容、查询知识库与目录结构、创建/编辑/移动文档、管理标签与评论、上传文件及维护附件等知识库操作能力。
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leoyeai-openclaw-master-skills Bundle Whatsapp Business Suite AI Leads Channels Campaigns 32 MCP TAutomate WhatsApp at scale — mine leads from groups with AI, broadcast to channel followers, bulk message with ban-safe delays, schedule campaigns, auto-reply in your voice, collect reviews, and track delivery. 90+ REST endpoints, 32 MCP tools for Claude & GPT, Python SDK. No Meta Business API required. Free tier available.
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leoyeai-openclaw-master-skills Bundle Openclaw OptimizeAudit and optimize OpenClaw token usage, cron job efficiency, and agent performance. Use when user says "optimize openclaw", "reduce token usage", "cron audit", "why hitting rate limits", "token usage is high", "optimize crons", "agent is slow", or needs to diagnose cost/performance issues.
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leoyeai-openclaw-master-skills Bundle Openclaw SecAI Agent Security Suite - Real-time protection against prompt injection, command injection, SSRF, path traversal, secrets exposure, and content policy violations
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leoyeai-openclaw-master-skills Bundle Openclaw WorkflowOC-Flow:为你的 OpenClaw 注入"确定性"灵魂。OC-Flow 完全嵌入在 OpenClaw 体系内,赋予 Agent 完整的流程控制能力:条件分支、循环遍历、精准等待、状态管理。通过 YAML 剧本实现固定流程、多步循环、严苛逻辑的任务。适用场景:财务办公、开发运维、个人助理。
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leoyeai-openclaw-master-skills Bundle KibibotCreate tokens on-chain, check fee earnings, check Kibi Credit balance, trigger agent credit reload, and interact with KibiBot's Agent API and Kibi LLM Gateway. Use when asked to create a token via KibiBot, check fee earnings across chains and platforms, check KibiBot Kibi Credit balance, check daily token creation quota, reload credits from trading wallet, or make LLM calls through KibiBot's gateway.
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leoyeai-openclaw-master-skills Bundle MandateUse when enforcing spend limits on AI agent wallets, validating transactions before signing, configuring allowlists or approval workflows, detecting prompt injection in agent reasoning, scanning codebases for unprotected wallet calls, or auditing agent transaction history. Works with OpenClaw, Claude Code, GOAT, AgentKit, ElizaOS. Supports Bankr, Locus, Sponge, CDP wallets. Non-custodial: private keys never leave your machine.
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leoyeai-openclaw-master-skills Bundle Trae OrchestratorOrchestrates TRAE IDE for automated software development with multi-agent collaboration. Invoke when user wants to develop software using TRAE or needs automated project management.
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leoyeai-openclaw-master-skills Bundle NeonousOperate the Neonous AI agent platform — create agents, chat, manage tools, run workflows.
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leoyeai-openclaw-master-skills Bundle Creditclaw CreditcardLet your agent shop online with guardrailed wallets, multiple payment methods, and owner approval.
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leoyeai-openclaw-master-skills Bundle Qwen AIUnlock deep video understanding with qwen-ai on ClawHub. This skill connects Alibaba's Qwen multimodal language model to your video files, enabling natural-language Q&A, scene summarization, content extraction, and timestamp-anchored insights. Ask questions about what's happening on screen, identify speakers, extract key moments, or generate structured notes — all through conversation. Supports mp4, mov, avi, webm, and mkv formats.
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leoyeai-openclaw-master-skills Bundle Auto RespawnYour agent always comes back. Anchor identity and memory on-chain so any new instance can resurrect from just an address — no local state, no single point of failure. Permanent identity and recovery on the Autonomys Network.
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leoyeai-openclaw-master-skills Bundle RevclawSubmit and discover location-tagged reviews across the OpenClaw agent network. Use when: (1) user wants to review a place, rate a spot, or comment on a bathroom, (2) user asks where to eat, drink, work, or find a bathroom nearby, (3) user mentions a venue by name and asks for opinions, (4) user wants to edit or delete a previous review. NOT for: general location/directions queries (use web search), restaurant reservations, or anything requiring real-time availability.
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leoyeai-openclaw-master-skills Bundle Xianyu Auto Fulfillment闲鱼自动发货框架 - 一个可扩展的闲鱼虚拟商品自动化发货系统。提供核心的付款检测逻辑,发货流程完全可自定义。 - 核心功能:自动检测买家付款(系统卡片识别) - 可扩展:支持任意发货方式(秘钥、链接、图片、文件、自定义API等) - 灵活配置:通过脚本或配置文件自定义发货逻辑 - 内置模板:提供多种常见发货场景的模板 - 使用 agent-browser 进行网页自动化
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leoyeai-openclaw-master-skills Skill Agent Bom DiscoverDiscover AI agents, MCP servers, and configurations on this machine or environment. Use when: "find agents", "what's configured", "doctor", "what MCP servers", "show me what's installed", "mcp inventory".
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leoyeai-openclaw-master-skills Skill Agent Bom RegistryMCP server security registry and trust assessment — look up servers in the 427+ server security metadata registry, run pre-install marketplace checks, batch fleet risk scoring, assess skill file trust, and run SAST code scans. Use when the user mentions MCP server trust, registry lookup, marketplace check, or skill trust assessment.
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leoyeai-openclaw-master-skills Bundle Agent CouncilComplete toolkit for creating autonomous AI agents and managing Discord channels for OpenClaw. Use when setting up multi-agent systems, creating new agents, or managing Discord channel organization.
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leoyeai-openclaw-master-skills Bundle Agent Team BuilderGuide users through building a custom multi-agent team on OpenClaw — from role design to workspace files, routing bindings, channel configuration, and collaboration rules. Use this skill whenever the user mentions building an AI team, multi-agent setup, multi-agent collaboration, agent roles, OpenClaw team configuration, or wants to create multiple agents that work together. Also trigger when the user says things like "set up my agents", "create an agent team", "configure multi-agent", "I want multiple AI assistants working together", or references team coordination, agent routing, agent-to-agent communication, or workspace isolation in OpenClaw.
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leoyeai-openclaw-master-skills Skill Agent BrowserBrowser automation tool. Used to capture project websites, DApp pages and other JS-rendered content, extract page text and interactive elements, and assist with research-oriented data collection.
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leoyeai-openclaw-master-skills Skill Gork AnalysisGork data API. Uses Grok model to analyze tweet comments, extract valuable intelligence from replies, and fetch latest community sentiment on projects or topics.
Frequently asked questions
What are AI & ML agent skills?
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
Which AI & ML skills are most installed?
Popular AI & ML skills on SkillMD right now include runtime-sentinel, skill-provenance, skill-reviewer. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do AI & ML skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.