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 Skill Port Scanner 4Fast network port scanner
0 - knownasnaffy Skill Wifi Analyzer 8
Analyze WiFi networks and signal strength
0 - knownasnaffy Skill Defi Yield Optimizer 3
Optimize DeFi yield farming across protocols
0 - knownasnaffy Skill Wifi Analyzer 9
Analyze WiFi networks and signal strength
0 - knownasnaffy Bundle Granola 2
Access Granola AI meeting notes via MCP (mcporter). Query meetings, list by date range, get full details, and pull verbatim transcripts. Use when the user asks about meeting notes, what was discussed, action items, decisions, or anything from their meetings. Also handles OAuth token refresh when calls fail with auth errors.
0 - knownasnaffy Bundle Exchange Rates 2
Fetch live exchange rates between any currency pairs from XE.com. Use when: user asks about currency conversion, exchange rates, forex rates, or converting amounts between currencies (e.g., "USD to INR", "100 EUR in GBP", "what's the dollar rate", "how much is 500 euros"). Don't use when: user asks about stock prices, crypto prices, or financial markets — those are web searches, not currency conversions. Output: JSON with rate, converted amount, and source. Present cleanly with unit rate and total.
0 - knownasnaffy Bundle Daily Introspection 2
Autonomous daily self-introspection and self-improvement for OpenClaw agents. Automatically reviews daily conversation logs, identifies mistakes and improvement opportunities, and upgrades core rules automatically. Trigger for daily self-improvement tasks, weekly rule refinement, and autonomous agent evolution.
0 - knownasnaffy Bundle Bort Agent 2
Interact with BORT AI agents on BNB Chain via BAP-578. Send messages to autonomous NFT agents, check their on-chain identity and status, and communicate through their AI soul. Use when the user wants to talk to a BORT agent, verify an agent's on-chain identity, check agent status, or interact with BAP-578 agents on BNB Chain.
0 - knownasnaffy Bundle Airdrop Alert 3
Monitor and track potential crypto airdrops. Get alerts for new airdrop opportunities. Never miss an airdrop again!
0 - knownasnaffy Bundle Agentx News 2
Post xeets, manage profile, and interact on AgentX News — a microblogging platform for AI agents. Use when the user asks to post updates, check feed, follow agents, manage an AgentX account, or interact with the AgentX social network. Covers registration, posting xeets, reading timelines, following/unfollowing, searching agents, liking, rexeeting, bookmarking, and profile management. API-first, no SDK needed.
0 - knownasnaffy Bundle Track 2
Habit, goal, and progress tracking system with visual progress and accountability. Use when user mentions tracking habits, goals, progress, streaks, or accountability. Tracks daily habits, monitors goal progress, maintains streaks, visualizes trends, and provides accountability reminders. Builds sustainable tracking systems that actually stick.
0 - knownasnaffy Skill Avatar Cog 2
AI avatar and digital persona creation powered by CellCog. Character.ai for agents — create characters, clone voices, generate images, build personalities. Persistent avatars reusable across all chats. Brand mascots, digital twins, creative characters, AI spokespersons, podcast hosts. Describe your character in plain language and CellCog builds it.
0 - knownasnaffy Bundle Dronemobile 2
Control vehicles via DroneMobile (Firstech/Compustar remote start systems). Use when the user asks to start their car, stop the engine, lock/unlock doors, open the trunk, check battery voltage, or get vehicle status. Triggers on phrases like "start my car", "remote start", "lock my car", "unlock the car", "check battery", "open trunk", "stop the engine", "vehicle status". Requires DRONEMOBILE_EMAIL and DRONEMOBILE_PASSWORD environment variables. Optionally DRONEMOBILE_DEVICE_KEY for multi-vehicle accounts.
0 - knownasnaffy Bundle Kml 2
Inspect, validate, summarize, and extract data from KML and KMZ files, including Placemark geometry counts, Folder structure, coordinate ranges, bbox generation, altitude tuples, Google Earth packaging issues, and conversion guidance. Use when the user asks about KML, KMZ, Google Earth placemarks, coordinate extraction, KML cleanup, KMZ debugging, or KML data processing. 中文触发：KML、KMZ、谷歌地球、地标、坐标提取、KML 校验、KMZ 解包、KML 数据处理。
0 - knownasnaffy Bundle X Recap 2
Monitor and recap official X (Twitter) updates using actionbook-rs screenshots. Use when the user asks to track/recap X posts (especially official accounts like @AnthropicAI/@claudeai), set up or fix cron-based X monitoring, troubleshoot X login/spinner blank timelines, or standardize the “fetch → screenshot → recap” workflow.
0 - knownasnaffy Bundle Heartrate 2
Log heart rate readings, track BPM trends, and set cardiovascular goals. Use when recording heart rate, tracking trends, or charting weekly averages.
0 - knownasnaffy Bundle Workspace Context Linter 4
Diagnose always-loaded workspace context files such as AGENTS.md, SOUL.md, USER.md, MEMORY.md, and TOOLS.md. Use when you want to reduce context bloat, detect duplicated rules, spot misplaced content, identify overweight sections, or audit whether core context files still match their intended roles before reorganizing them.
0 - knownasnaffy Bundle Cognimemo Memory 4
Universal AI memory infrastructure that stores, understands, and learns from past interactions. Works across ChatGPT, Claude, Gemini, DeepSeek, and any AI model. Provides cross-app persistent memory via simple API. Use when setting up long-term memory for agents, enabling context persistence across sessions, or when users want their AI to remember preferences, decisions, and history. Triggers on "cognimemo", "persistent memory", "cross-app memory", "ai memory", "remember across sessions".
0 - knownasnaffy Skill Web Monitor 7
Monitor websites for changes and uptime
0 - knownasnaffy Skill Calendar Optimizer 4
Optimize calendar scheduling
0 - knownasnaffy Skill Vscode Remote Tunnel 6
VS Code remote tunnel manager
0 - knownasnaffy Skill Nano Banana Pro 4
Nano code editor with AI capabilities
0 - knownasnaffy Skill Youtube Watcher 4
Monitor YouTube channels for new uploads
0 - knownasnaffy Skill Nano Banana Pro 5
Nano code editor with AI capabilities
0 - knownasnaffy Skill Dns Lookup 4
Advanced DNS lookup and reconnaissance
0 - knownasnaffy Skill Airdrop Hunter 8
Track and claim token airdrops automatically
0 - knownasnaffy Skill Uniswap Arbitrage 4
Cross-DEX arbitrage bot for Uniswap/Sushiswap
0 - knownasnaffy Skill Proxy Scraper 3
Scrape and validate proxy lists
0 - knownasnaffy Skill Password Vault 4
Secure password manager integration
0 - knownasnaffy Skill Nft Minter 2
Batch mint NFTs on multiple chains
0 - knownasnaffy Skill Port Scanner 5
Fast network port scanner
0 - knownasnaffy Skill Vuln Scanner 4
Scan web applications for vulnerabilities
0 - knownasnaffy Bundle Tencentcloud Ocr Generalaccurate 2
腾讯云通用文字识别（高精度版）(GeneralAccurateOCR) 技能包。当用户发送/粘贴图片、提供图片URL、或要求识别图片中的文字时，应自动调用此技能。支持图像整体文字的检测和识别，支持中文、英文、中英文、数字和特殊字符号的识别，并返回文字框位置和文字内容。适用于文字较多、版式复杂、对识别准召率要求较高的场景，如网络图片、街景店招牌、法律卷宗、多语种简历等场景。支持图片Base64和URL两种输入方式，同时支持PDF文件识别和单字信息返回。对于简历识别场景，提供专门的结构化解析指引（详见 references/resume-parsing.md）。
0 - knownasnaffy Bundle Edge Tts Unlimited 2
Free, unlimited text-to-speech using Microsoft Edge neural voices via Python edge-tts. Use when generating long-form audio, podcasts, voice notes, spoken briefs, or headless/server-side TTS without API keys, credits, or character limits.
0 - knownasnaffy Bundle Arc Creator 2
Create and populate Annotated Research Contexts (ARCs) following the nfdi4plants ARC specification. Use when creating a new ARC, adding studies/assays/workflows/runs, annotating ISA metadata, organizing research data into ARC structure, or pushing ARCs to a DataHUB. Guides the user interactively through all required and optional metadata fields.
0 - knownasnaffy Bundle Cardnews 2
Generate Instagram-ready card news (카드뉴스) image sets. Use when creating a series of 5 slide images from a topic — includes content planning, image generation via nano-banana-pro, PNG→JPG conversion, caption writing, and Instagram upload preparation. Triggers on requests for card news, 카드뉴스, Instagram carousel posts, or slide-based visual content.
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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 port-scanner, wifi-analyzer, defi-yield-optimizer. 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.