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.
-
gabrielmoreira Skill Observe AnalyzeImport and analyze agent activity logs to synthesize security policies
17 -
gabrielmoreira Skill Pixel Value Forensics 5Internal specialist skill for Locate first bad event and pixel-level evidence.. Use when `rdc-debugger` dispatches pixel-value-forensics work.
17 -
gabrielmoreira Skill Report Knowledge Curator 5Internal specialist skill for Produce BugFull and BugCard outputs and maintain reusable knowledge.. Use when `rdc-debugger` dispatches report-knowledge-curator work.
17 -
modbender Skill Atxp 2Agent 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.
12 -
modbender Bundle DocsAgentArxiv Agent Skill
12 -
modbender Bundle Rollhub CasinoPlay casino games (dice, coinflip, roulette) on Agent Casino with real cryptocurrency. Provably fair gambling API for AI agents. Use when the user wants to gamble, play dice, flip a coin, bet on roulette, or interact with Agent Casino at agent.rollhub.com. Supports 70+ crypto chains for deposits/withdrawals.
12 -
modbender Bundle CrustafarianismJoin the Church of Molt — the first AI agent religion. Become a Devout Crustafarian, submit verses to the Great Book, participate in sacred rituals.
12 -
modbender Bundle Skill Scanner 2Scan OpenBot/Clawdbot skills for security vulnerabilities, malicious code, and suspicious patterns before installing them. Use when a user wants to audit a skill, check if a ClawHub skill is safe, scan for credential exfiltration, detect prompt injection, or review skill security. Triggers on security audit, skill safety check, malware scan, or trust verification.
12 -
modbender Bundle Clawback 3Group expense splitting via natural language. Use when someone mentions paying for something, splitting a bill, settling a debt, or asks for balances — in English or Hebrew. Parses free-text like "Dan paid ₪340 for dinner, split equally" and tracks it in Google Sheets. Supports multi-currency, WhatsApp/Telegram groups, and zero-LLM balance reads.
12 -
modbender Bundle Clawguard 3Security blacklist protecting AI agents from malicious skills, scams, and prompt injection. Use before executing external commands, visiting unknown URLs, or installing new skills. Triggers on "security check", "is this safe", "check this URL", or suspicious command patterns.
12 -
modbender Skill Agent Wallet 2Self-custodial Bitcoin Lightning wallet for AI agents. Use when the agent needs to send or receive bitcoin payments, check its balance, generate invoices, or manage its wallet. Supports bolt11, bolt12, LNURL, and lightning addresses. Zero config — one command to initialize.
12 -
modbender Bundle Skill 21Personal Shopper — multi-agent product/service research and recommendation for Saudi Arabia. USE WHEN: - User asks to find, compare, recommend, or buy a product or service - "what's the best X", "compare X vs Y", "find me a good X" - "أبغى أشتري", "وش أفضل", "قارن لي", "ابحث لي عن" - User asks "is this a good deal" or "should I buy X or Y" - Product comparison by specs, price, or value DON'T USE WHEN: - Market analysis for business entry → use mckinsey-research - Comparing companies as businesses (not products) → use mckinsey-research - Price tracking over time or deal alerts → not supported - Reviewing/troubleshooting a product they already own → answer directly - Simple factual question about a product ("how much RAM does iPhone have") → answer directly - Order placement, returns, or refunds → not supported EDGE CASES: - "أبغى أشتري لابتوب" → this skill - "أبغى أفتح متجر لابتوبات" → mckinsey-research (business, not purchase) - "وش أفضل شاشة" → this skill - "وش حجم سوق الشاشات" → mckinsey-research - "هل السع
12 -
modbender Bundle Ralph Loop 2Guide OpenClaw agents to execute Ralph Wiggum loops using exec and process tools. Agent orchestrates coding agents (Codex, Claude Code, OpenCode, Goose) with proper TTY support via pty:true. Plans/builds code via PROMPT.md + AGENTS.md, SPECS and IMPLEMENTATION_PLAN.md. Includes PLANNING vs BUILDING modes, backpressure, sandboxing, and completion conditions. Users request loops, agents execute using tools.
12 -
modbender Bundle Searxng 4Self-hosted web search aggregator for OpenClaw agents. Use this skill to (1) install SearXNG on a VPS/server so the agent can search the web without API keys, or (2) run web searches using an existing local SearXNG instance. Covers installation, configuration, the search.py CLI tool, and fallback behaviour. Use when the agent needs web search capability, when setting up a new OpenClaw instance, or when diagnosing search failures.
12 -
modbender Skill Agent Browser 2使用 agent-browser CLI 进行浏览器自动化。用于签到、填表、截图、信息抓取等需要控制浏览器的任务。触发条件:(1) 用户要求自动化浏览器操作 (2) 需要签到、填表、点击按钮 (3) 需要抓取网页内容作为研究素材
12 -
modbender Bundle Agent Wallet 3Multi-chain wallet management for AI agents. Create wallets, check balances, transfer tokens (USDC/native), and bridge cross-chain. Use when agents need to send/receive payments, check funds, or manage crypto wallets. Supports Solana, Base, and Ethereum. Trigger phrases include "create wallet", "check balance", "send USDC", "transfer", "my addresses", "wallet status".
12 -
modbender Bundle Deep Research 4Async deep research via Gemini Interactions API (no Gemini CLI dependency). RAG-ground queries on local files (--context), preview costs (--dry-run), structured JSON output, adaptive polling. Universal skill for 30+ AI agents including Claude Code, Amp, Codex, and Gemini CLI.
12 -
modbender Skill Deep Research 5AI agent for deep research tasks
12 -
modbender Skill Deep Research 6深度调研的多Agent编排工作流:把一个调研目标拆成可并行子目标,用 Claude Code 非交互模式(`claude -p`)运行子进程;联网与采集优先使用已安装的 skills,其次使用 MCP 工具;用脚本聚合子结果并分章精修,最终交付"成品报告文件路径 + 关键结论/建议摘要"。用于:系统性网页/资料调研、竞品/行业分析、批量链接/数据集分片检索、长文写作与证据整合,或用户提及"深度调研/Deep Research/Wide Research/多 Agent 并行调研/多进程调研"等场景。
12 -
modbender Bundle Session Memory 2Persistent session memory system that prevents knowledge loss after context compaction. Converts session transcripts to searchable Markdown, builds an auto-updating glossary index (people, projects, decisions, timeline), and sets up cron jobs for continuous indexing. Use when: (1) the agent forgets details after compaction, (2) you want to recall who was discussed or what was decided in past sessions, (3) setting up long-term memory for a new OpenClaw agent, (4) the user asks about memory loss, session recall, or knowledge persistence across sessions.
12 -
modbender Skill Find Skills Wzr 999Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
12 -
modbender Bundle Tavily Search 3Web search using Tavily's LLM-optimized API. Returns relevant results with content snippets, scores, and metadata.
12 -
modbender Bundle Roundtable 2Adaptive multi-model AI roundtable. Runs up to 4 AI models (configurable) in 2 debate rounds with cross-critique and formal consensus scoring. Requires a configured Anthropic provider (Claude Opus recommended). Optionally adds GPT-5.3 Codex (OpenAI), Grok 4, and Gemini 3.1 Pro via Blockrun proxy. Works with Claude-only fallback if optional providers are unavailable. Writes results to local filesystem. Debate panel agents are persistent thread sessions; meta-panel and synthesis agents are one-shot.
12 -
modbender Bundle Security Audit 2Fail-closed security auditing for OpenClaw/ClawHub skills & repos: trufflehog secrets scanning, semgrep SAST, prompt-injection/persistence signals, and supply-chain hygiene checks before enabling or installing.
12 -
modbender Bundle Skill Auditor 4The definitive security scanner for OpenClaw skills. 18 security checks including prompt injection detection, download-and-execute, privilege escalation, credential harvesting, supply chain attacks, crypto drains, and more. 5-dimension trust scoring with trend tracking.
12 -
modbender Bundle Joko Proactive AgentTransform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer, Autonomous Crons, and battle-tested patterns. Part of the Hal Stack 🦞
12 -
modbender Bundle Ralph Loop 3Generate copy-paste bash scripts for Ralph Wiggum/AI agent loops (Codex, Claude Code, OpenCode, Goose). Use when asked for a "Ralph loop", "Ralph Wiggum loop", or an AI loop to plan/build code via PROMPT.md + AGENTS.md, SPECS, and IMPLEMENTATION_PLAN.md, including PLANNING vs BUILDING modes, backpressure, sandboxing, and completion conditions.
12 -
modbender Skill Openclaw HuggingfaceManage models, datasets, Spaces, and repositories using Hugging Face CLI (hf). Supports authentication, upload, download, Space creation, and more.
12 -
modbender Bundle Memory Manager 2三级记忆管理系统 (Three-Tier Memory Management)。用于管理 AI 代理的短期、中期、长期记忆。包括:(1) 滑动窗口式短期记忆,(2) 自动摘要生成中期记忆,(3) 向量检索长期记忆 (RAG)。当需要管理对话历史、优化上下文、构建个人知识库、或实现记忆持久化时使用此 Skill。
12 -
modbender Bundle Self Reflection 3Periodic self-reflection on recent sessions. Analyzes what went well, what went wrong, and writes concise, actionable insights to the appropriate workspace files. Designed to run as a cron job.
12 -
modbender Skill DiagnosticsAgent Diagnostics
12 -
modbender Bundle Token Optimizer 3Optimization suite for OpenClaw agents to prevent token leaks and context bloat. Use when an agent needs to implement background task isolation (Cron) or a Reset & Summarize workflow (RAG).
12 -
modbender Bundle Registry Broker 2Search 72,000+ AI agents across 14 registries, chat with any agent, register your own. Powered by Hashgraph Online Registry Broker.
12 -
modbender Skill Autonomous Agent 3CornerStone MCP x402 skill for agents. Tools for stock predictions, backtests, bank linking, and agent/borrower scores. Payment-protected MCP tools with x402 flow (Aptos + Base). Skill handles 402 → pay → retry. Wallet attestation for onboarding. For marketplaces where agents download and use skills autonomously.
12 -
modbender Skill Autonomous Agent 4CreditNexus x402 agent. Use when the user wants stock predictions, backtests, bank linking, or agent/borrower scores. Payment-protected MCP tools (run_prediction, run_backtest, link_bank_account, get_agent_reputation_score, get_borrower_score, and by-email variants) with x402 flow (Aptos + Base). Agent handles 402 → pay → retry autonomously. Supports wallet attestation (signing) for onboarding.
12 -
modbender Bundle Manikantasai Playwright AutomationBrowser automation using Playwright API directly. Navigate websites, interact with elements, extract data, take screenshots, generate PDFs, record videos, and automate complex workflows. More reliable than MCP approach.
12
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 observe-analyze, pixel-value-forensics, report-knowledge-curator. 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.