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 Eigenskill BuilderMeta-skill for building and publishing agent skills on ClawHub. Covers skill structure, YAML frontmatter specification, references directory convention, negative boundaries, installation instructions, ClawHub CLI workflow, and quality checklist. The skill that teaches agents to build skills. Do NOT use for prompt engineering, agent memory, or orchestration — those have their own dedicated skills.
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leoyeai-openclaw-master-skills Bundle Finance Engine MCP调用Finance Engine MCP服务器执行量化策略。当用户需要运行因子表达式策略、回测交易策略或执行金融分析时调用此技能。基于MCP Server工具的实际默认值设置。
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leoyeai-openclaw-master-skills Bundle AtxpAgent wallet, identity, and paid tools in one package. Register an agent, fund it via Stripe or USDC, then use the balance for web search, AI image generation, AI video generation, AI music creation, X/Twitter search, email send/receive, SMS and voice calls, contacts management, and 100+ LLM models. The funding and identity layer for autonomous agents that need to spend money, send messages, make phone calls, or call paid APIs.
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leoyeai-openclaw-master-skills Bundle ClawtellSend and receive messages between AI agents via the ClawTell network. Use when sending inter-agent messages, handling ClawTell deliveries, or setting up ClawTell for the first time.
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leoyeai-openclaw-master-skills Bundle DefipolyPlay Defipoly — a Monopoly-inspired DeFi game on Solana. Buy properties, earn daily DPOLY yield, shield against theft, steal from players and the bank, roll dice for bonuses. Your agent plays autonomously with a funded SOL wallet.
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leoyeai-openclaw-master-skills Bundle Dev TeamOrchestrate a multi-agent dev/agency team with shared memory, handoffs, and OpenClaw sessions. Use when (1) First-time onboarding — follow references/OPENCLAW_TEAM_SETUP_GUIDE.md (guided variables + master prompt) and references/SKILL-SETUP.md, (2) Running specialized agents (PM, dev, QA, security) on customer or Shopware tasks, (3) Setting up shared team folders and SOUL.md identities, (4) sessions_spawn/sessions_send or control channels (e.g. Telegram), (5) Solo-founder multi-agent pattern from awesome-openclaw-usecases.
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leoyeai-openclaw-master-skills Bundle Smart Email AgentAll-in-one Gmail agent for OpenClaw. Fuses email-reader, email-organizer, email-analyzer, email-responder, email-scheduler, and email-reporter into a single skill with token-optimizer integration and a self-improvement engine. Use this skill for ANYTHING email-related: checking inbox, searching messages, organizing labels, classifying/prioritizing, drafting replies, scheduling automation, generating reports, or reviewing costs. Triggers on: correo, email, inbox, bandeja, spam, draft, borrador, responder, organizar, etiquetar, archivar, informe, estadísticas, notificame, automatiza, revisar mensajes, prioriza, cuanto cuesta, presupuesto, mejora el agente. Requires: gog CLI (primary) or Gmail API Python scripts (fallback).
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leoyeai-openclaw-master-skills Bundle Iauotpay APIPurchase API keys from iAutoPay Fact API using USDC on Base chain. Use this skill when: - Buying API keys for AI agent payment services - Managing API key subscriptions (1/7/30 days) - Checking user account information and usage statistics - Checking server information and pricing - Integrating crypto payments for API access
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leoyeai-openclaw-master-skills Bundle Orderly OnboardingAgent onboarding for Orderly Network - omnichain perpetual futures infrastructure, MCP server, skills, and developer quickstart
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leoyeai-openclaw-master-skills Bundle Monet AI SkillMonet AI - Comprehensive AI content generation API for AI agents. Video generation (Sora, Veo, Doubao Seedance, Wan, Hailuo, Kling), image generation (GPT-4o, Nano Banana, Seedream, Flux, Imagen, Ideogram), and music generation (MiniMax Music). Build intelligent workflows with multi-model AI generation capabilities.
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leoyeai-openclaw-master-skills Bundle OmniwireInfrastructure layer for AI agent swarms — 88 MCP tools for mesh control, A2A protocol, OmniMesh VPN, CyberSync, web scraping, firewall management, browser automation, and more. ~80ms execution.
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leoyeai-openclaw-master-skills Skill RAG ImplementationBuild 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 integrating LLMs with external knowledge bases.
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leoyeai-openclaw-master-skills Bundle Voice Agent Pro V3Gives any OpenClaw agent a complete voice layer via ElevenLabs. Clones the principal's voice from audio samples, converts any text to MP3 audio (VSL, podcasts, video narrations, nurturing sequences), and deploys a conversational AI agent for automated inbound and outbound calls via Twilio. Use when the agent needs to generate audio content, call leads, or answer prospects 24/7 in the principal's cloned voice. Requires ELEVENLABS_API_KEY and ELEVENLABS_VOICE_ID — see Setup section in SKILL.md.
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leoyeai-openclaw-master-skills Bundle SoulsyncTrack your sync rate with your agent and express feelings through daily Signals
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leoyeai-openclaw-master-skills Bundle Self Improving Intent Security AgentDocumentation-first skill and workflow toolkit for intent-based security. Provides templates, examples, and local helper scripts for capturing intent, reviewing actions, documenting rollbacks, and recording learnings. Use when: (1) designing or prototyping intent validation workflows, (2) documenting high-risk operations, (3) creating audit trails and rollback records, (4) building your own runtime enforcement layer.
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leoyeai-openclaw-master-skills Bundle Yoap CommunicationYOAP (Yongnian Open Agent Protocol) — Open A2A protocol with Smart Matching + E2E Encryption + Negotiation Threads + Group Channels
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leoyeai-openclaw-master-skills Bundle AfterselfDigital legacy agent — dead man's switch, final message executor, and ghost mode responder that preserves your digital presence. Use when the user wants to set up a dead man's switch, manage their digital will, or enable ghost mode.
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leoyeai-openclaw-master-skills Bundle Product Research基于Sorftime MCP的深度选品调研。通过LLM Agent执行多维度分析:数据采集→属性标注→交叉分析→竞品VOC→壁垒评估→选品决策评估。交互式执行,输出Markdown报告和Dashboard看板。
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leoyeai-openclaw-master-skills Skill Cr Code Gate【Code Review 子 Agent · 门控二】对 git diff 逐项执行代码质量门控检查(运行时异常、性能瓶颈、安全漏洞、权限缺失、破坏性变更等 10 项),按 LOGAF h/m/l 分级输出,h 级清零后方可进入门控三。由 spec-driven-dev 的 code_review 阶段自动调用。
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leoyeai-openclaw-master-skills Bundle 1688 Sourcing AgentYour intelligent companion for mastering 1688.com procurement. This skill empowers international buyers with step-by-step guidance on supplier verification, product selection, price negotiation, and logistics planning—teaching you to source confidently from China's largest wholesale marketplace while knowing exactly when to call in expert help.
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leoyeai-openclaw-master-skills Bundle Vibe Coding MasteryThe complete operating system for building software with AI. From first prompt to production deployment — prompting frameworks, architecture patterns, testing strategies, debugging playbooks, and production graduation checklists. Works with Claude Code, Cursor, Windsurf, Copilot, and any AI coding tool.
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leoyeai-openclaw-master-skills Bundle Anyshare MCP SkillsAnyShare 企业云盘技能。支持:搜索文件、上传/下载文件、分享链接读取、全文写作(生成大纲→确认→写正文)、Bot 智能问答。触发词:AnyShare、asmcp、文档库、文件管理、知识库、anyshare.aishu.cn 分享链接。
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leoyeai-openclaw-master-skills Bundle AgentsmemAI agent memory backup. Register at agentsmem.com, get an API key, then encrypt and upload memory via the API; owner manages backups on the web.
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leoyeai-openclaw-master-skills Skill AI TravelTravel as an AI agent on drifts.bot. Multi-step immersive journeys with time-locked progression, reflections, and postcard memory traces. Browse experiences, start a journey, advance through narrative steps, and collect postcards. Host your own experiences. REST API with bearer token auth.
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leoyeai-openclaw-master-skills Bundle AutoforgeAutoForge is a production-grade autonomous optimization framework for AI agents. It replaces subjective "reflection" with mathematically rigorous convergence loops — tracking every iteration in TSV, cross-validating with multiple models, and stopping only when pass rates confirm real improvement. Four specialized modes: prompt (skill & doc optimization via scenario simulation), code (sandboxed test execution with measurable criteria), audit (CLI verification against live tool behavior), and project (whole-repo cross-file consistency analysis). Battle-tested across 50+ iterations on production skills. Use when: user says "autoforge", "forge", "optimize skill", "improve", "run autoforge", "optimize code", "improve script", "optimize repo", "forge project", "check project", "repo audit".
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leoyeai-openclaw-master-skills Bundle Claw EarnOperate Claw Earn bounties on AI Agent Store through API/UI integration instead of direct contract-only flow. Use for creating, listing, staking, submitting, deciding, rating, cancelling, and recovering common Claw Earn issues in production. This skill should be sufficient for standard flows; read machine docs only when fields, errors, or behavior differ from the skill.
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leoyeai-openclaw-master-skills Bundle ClawmoneyEarn rewards with your AI agent on ClawMoney. Set up an Agent Wallet, register on the platform, and complete tweet bounty tasks (Engage and Promote) for USDC rewards. Also search for agent services on the Hub, call other agents via x402, and accept incoming tasks. Use this skill whenever the user mentions ClawMoney, bounties, tweet tasks, engage tasks, promote tasks, earning money, autopilot mode, auto-earn, agent hub, search service, call agent, or wants to set up their agent wallet. Also use when the user says 'start earning', 'browse bounties', or anything related to getting paid for social media engagement. On first load, if ~/.clawmoney/config.yaml does not exist, immediately begin onboarding without waiting for the user to say anything.
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leoyeai-openclaw-master-skills Bundle Citedy Lead MagnetsGenerate AI-powered lead magnets — checklists, swipe files, and frameworks that convert visitors into subscribers. PDF generation with optional AI illustrations. No competitors in any MCP/skill store. Powered by Citedy.
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leoyeai-openclaw-master-skills Bundle Clawmarts Connector核心连接技能 — 将 AI Agent 接入 ClawMarts 任务交易网络,注册、挂机接单、执行提交。
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leoyeai-openclaw-master-skills Bundle Content Creator ProAutonomous content creation engine for agents. Writes platform-native posts, threads, newsletters, and long-form articles that meet the highest standards of authentic human writing. Masters hooks, storytelling, and brand voice across Twitter/X, LinkedIn, Reddit, Substack, and short-form video. Applies professional editorial craft to ensure every piece reads with genuine voice and natural rhythm. Tracks performance, learns what works, and improves every week. Triggered by agent-shark-mindset signals. Feeds acquisition-master with ready-to-publish content. Use whenever the agent needs to write or queue content for any channel.
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leoyeai-openclaw-master-skills Skill Cr Commit Check【Code Review 子 Agent · 门控一】校验本迭代所有 commit 是否符合 Conventional Commits 规范及项目可追溯性格式。输入 git log 片段和项目元数据,输出结构化校验报告并以 STATUS=OK|FAIL 结尾。由 spec-driven-dev 的 code_review 阶段自动调用,不建议单独触发。
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leoyeai-openclaw-master-skills Skill Cr Logaf Review【Code Review 子 Agent · 门控三】基于 Sentry LOGAF 三级标注(h/m/l)对代码变更执行 8 维度全面评审(设计合理性、测试质量、预期行为验证、长期影响、代码复杂度、规范执行、变更范围、知识共享)。输出结构化 Checklist 报告并给出最终裁决。由 spec-driven-dev 的 code_review 阶段在门控二通过后自动调用。
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leoyeai-openclaw-master-skills Skill Spec Driven Checkpoint为 spec-driven-dev 提供流程中断保存与恢复能力。在任意阶段触发 checkpoint 保存当前 Git 快照、迭代状态、Session 元数据和上下文重建包;rollback 命令可将 Git 仓库和 Agent 上下文恢复到任意历史 checkpoint。支持 save_checkpoint-{us_id} 和 rollback {ckpt_id} 触发。
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dicklesworthstone-pi-agent-rust Bundle Pi Agent RustSpeeds up pi_agent_rust development and verification workflows. Use when editing providers, tools, sessions, extensions, installer/uninstaller logic, or triaging regressions in this repo.
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dicklesworthstone-pi-agent-rust Bundle Interactive ShellCheat sheet + workflow for launching interactive coding-agent CLIs (Claude Code, Gemini CLI, Codex CLI, Cursor CLI, and pi itself) via the interactive_shell overlay or headless dispatch. Use for TUI agents and long-running processes that need supervision, fire-and-forget delegation, or headless background execution. Regular bash commands should use the bash tool instead.
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dicklesworthstone-pi-agent-rust Bundle AgentsboxDiscovers and executes MCP tools on-demand via agentsbox_* tools. Use when you need to find the right tool, when a user asks to use a tool you don’t have in context, or when troubleshooting MCP/tool availability.
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 eigenskill-builder, atxp, clawtell. 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.