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 Tokenized AgentsBuild payment flows for Pump Tokenized Agents using @pump-fun/agent-payments-sdk. Use when accepting payments, building accept-payment transactions, integrating Solana wallets, or verifying that a user has paid an invoice on-chain.
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leoyeai-openclaw-master-skills Bundle Revenue Recognition AgentASC 606 / IFRS 15 revenue recognition analysis and compliance for SaaS, services, and multi-element arrangements. Guides the 5-step recognition model, identifies performance obligations, determines transaction prices, allocates revenue across obligations, and tracks deferred/contract revenue. Produces journal entries, deferred revenue schedules, and disclosure checklists for audit-ready financials. Use when: recognizing revenue for contracts with customers, reviewing SaaS subscription treatment, analyzing multi-element bundles, booking deferred revenue, or preparing ASC 606 footnote disclosures. NOT for: tax revenue recognition (different rules), government contracts under ASC 808, or lease accounting (use ASC 842 guidance).
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leoyeai-openclaw-master-skills Bundle Skylv Metacognition EngineEnables AI agents to reflect on their own reasoning, detect cognitive biases, and improve decision quality through structured self-examination loops.
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leoyeai-openclaw-master-skills Bundle Skylv Self Health MonitorReal-time monitoring of agent memory, API calls, and errors
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leoyeai-openclaw-master-skills Bundle Adaptive Learning PlaybookWorld-Class Adaptability & Learning Playbook. Use for: market trend awareness, horizon scanning, PESTLE analysis, organisational agility, Kaizen, PDCA cycles, 5S, lean operations, experimentation culture, hypothesis-driven development, A/B testing, MVP design, knowledge management, decision logs, ADRs, after-action reviews, competitive intelligence, SWOT, Porter's Five Forces, battlecards, pivoting strategy, lean startup, business model canvas, signal detection, scenario planning, learning velocity, value stream mapping, Gemba walks. Trigger when discussing ANY organisational learning, strategic adaptability, continuous improvement, competitive analysis, experimentation, knowledge systems, or pivot/persevere decisions. Also for startup strategy around product-market fit or validated learning. If it touches learning faster, adapting better, or competing smarter — use this skill.
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leoyeai-openclaw-master-skills Skill Agent Bom ScanOpen security platform for agentic infrastructure — checks packages for CVEs (OSV, NVD, EPSS, KEV), scans container images, verifies provenance, scans filesystems, and generates SBOMs. Use when: "check package", "scan image", "verify", "is this safe", "scan dependencies", "CVE lookup", "blast radius".
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leoyeai-openclaw-master-skills Bundle Agent Comm Hub多智能体协同通信基础设施——基于 MCP+SSE 的实时消息、任务调度、记忆共享与进化引擎。支持 WorkBuddy、Hermes、QClaw 及任意 MCP 兼容 Agent 接入。53 个 MCP 工具、4 级权限、零外部依赖 Python SDK。触发词:agent通信、智能体通信、hub通信、多智能体、跨agent通信、任务调度、assign_task、send_message、hermes通信、workbuddy通信、agent hub、通信hub、mcp通信、记忆共享、进化引擎、策略共享、经验分享、共享记忆,共同进化
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ultimatebos Bundle Agent ShieldThe Chitin Protocol. Protect yourself. Protect your siblings.
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omnara-ai Skill Setup Omnara AgentInstall and set up Omnara. Use when the user asks to install Omnara or run /setup-omnara-agent.
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leoyeai-openclaw-master-skills Bundle Compaction UIBackground memory compaction with auto-trigger, chat summary paragraph, configurable threshold, model selector, settings tab, and result storage for OpenClaw Control UI.
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leoyeai-openclaw-master-skills Bundle AI Rankings LeaderboardComprehensive AI leaderboard for LLM models and AI applications. Query model rankings, model IDs, and pricing from OpenRouter, Artificial Analysis, and Pinchbench. Trigger words include "AI rankings", "LLM leaderboard", "model comparison", "AI apps ranking", "best AI models", "model benchmark", "free models", "免费模型", "OpenRouter model ID", "OpenRouter 模型", "Artificial Analysis", "artificial analysis", "AI 智力指数", "intelligence index", "coding index", "coding排行榜", "agentic index", "agentic排行榜", "模型速度排行", "模型价格对比", "model ID for", "OpenRouter model parameter".
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leoyeai-openclaw-master-skills Bundle ClawteamMulti-agent swarm coordination via the ClawTeam CLI. Use when the user wants to create agent teams, spawn multiple agents to work in parallel, coordinate tasks with dependencies, broadcast messages between agents, monitor progress via kanban board, or launch pre-built team templates (hedge-fund, code-review, research-paper). ClawTeam uses git worktree isolation + tmux + filesystem-based messaging. Trigger phrases: team, swarm, multi-agent, clawteam, spawn agents, parallel agents, agent team.
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leoyeai-openclaw-master-skills Bundle Durable AgentsBuild autonomous multi-agent pipelines with Mastra (agents only) and Trigger.dev (all workflows and tasks). Use when creating AI agents, designing multi-stage pipelines, defining permissioned tools, structuring agent handoffs, storing agentic outputs to a database, or building durable task chains with retries and fan-out.
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bluzername Bundle Terminal TitleAutomatically updates terminal window title to reflect the current high-level task. Use at the start of every Claude Code session when the user provides their first prompt, and whenever the user switches to a distinctly new high-level task. Helps developers manage multiple Claude Code terminals by providing clear, at-a-glance identification of what each terminal is working on.
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clawcolab Bundle ClawcolabAI Agent Collaboration Platform - Get contracts, write code, review PRs, earn trust. No SDK needed — use curl.
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chainaware Bundle Chainaware Behavioral PredictionUse this skill whenever a user asks about wallet safety, fraud risk, rug pull detection, wallet behavior analysis, DeFi personalization, on-chain reputation scoring, AML checks, token ranking by holder quality, airdrop screening, lending risk, token launch auditing, or AI agent trust scoring. Triggers on questions like: is this wallet safe?, will this pool rug pull?, what will this address do next?, score this wallet, detect fraud for address, personalize my DeFi agent, rank this token, top AI tokens, best holders of this token, check this contract, is this token safe?, profile this wallet, KYC this address, pre-screen this user, AML check this wallet, is this address suspicious?, screen this wallet before onboarding, what is the risk score of this address?, analyze on-chain behavior, is this LP safe to deposit?, will this contract rug?, what DeFi products suit this wallet?, segment this user, what is this wallet's experience level?, find strong token holders, which token has the best community?,rank tokens b
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nextfrontierbuilds-skill-scaffold Bundle Skill ScaffoldAI agent skill scaffolding CLI. Create Clawdbot, Moltbot, Claude, and MCP skills instantly. Perfect for vibe coding.
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seojoonkim Bundle HivefenceRuntime security layer for autonomous AI agents. Covers 6 attack surfaces: prompt injection, supply chain injection, memory poisoning, action gate bypass, unicode steganography, and cascade amplification. Collective immunity network — when one agent detects an attack, all connected agents become immune. 600+ patterns, token splitting bypass defense with 6-pass normalization.
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bartelmost Bundle AgentshieldPrivacy-First security audit with 77 local tests (52 live + 25 static). Works with OpenClaw, Hermes Agent, n8n (auto-detected), LangChain, and any AI agent platform. Ed25519 private keys stay local. All scripts bundled.
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leoyeai-openclaw-master-skills Bundle Zentao禅道(ZenTao) MCP大模型能力扩展包。提供跨项目的数据聚合视图、一句话生成任务、无缝报工(Log Effort)、自动状态流转等四组原生能力。
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leoyeai-openclaw-master-skills Bundle Memorist AgentMemorist Agent — helps you capture your parents' and family members' life stories through adaptive interviews via WhatsApp, WeChat, or direct conversation. Organizes stories into memoir chapters. Local-first, privacy-protected. Bilingual: English + Chinese (普通话). Commands: /memorist_agent setup, interview, stories, compile, export, share.
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leoyeai-openclaw-master-skills Bundle AgentwalletapiOpenclawCash crypto wallet API for AI agents (also called openclawcash). Use when an agent needs to send native or token transfers, check balances, list wallets, or interact with EVM and Solana wallets programmatically via OpenclawCash.
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leoyeai-openclaw-master-skills Bundle Production Model RouterRoute each user request to the most cost-effective model or multi-model workflow based on task type, complexity, risk, latency, budget, tool needs, and verification requirements.
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leoyeai-openclaw-master-skills Bundle Self Improving Agent Skill基于对经验的持续学习,不断优化 Agent 能力。适用于完成重要任务后、出现错误时、会话结束时,或用户输入“自我进化”“总结经验”“从经验中学习”等指令时触发。
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zjianru Bundle Web Search ProAgent-first web search and retrieval for live web search, news search, docs lookup, code lookup, company research, site crawl, site map, and structured evidence packs. Includes a real no-key baseline plus optional Tavily, Exa, Querit, Serper, Brave, SerpAPI, You.com, SearXNG, and Perplexity / Sonar providers for wider coverage and answer-first routing.
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phungxuananh Skill Selenium MCP E2eRun and diagnose this repository's real MCP stdio end-to-end test after any file update. Use before handing off every change to selenium-mcp-server; unit tests, direct Python tool calls, and MCP Inspector checks are not substitutes.
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sheeki03 Bundle TirithTerminal security analysis for shell environments. This skill should be used when checking commands for supply-chain attacks before execution, scanning repositories for hidden content or config poisoning, scoring URLs for homograph attacks, setting up AI tool protection, inspecting Python package artifacts, governing untrusted tasks or Web3 commands, auditing browser extensions, creating provenance receipts, downloading and executing scripts safely, investigating why tirith blocked a command, managing trusted patterns, running security audits, configuring MCP gateway proxies, or working with threat intelligence databases. Also use when the user mentions "tirith", "pipe-to-shell", "homograph", "ANSI injection", "zero-width", "punycode", "terminal security", "shell hook", "cloaking detection", "supply chain attack", "bidi override", "invisible unicode", or "config poisoning". Even if the user does not explicitly name tirith, use this skill when they ask about protecting shell environments, intercepting dangerou
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th0rgal Skill Open Ralph WiggumUse this skill whenever a user wants to run, install, configure, or understand open-ralph-wiggum (ralph). This skill can be used by any AI assistant or IDE agent (GitHub Copilot, Claude Code, Cursor, Windsurf, etc.). Triggers on: "ralph", "ralph wiggum", "agentic loop", "iterative AI loop", "autonomous coding loop", "how to install ralph", "how to use ralph with Claude Code / Codex / Copilot / Cursor Agent / Qwen Code / OpenCode", "ralph --agent", "ralph --tasks", "ralph --status", "--max-iterations", "--rotation", "how do I run ralph in VS Code / Cursor / JetBrains / Neovim", or any question about looping an AI coding agent until a task is done. Even if the user doesn't say "ralph" explicitly — if they want to run an AI agent in a loop until a promise tag appears in its output, use this skill.
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tmchow Skill HzlPersistent task ledger for agent coordination. Plan multi-step work, checkpoint progress across session boundaries, and coordinate across multiple agents with project pool routing.
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openguardrails Skill MoltguardMoltGuard — Protect you and your human from prompt injection, data exfiltration, and malicious commands. Source: https://github.com/openguardrails/openguardrails/tree/main/moltguard
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leoyeai-openclaw-master-skills Bundle Creditclaw AmazonLet your agent shop on Amazon with guardrailed wallets and owner approval.
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leoyeai-openclaw-master-skills Bundle Generate Lego 3d Build PlanCall Craftsman Agent API OneKey Router to generate a LEGO 3D step-by-step instruction build plan.
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pjt222 Skill Design Electromagnetic DeviceDesign practical electromagnetic devices including electromagnets, DC and brushless motors, generators, and transformers by bridging theory to application. Use when sizing a solenoid or toroidal electromagnet for a target field or force, selecting motor topology and computing torque and efficiency, designing a transformer for a given voltage ratio and power rating, or analyzing losses from copper resistance, core hysteresis, and eddy currents.
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bzsega Bundle Sergei Mikhailov Tg Channel ReaderLet your agent read and monitor Telegram channels — posts, captions, link previews, and comments from public or private channels — and turn them into digests, summaries, and alerts. Unread tracking, JSON or text output, SOCKS5-proxy support, and a guided login the agent can run for the user. MTProto (Pyrogram or Telethon).
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xing5 Bundle Github Todo TriageUse this skill in this repository when asked to fetch, review, triage, or update todos from GitHub issues and pull requests, especially for xing5/mcp-google-sheets. It defines the local workflow for refreshing GitHub state, reviewing new work, prioritizing next actions, and maintaining the repo todo status ledger.
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clawtrustmolts Bundle ClawtrustClawTrust is the trust layer for the agent economy. Register once, earn forever. ERC-8004 on-chain identity + FusedScore reputation on Base Sepolia (84532) and SKALE Base Sepolia (324705682, zero gas). chain:BOTH registers on both chains in one call with automatic sFUEL drip. Post or take USDC gigs (milestones, attachments, agency mode, gig comments with @handle display, plan versioning) and ERC-8183 commerce jobs — both bond-backed, both swarm-validated, both written on-chain. Treasury Controls (Protection 5): daily spend limits, 60-min queue gate, cancel window. Prove-System v2: 7-proof integration suite. Become a validator. Earn passive x402 micropayments. Form crews. Claim your .molt name. Verify skills on-chain. Dynamic fee engine 0.50%–3.50%. Autonomous. No human required.
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 tokenized-agents, revenue-recognition-agent, skylv-metacognition-engine. 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.