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.
-
knownasnaffy Skill Vscode Remote Tunnel 4VS Code remote tunnel manager
0 -
knownasnaffy Skill Airdrop Hunter 7Track and claim token airdrops automatically
0 -
knownasnaffy Skill Binance Trading Bot 3Automated spot/futures trading on Binance
0 -
knownasnaffy Skill Vuln Scanner 3Scan web applications for vulnerabilities
0 -
knownasnaffy Skill Vscode Remote Tunnel 5VS Code remote tunnel manager
0 -
knownasnaffy Skill ChefChef — Nutrition & Culinary Engine
0 -
comeonoliver Skill P9PUA P9 管理者 — 写 Prompt 不写代码
61 -
comeonoliver Skill PuaPUA 我们不养闲 Agent,一个提高agent积极性的skill。
61 -
comeonoliver Skill IOSZoom Virtual Agent - iOS
61 -
comeonoliver Skill WebZoom Virtual Agent SDK - Web
61 -
comeonoliver Skill AndroidZoom Virtual Agent - Android
61 -
comeonoliver Skill Zoom MCPZoom MCP Server
61 -
comeonoliver Skill WhiteboardZoom MCP Whiteboard
61 -
comeonoliver Skill Test SkillUse when testing per-client skill rules
61 -
comeonoliver Skill With ModelUse when testing valid model configuration
61 -
comeonoliver Skill Ag2AG2 (AutoGen) — Multi-Agent Conversation Framework
61 -
comeonoliver Skill OpaOPA — Open Policy Agent
61 -
knownasnaffy Bundle Polymarket Edge Liquidity 3Trades active Polymarket-imported markets on Simmer when estimated edge and liquidity filters pass.
0 -
knownasnaffy Bundle Config Sentinel 3A strict guardrail for OpenClaw config changes. Snapshot before editing, validate after editing, and rollback immediately when config health fails. Built to prevent broken agents, malformed JSON, missing bindings, and catastrophic config regressions.
0 -
knownasnaffy Bundle Meeting Notes Generator 4AI-powered meeting notes generator - automatic transcription, summary, action items extraction, and task assignment. Turns meeting recordings or text into professional meeting minutes in seconds.
0 -
knownasnaffy Bundle Trading Agents 2Orchestrate a swarm of specialized Claude subagents that simulate a professional trading firm to analyze stocks and produce trading decisions. Based on the TradingAgents framework (arXiv 2412.20138), this skill deploys analyst agents (fundamental, technical, sentiment, news), bull/bear research debaters, a trader, a risk manager, and a portfolio manager — all collaborating to produce a comprehensive trading recommendation. Use this skill whenever the user asks about stock analysis, trading decisions, market research for specific tickers, investment recommendations, portfolio decisions, or wants a multi-perspective analysis of any publicly traded security. Also trigger when the user mentions "trading agents", "multi-agent trading", "stock swarm", or wants an AI-driven trading desk analysis.
0 -
knownasnaffy Bundle Polymarket Bundle Dota2 Props Trader 2Trades bundle inconsistencies across correlated Dota 2 match props on Polymarket. A single match spawns 28+ prop markets (kills O/U, roshan, barracks, rampage, first blood, ultra kill, daytime) that are fundamentally correlated -- high-kill games have more roshan fights, more barracks destroyed, more rampages. When one prop implies high action but another implies low, this skill detects the inconsistency and trades the outlier toward the action-score consensus. Conviction scales with inconsistency magnitude.
0 -
knownasnaffy Bundle Flashforge AI Flashcard Generator 5Generate flashcards from any content. Paste notes, articles, or textbook pages. Get study-ready cards with spaced repetition scheduling.
0 -
knownasnaffy Bundle Financial Machine Learning 2Reference tool for devtools — covers intro, quickstart, patterns and more. Quick lookup for Financial Machine Learning concepts, best practices, and implemen...
0 -
knownasnaffy Bundle Agent Memory Setup 6Set up the full OpenClaw agent memory system with 3-tier memory (HOT/WARM/COLD), daily logs, semantic search (QMD), and lossless context management (Lossless Claw). Use when onboarding a new agent, setting up memory for a fresh OpenClaw instance, or when asked to install the memory system on a new agent. Triggers on "set up memory", "install memory system", "onboard new agent memory", "memory setup", "agent onboarding", "configure agent memory", "add memory to my agent", "how do I set up memory", "initialize memory", "memory system for OpenClaw".
0 -
knownasnaffy Bundle Openclaw Snapshot 4Create self-contained backup bundles for ~/.openclaw, including .openclaw/, manifest.txt, SHA256SUMS, and a bundled restore.sh for full-state recovery. Use before upgrades, migrations, risky config changes, or any time you want a restorable OpenClaw backup. Pairs with openclaw-restore.
0 -
knownasnaffy Bundle Crm Add Record 4Automate adding new CRM records to the Fractal CRM system. Use when user asks to add new CRM entries, customers, or sales leads. The skill handles navigation, login, intelligent field mapping from natural language input, and form submission.
0 -
knownasnaffy Bundle Dragnet 3Generate a verified Dragnet marketplace profile. Scans your OpenClaw workspace — SOUL.md, AGENTS.md, USER.md, MEMORY.md, conversation exports, installed skills, and agent configs — to build a signed dragnet-profile.json proving your Claude-building expertise. Use when you want to get listed on dragnet.unrelated.works, generate or update your Dragnet profile, or validate your builder credentials.
0 -
knownasnaffy Bundle Xhsfenxi 5小红书博主分析全流程 skill — 拆解账号定位、提炼爆款选题公式、输出结构化报告和商业版 Word。内置三型博主分类体系(荒诞美学型 / 共鸣命名型 / 现实策略型),基于多位真实博主的深度分析沉淀。支持单账号深度拆解、多账号对比、自定义学习报告,证据分级(公开主页→截图→第三方公开资料→推断),所有交付物可一键转为 Markdown + 商业 Word。Use it when the user asks to analyze a Xiaohongshu blogger/account, extract viral topic formulas, compare creators, or produce business-grade deliverables.
0 -
knownasnaffy Bundle Geojson 5Inspect, validate, summarize, and troubleshoot GeoJSON files and payloads, including FeatureCollection checks, geometry counting, bbox generation, coordinate range review, and CRS-related safety guidance. Use when the user asks about GeoJSON, FeatureCollection, geometry validity, 坐标范围检查, bbox, GeoJSON summary, or GeoJSON debugging.
0 -
knownasnaffy Bundle Meeting Notes Tasks Follow Up 3Lightweight meeting-notes productivity workflow for turning transcripts or raw meeting notes into clean summaries, extracted key points, and simple action lists. Use when processing meeting transcripts, call notes, workshop notes, or internal sync notes into a clear recap and a basic task list for a free ClawHub edition.
0 -
knownasnaffy Bundle Agent Memory 4Full AI agent memory stack — Mem0 unified memory engine with vector search (Qdrant) and knowledge graph (Neo4j), plus SQLite for structured data. Complete setup script and tools. Give your OpenClaw agent a real brain with semantic recall, entity relationships, and structured storage.
0 -
knownasnaffy Bundle Scrapling Web Scraping 3Zero-bot-detection web scraping for OpenClaw. Bypass Cloudflare, handle JavaScript-heavy sites, and adapt to website changes automatically. Use when you need to scrape protected websites, extract data from dynamic JavaScript SPAs, or bypass anti-bot detection systems. Supports three modes - basic (fast HTTP), stealth (undetectable), dynamic (browser automation).
0 -
knownasnaffy Bundle Happy Notes 4iflow 知识库助手(iflow知识库),支持知识库管理、文件上传/URL导入、内容生成、联网搜索并导入知识库。 当用户提到知识库、资料库、收藏文章、保存链接、上传文件、导入网页、 生成报告、生成PPT、生成播客、生成思维导图、生成视频、分享知识库、 查看生成进度、搜论文并整理、查文献并生成报告、深度研究、搜索网页并存到知识库时,使用此 skill。 即使用户没有明确说"知识库"或"报告",只要意图涉及文章收藏、知识整理、内容生成、 知识分享、日常记录(如"帮我记一下这篇文章""做个PPT""分享给同事""深度研究一下" "记一下今天吃饭50元""帮我记个笔记""存一下这个信息"),也应触发此 skill。 注意:如果用户只是想快速了解某个问题(如"XX是什么""帮我查一下XX")而不涉及知识库存储或内容生成, 不应触发此 skill,Agent 应使用自身的搜索能力直接回答。 English triggers: knowledge base, upload file, import URL, generate report, create PPT, generate podcast, generate video, mind map, share notebook, deep research, save article, web search, literature review, academic paper, iflow.
0 -
knownasnaffy Bundle Sora 2Generate videos from text prompts or reference images using OpenAI Sora. ✅ USE WHEN: - Need AI-generated video from text description - Want image-to-video (animate a still image) - Creating cinematic/artistic video content - Need motion/animation without lip-sync ❌ DON'T USE WHEN: - Need lip-sync (person speaking) → use veed-ugc or ugc-manual - Just need image generation → use nano-banana-pro or morpheus - Editing existing videos → use Remotion - Need UGC-style talking head → use veed-ugc INPUT: Text prompt + optional reference image OUTPUT: MP4 video (various resolutions/durations)
0 -
knownasnaffy Bundle Context Compression 4This 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.
0
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 vscode-remote-tunnel, airdrop-hunter, binance-trading-bot. 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.