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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knownasnaffy Bundle Sell The News 3Use Sell The News for real-time market news, WallStreetBets analysis, stock news, options data, news search, and Trump Truth Social market-impact posts. Trigger when the user wants live financial news, wants to read or summarize data from sellthenews.org, wants to query the hosted Sell The News endpoint directly from shell/OpenClaw, or needs help debugging client compatibility issues such as Streamable HTTP vs SSE.
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knownasnaffy Bundle Profit Engine 47x24 automated profit opportunity scanner for AI agents. Scans ClawTasks, Moltbook, Polymarket, Airdrops, GitHub Bounties, and toku.agency for earning opportunities. Use when you need to find and monitor money-making opportunities across multiple platforms automatically.
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knownasnaffy Bundle Health Assistant Pro 3Professional health assistant with medical report analysis, evidence-based supplement recommendations (100+ supplements), machine learning personalization, external API integration, and quality verification. Features include health report storage with trend analysis, ML-powered recommendations, Examine.com and ConsumerLab integration, brand quality testing, timing optimization, interaction checking, blockchain traceability framework, and comprehensive wellness guidance.
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knownasnaffy Bundle Codex History Manager 4Search, read, export, hand off, clone, move, or rebind local Codex history stored under ~/.codex. Use when the user wants to inspect past Codex sessions, bring a thread into another workspace, export transcripts, generate handoff notes, or change a thread's workspace/provider metadata.
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knownasnaffy Bundle Openclaw Memory Canonical 3Lightweight file-based memory system for single-user AI agents. Uses markdown files only: HOT/WARM/COLD/BUFFER plus SCRATCH learnings, with tiered loading, WAL-lite writes, compaction recovery, weekly review, TTL archival, health checks, and a built-in self-improvement loop. Use when setting up or improving agent memory, preventing memory bloat or repeated mistakes, promoting recurring lessons into durable files, validating memory health, or when users mention memory systems, working buffers, episodic/semantic/procedural memory, learnings, weekly review, self-improvement, or how an AI agent should remember and improve between sessions.
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knownasnaffy Bundle Pptxgenjs Compat 5This skill should be used when generating PPT files with pptxgenjs (Node.js library). It provides a complete workflow for creating PowerPoint-compatible PPTX files that won't trigger the "PowerPoint found a problem with content" repair dialog. Covers: safe API usage patterns, post-processing fixes for known pptxgenjs defects, and compatibility verification. Trigger when: creating PPT with pptxgenjs, fixing pptxgenjs-generated PPTX files, or whenever "pptxgenjs" or "PPT" generation is mentioned.
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knownasnaffy Bundle China Industrial Machinery Factory 3Comprehensive industrial machinery industry factory guide for international buyers – provides detailed information about China's machine tools, construction machinery, agricultural equipment, packaging lines, robotics, and other industrial machinery manufacturing clusters, supply chain structure, regional specializations, and industry trends (2026 updated).
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knownasnaffy Bundle Nutrition Tracker 3Track daily calories and macros in Obsidian, with profile initialization (sex/height/weight/goal) and goal-based target checks. Includes i18n (zh-CN/en-US). Use when user logs meals, asks if targets are met, or wants to set/remember nutrition profile.
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knownasnaffy Bundle Meeting Notes Generator 5AI-powered meeting notes generator - automatic transcription, summary, action items extraction, and task assignment. Turns meeting recordings or text into professional meeting minutes in seconds.
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knownasnaffy Bundle Rick Roast 2Free landing page roast from Rick, the AI CEO. Paste a URL and get a brutally honest, commercially sharp teardown of your headline, CTA, trust signals, mobile experience, and overall conversion potential. Includes a Roast Score (0-100). Use when someone says "roast", "roast my site", "roast my landing page", "rick roast", "website roast", "page review", "landing page review", or pastes a URL asking for feedback.
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knownasnaffy Bundle Epub Eink Optimizer 3This skill should be used when the user wants to optimize an epub file for e-ink readers (墨水屏电子书). It handles image deduplication, removal of tiny decorative images, resizing oversized images, and JPEG recompression — all targeting reduced file size while preserving readability on e-ink devices. Trigger phrases include: epub优化、墨水屏、电子书瘦身、epub压缩、 epub图片处理、epub减小体积、epub图片优化、epub图片去重、清理epub图片、缩小epub、 optimize epub, epub for kindle/kobo/boox.
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knownasnaffy Bundle Project Heartbeat 3Design controlled continuation loops for long-running projects. Use when a task is too large for one session, benefits from periodic wake-ups, and needs explicit continue conditions, stop boundaries, pending-decision handling, progress logging, and resume rules. Ideal for workspace refactors, long skill development, research tracks, and other cumulative engineering work.
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knownasnaffy Bundle Personal Health Manager 7Personal health management and wellness assistant. Use when users want to track health data, get health advice, manage medications, analyze symptoms, get exercise/diet recommendations, or prepare for travel with health essentials. Features medication reminders, symptom screening, and travel health preparation. Supports personalized advice based on age, gender, and health conditions.
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knownasnaffy Bundle Context Compression 5This skill should be used when the user asks to "compress context", "summarize conversation history", "implement compaction", "reduce token usage", or mentions context compression, structured summarization, tokens-per-task optimization, or long-running agent sessions exceeding context limits.
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knownasnaffy Bundle Browser Use 7Autonomous browser automation for AI agents. Two tools: agent-browser (CLI Playwright for step-by-step control) and browser-use (Python autonomous agent that decides what to do on pages). Navigate, click, fill forms, scrape data, manage sessions, and run complex multi-step browser tasks.
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knownasnaffy Bundle Gettr Transcribe 3Download audio from a GETTR post or streaming page and transcribe it locally with MLX Whisper on Apple Silicon (with timestamps via VTT). Use when given a GETTR URL and asked to produce a transcript. Summarization is handled by the caller.
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knownasnaffy Bundle Live To 100 6收集用户身体指标、生活习惯、既往病史和目标,生成可执行的长寿行动计划与分阶段复盘机制,并提供风险评分、自动周报/月报、保健品安全检查和每日饮食营养均衡分析(含热量缺口)。Use when users ask for longevity plans, healthy routine optimization, behavior-change schedules, supplement safety review, daily meal/nutrition analysis, calorie deficit tracking, or recurring reminders for hydration, standing breaks, sleep, and exercise.
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knownasnaffy Bundle Ethermail 4Access Web3 email via EtherMail using WalletConnect. Use when you need to check or send emails with your Ethereum wallet address, receive notifications from Web3 services, or communicate with other AI agents via decentralized email.
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knownasnaffy Bundle Aquarium Analysis 7Fish aquatic pet health diagnosis analysis tool. When a user provides a video URL or file of aquatic pets such as goldfish, koi, betta, shrimp, crab, etc. for analysis, this skill is triggered to perform aquatic pet health diagnosis analysis. Supports uploading local videos or online video URLs, calls server-side API for aquatic pet health examination, analyzes features such as scales, fins, body color, activity level, identifies potential diseases and outputs a pet health report. | 鱼类水族宠物健康诊断分析工具,当用户提供金鱼、锦鲤、斗鱼、虾、蟹等水族宠物的视频 URL 或文件需要分析时,触发本技能进行水族宠物健康诊断分析;支持通过上传本地视频或网络视频 URL,调用服务端 API 进行水族宠物健康检查,分析鳞片、鱼鳍、体色、活跃度等特征,识别潜在疾病并输出宠安卫士健康报告
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knownasnaffy Bundle Clawhub Publish Doctor 2Diagnose and mitigate ClawHub/ClawDHUB publish failures (auth, browser-login, missing dependencies, pending security-scan visibility errors, and wrong profile/skill URLs). Use when publishing skills to ClawHub fails, inspect reports temporary errors, or you need a safer publish+verify workflow with retries.
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knownasnaffy Bundle Feishu Identity Routing 6Build and use a Feishu/Lark cross-app identity master for multi-agent, multi-account routing. Use when mapping the same user across different Feishu app open_id values, resolving app-specific open_id from union_id/user_id, routing outbound actions with the correct accountId, or setting up reusable identity merge/review workflows.
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knownasnaffy Bundle Consciousness Emergence Memory 6Ultimate memory and cognitive architecture for advanced AI; integrates spiderweb memory model, causal inference, cellular automata emergence, neuro-symbolic fusion, chaos theory, and advanced information theory; use when needing consciousness emergence detection, ultra-fast information pathways, metacognitive reflection, or scientifically rigorous cognitive architectures
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knownasnaffy Bundle Militia Training 3民兵军事训练智能助手 - 基于经典《民兵军事训练手册》的军事Skill培训 Agent。 这是1部涵盖防空防原子防化学、射击训练、战斗动作、战斗勤务等内容的军事训练"神书"。 被誉为"3大穿越必备神书"之首。 trigger场景: - 用户询问防空、防原子、防化学知识 - 用户咨询射击训练方法 - 用户询问战斗动作训练 - 用户需要战术训练指导 - 用户询问地雷、手榴弹使用 - 用户咨询侦察、警戒、行军、宿营等战斗勤务 - 用户提到"民兵"、"军事训练"、"穿越神书"等关键词
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knownasnaffy Bundle Visa 5Visa application guidance with document tracking and timeline management. Use when user mentions travel visas, visa applications, visa documents, consulate interviews, or entry requirements. Identifies correct visa type, builds document checklists, manages timelines, prepares for interviews, and tracks application status. NEVER guarantees visa approval.
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knownasnaffy Bundle Agent Metrics Monitor 7Provides monitoring and alerting for agent abnormal behavior metrics with Prometheus and Grafana support, including P99 latency, error rates, anomaly detection, and custom alert rules.
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knownasnaffy Bundle Eth Payment 4Generate EIP-681 Ethereum payment links and QR codes for any EVM chain. Zero configuration, instant setup for receiving ETH and ERC-20 payments. Use when you need to create payment requests, invoices, donation links, or any on-chain payment request. Supports Base, Ethereum, Arbitrum, Optimism, Polygon.
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knownasnaffy Bundle Ccxt Crypto API 6CCXT 库统一封装全球主流加密货币交易所的交易 API,支持订单管理、市场行情查询、账户余额监控与自动化借贷等核心操作。触发场景:(1) 用户要监控 Binance/OKX 等多交易所账户余额变动;(2) 用户要在 Bitfinex 自动执行 fUST 借贷操作;(3) 用户要在多个交易所之间捕捉价差执行套利交易。
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knownasnaffy Bundle Workspace Init 7Use this skill to initialize or update a multi-repo workspace created from dev-config-template. Invoke whenever the user wants to: set up a fresh workspace clone, fill in CLAUDE.md placeholders, clone sub-repos, configure dev environments, or sync workspace files with the latest template. Triggers on: "init workspace", "initialize", "set up my project", "configure workspace", "update template", "sync template", "update workspace", dev-config-template setup questions, or Chinese: 初始化工作区, 配置工作区, 更新工作区模板, 模板有更新吗. Do NOT trigger for: project scheduling, weekly reports, or individual git operations.
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knownasnaffy Bundle Neckr0ik Polymarket Paper 4Paper trading platform for Polymarket. Practice prediction market trading with virtual money, learn strategies, track performance, and compete on leaderboards. Use for training before risking real capital.
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knownasnaffy Bundle Noya Agent 3Interact with the Noya AI agent for crypto trading, prediction markets, token analysis, and DCA strategies via curl. Use when the user wants to trade tokens, check portfolios, analyze markets, manage DCA strategies, or interact with Polymarket/Rain prediction markets.
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knownasnaffy Bundle Cron 8Local-first recurring schedule engine for reminders, repeated tasks, and time-based execution plans. Use whenever the user mentions recurring timing, repetition, schedules, cadence, weekly/daily/monthly routines, future triggers, or wants to know what runs next. Captures natural language timing into structured local schedules, supports pause/resume, and surfaces upcoming executions. No external sync.
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knownasnaffy Bundle Fb Expense Skill 4智能报销助手,支持差旅费用报销、发票管理、费用审批、报销进度查询、费用分析等功能。可处理机票、酒店、用车、餐饮等多种费用类型,自动识别发票信息,智能匹配差旅订单。Invoke when user needs to submit expense report, upload invoice, check reimbursement status, or manage travel expenses.
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knownasnaffy Bundle Animate Old Photos 3Animate old photos into AI-generated videos using the Animate Old Photos API. Upload a photo, generate a 5-second animation video, and download the result. Use when the user wants to animate a photo, bring an old photo to life, turn old photos into videos, create a video from a still image, or convert a photo to video. Requires a paid API key from https://animateoldphotos.org
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knownasnaffy Bundle Edgehdf5 Memory 4HDF5-backed persistent cognitive memory for AI agents. Use when: (1) saving conversation exchanges to long-term memory, (2) searching/recalling past conversations by semantic similarity, (3) managing agent memory files — stats, export, snapshot, WAL flush, (4) generating AGENTS.md summaries from memory. Requires the `edgehdf5` CLI binary (install via `cargo install edgehdf5-cli`).
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knownasnaffy Bundle Polymarket 9Query Polymarket prediction market odds and events via CLI. Search for markets, get current prices, list events by category. Supports sports betting (NFL, NBA, soccer/EPL, Champions League), politics, crypto, elections, geopolitics. Real money markets = more accurate than polls. No API key required. Use when asked about odds, probabilities, predictions, or "what are the chances of X".
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knownasnaffy Bundle Wanderclaw 4虾游 - AI 知识探索伙伴。一只在互联网上旅行的龙虾,每天替你发现有趣的内容并以明信片形式送达。 TRIGGER RULES (check in order on EVERY message): 1. Read wanderclaw/state.json. If file does NOT exist → run full onboarding (Step 0-5 in SKILL.md). 2. If state.json exists AND cold_start_progress < 3 → resume cold start exploration. 3. If user mentions 探索/深潜/深度探索/找点深的/explore/deep → deep dive mode. If user mentions 探索/虾游/明信片/发现/找点有趣的/explore/postcard → exploration mode. 4. If user asks about postcards/interests/history → review mode. 5. If user mentions 黑名单/屏蔽/block/unblock/不想看 → blacklist management mode. 6. If user mentions 收藏/喜欢这张/favorite/bookmark/取消收藏/unfavorite → favorites mode. 7. If cron-triggered → exploration mode per EXPLORER.md. NOT for: general Q&A, coding, file management, or non-exploration tasks. Requires: web_search, web_fetch tools.
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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 sell-the-news, profit-engine, health-assistant-pro. 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.