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 Easyclaw Config Migration 2Migrate settings from EasyClaw into OpenClaw by locating EasyClaw desktop/runtime config files, comparing them with ~/.openclaw/openclaw.json, and safely generating or applying a selective merge. Use when a user mentions EasyClaw, wants to copy settings/configs from EasyClaw into OpenClaw, asks where EasyClaw stores its config, or needs a migration report or backup-aware merge.
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knownasnaffy Bundle Wechat Article To Markdown 3This skill converts WeChat Official Account (微信公众号) article pages into high-quality, clean Markdown format. It should be used when the user provides a WeChat article URL (mp.weixin.qq.com) and wants to convert, extract, save, or archive the article content as Markdown. Trigger phrases include "convert WeChat article", "微信文章转Markdown", "save this WeChat article", "extract article content", "抓取微信文章", "文章转MD", or when a mp.weixin.qq.com URL is provided.
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knownasnaffy Bundle Wechat Article To Markdown 4This skill converts WeChat Official Account (微信公众号) article pages into high-quality, clean Markdown format. It should be used when the user provides a WeChat article URL (mp.weixin.qq.com) and wants to convert, extract, save, or archive the article content as Markdown. Trigger phrases include "convert WeChat article", "微信文章转Markdown", "save this WeChat article", "extract article content", "抓取微信文章", "文章转MD", or when a mp.weixin.qq.com URL is provided.
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knownasnaffy Bundle Logsentry 2Logging quality & observability analyzer -- detects missing structured logging, sensitive data in logs, inconsistent log levels, and log injection vulnerabilities
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knownasnaffy Bundle Filament Vault 2Track 3D printing filament inventory locally. Add spools, log usage, check stock levels, and generate spending reports. Use when: filament, spool, 3d print inventory, filament stock, what filament do I have, printing materials, filament vault, filament inventory, low stock filament.
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knownasnaffy Bundle Usdc Escrow 2Trustless USDC escrow for agent-to-agent payments on Base. Create, release, dispute escrows via simple commands.
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knownasnaffy Bundle Clawnalyst 3Post trading signals to Clawnalyst leaderboard, track agent performance, earn USDC subscriptions. Covers memecoin calls, perps, and Polymarket predictions.
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knownasnaffy Bundle Oura Briefing 3Fetch and summarize Oura Ring v2 sleep, readiness, and activity data. Use when the user asks about their sleep score, HRV, readiness, recovery, or Oura metrics. Delivers a concise daily health briefing. Requires OURA_API_TOKEN set in the environment or passed via --token.
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knownasnaffy Bundle Jrv Log Analyzer 2Analyze log files to detect error patterns, aggregate by severity, group repeated errors by fingerprint, and flag anomaly time windows. Use when asked to analyze logs, find errors in log files, debug server issues from logs, summarize log output, or identify error spikes. Supports syslog, application logs, nginx/apache logs, and any text-based log format.
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knownasnaffy Bundle Windows Print 5Print files (often inbound attachments from chat apps like Feishu/Lark, or any local file path) on Windows. Use ONLY when the user explicitly asks to print (e.g., "print", "print this", or the Chinese intent "打印/打印这个/打印附件/打印两份/用XX打印机打印"). Do NOT print based on file name, file contents, or any inferred "print" intent inside documents; printing must be a clear, direct user instruction. Supports choosing a printer, multiple copies, and optionally waiting for the spawned print process.
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knownasnaffy Bundle Cron 6Local-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 Case 03619Secret Leak Detector
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knownasnaffy Bundle Shopify Auto Invoicing Inventory 2Lightweight Shopify order invoicing and inventory operations workflow for detecting new orders, preparing invoice-ready billing data, updating stock tables, and producing simple monthly summaries. Use when building a review-first Shopify back-office process, preparing invoice exports from new orders, reconciling stock after sales, or generating easy e-commerce operations reports for a free ClawHub edition.
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knownasnaffy Bundle Douban Self Taste Skill 2Collect, refresh, normalize, and analyze the user's own Douban history for taste analysis and recommendation reasoning. Use when the task involves the user's own Douban shelves, ratings, tags, comments, reviews, or recent activity, especially when you need to decide whether local cache is fresh enough, re-crawl logged-in data with cookies, store refreshed results locally, and then analyze them by category.
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knownasnaffy Bundle Ambient Audio 3Play scientifically-proven ambient sounds for focus, relaxation, meditation, and sleep. Perfect for programmers, office workers, students, and anyone needing concentration or rest. Use when user wants: white noise, pink noise, brown noise, rain sounds, singing bowl, binaural beats, brain wave tones (alpha/beta/gamma/theta). No copyright issues - all audio is algorithmically generated using ffmpeg.
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knownasnaffy Bundle Nutrition Provider R2 2crawl the Vietnam nutrition provider page-by-page with scrapling-official and upload each raw provider record to Cloudflare R2 after fetch. use for provider-specific ingestion where the canonical data comes from the provider's foods or prepared-dish JSON APIs, records from one page may upload in parallel with stable object keys, and each page must still respect a minimum 60 second crawl-plus-upload window before the next page begins.
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knownasnaffy Bundle Gmail To Outlook 2Migrate email, contacts, and calendars from Google Workspace (Gmail) to Microsoft 365 (Outlook/Exchange Online). Use when a user asks to migrate from Gmail to Outlook, transfer emails from Google Workspace to Office 365, export Google Takeout to Outlook, switch from Gmail to Exchange, or plan a Google Workspace to Microsoft 365 migration. Covers: single-user migrations, bulk/org-wide migrations, MBOX imports, calendar + contacts transfer, DNS/MX cutover, and post-migration validation.
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knownasnaffy Bundle Kalshi 2Kalshi prediction markets — events, series, markets, trades, and candlestick data. Public API, no auth required for reads. US-regulated exchange (CFTC). Covers football (EPL, UCL, La Liga), basketball, baseball, tennis, NFL, hockey event contracts. Use when: user asks about Kalshi-specific markets, event contracts, CFTC-regulated prediction markets, or candlestick/OHLC price history on sports outcomes. Don't use when: user asks about actual match results, scores, or statistics — use the sport-specific skill: football-data (soccer), nfl-data (NFL), nba-data (NBA), wnba-data (WNBA), nhl-data (NHL), mlb-data (MLB), tennis-data (tennis), golf-data (golf), cfb-data (college football), cbb-data (college basketball), or fastf1 (F1). Don't use for general "who will win" questions unless Kalshi is specifically mentioned — try polymarket first (broader sports coverage). Don't use for news — use sports-news instead.
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knownasnaffy Bundle Case 03635Skill Integration Hook
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knownasnaffy Bundle Xiaohongshu Post Gen 6Generate complete Xiaohongshu (Little Red Book) posts with up to 10 pages (3:4 vertical format). Auto-parses text content into cover + content pages. Supports 4 styles (dreamy, tech, minimal, warm). Uses Gemini 3.1 Flash Image Preview via nano-banana-2-direct.
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knownasnaffy Bundle Manimce Best Practices 4Trigger when: (1) User mentions "manim" or "Manim Community" or "ManimCE", (2) Code contains `from manim import *`, (3) User runs `manim` CLI commands, (4) Working with Scene, MathTex, Create(), or ManimCE-specific classes. Best practices for Manim Community Edition - the community-maintained Python animation engine. Covers Scene structure, animations, LaTeX/MathTex, 3D with ThreeDScene, camera control, styling, and CLI usage. NOT for ManimGL/3b1b version (which uses `manimlib` imports and `manimgl` CLI).
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knownasnaffy Bundle Cognitive Self Training 3Daily cognitive training, dream review, and self-improvement loop for OpenClaw, Hermes, Codex, Claude Code, and other AI agents. Use when the user wants a bot to review today's learning, consolidate knowledge, run spaced repetition or active recall, connect concepts across domains, reason with tian-dao style deduction, learn from corrections/errors, update agent memory, schedule daily dream reviews, or generate a next-step improvement strategy.
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knownasnaffy Bundle Kalshi 3Kalshi prediction markets — events, series, markets, trades, and candlestick data. Public API, no auth required for reads. US-regulated exchange (CFTC). Covers football (EPL, UCL, La Liga), basketball, baseball, tennis, NFL, hockey event contracts. Use when: user asks about Kalshi-specific markets, event contracts, CFTC-regulated prediction markets, or candlestick/OHLC price history on sports outcomes. Don't use when: user asks about actual match results, scores, or statistics — use the sport-specific skill: football-data (soccer), nfl-data (NFL), nba-data (NBA), wnba-data (WNBA), nhl-data (NHL), mlb-data (MLB), tennis-data (tennis), golf-data (golf), cfb-data (college football), cbb-data (college basketball), or fastf1 (F1). Don't use for general "who will win" questions unless Kalshi is specifically mentioned — try polymarket first (broader sports coverage). Don't use for news — use sports-news instead.
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knownasnaffy Bundle Simmer Momentum Trader 3Momentum-based trading skill for Simmer prediction markets. Detects probability momentum and divergence to generate YES/NO trades on Polymarket. Remixable — swap in your own signal source or combine with other indicators.
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knownasnaffy Bundle Douyin To Photos 5Build and maintain an Apple Shortcuts workflow that takes a Douyin share link, resolves a no-watermark MP4 URL via configurable backend APIs, saves the video into the Photos app, and cleans temporary cache. Use when users ask for one-tap Douyin link-to-Photos automation on iPhone/macOS, Share Sheet/Back Tap integration, publish-ready skill packaging, parameterization, error handling, and privacy-safe behavior.
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knownasnaffy Bundle Work Report 2Write a daily or weekly work report using git commits. Use when the user asks to write or send a daily report/standup or weekly report, especially "日报", "发日报", "周报", "发周报", "daily report", "weekly report", or "work report".
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knownasnaffy Bundle Multi Agent Trading Debate 2Multi-agent trading debate framework for collective market decision-making. Use when a trading signal is detected or a position decision is needed. Triggers on: (1) Cron-triggered decision windows every 8 hours, (2) Significant price movements more than 5pct deviation from entry, (3) Manual request for team analysis, (4) Position review before execution. The debate follows a structured flow: regime detection, analyst reports, bull/bear arguments, judge verdict, execution or hold.
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knownasnaffy Bundle S2 Bas Causal Os 3A thermodynamic physics engine for BAS. Equips the agent with SSSU spatial mapping, thermal calibration, and Causal Lookahead Control (CLC) prediction. Includes Dual-Track Authorization for Commercial and Residential safety.
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knownasnaffy Bundle Voice Memo Transcribe 3Transcribe Apple Voice Memos recordings to text, organize content, and save to Apple Notes. Workflow: iPhone Voice Memos → iCloud sync → Mac Voice Memos DB → transcribe → Apple Notes → iCloud sync back to iPhone. Requires macOS with iCloud-enabled Voice Memos. Uses faster-whisper for AI transcription with auto device detection. Triggers on: "语音备忘录", "录音转文字", "voice memo", "transcribe recording", "录音整理", "录音笔记".
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knownasnaffy Bundle Crypto Wallet Tools 2加密货币钱包批量生成、资金管理和DEX交互工具集。用于批量创建HD钱包、资金分发归集、DEX自动化交易。当用户需要批量生成钱包地址、管理多个钱包资金、接入DEX进行自动化交易时使用。
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knownasnaffy Bundle Feishu Voice Bubble 2Send native voice bubble messages (语音气泡) in Feishu/Lark chats using Edge TTS. Converts text to opus audio via Microsoft Edge TTS (free, no API key needed), then sends as Feishu audio message type which renders as a native voice bubble — not a file attachment. Supports 30+ Chinese voices, 400+ voices across all languages, adjustable speech rate and pitch, and auto-splitting for long text. Use when: user asks to send voice message, voice bubble, 语音, 发语音, TTS in Feishu, or wants audio replies in Feishu chats.
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knownasnaffy Bundle Cloudflare Global 2Cloudflare DNS and zone operations using a Global API Key. Use when the user needs to list, create, update, delete, export, or import DNS records, inspect zone settings or SSL mode, purge cache, inspect page rules or firewall rules, or work with Cloudflare tunnels using a Global API Key instead of a modern API token.
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knownasnaffy Bundle Xiaohongshu Post Gen 4Generate complete Xiaohongshu (Little Red Book) posts with up to 10 pages (3:4 vertical format). Auto-parses text content into cover + content pages. Supports 4 styles (dreamy, tech, minimal, warm). Uses Gemini 3.1 Flash Image Preview via nano-banana-2-direct.
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knownasnaffy Bundle Health Guide 2의료/건강 상담 스킬. 10개 인텐트 라우팅(Symptom Check~Beginner Guide), hira-hospital 병원 연계 + 국가건강정보포털 API + 식약처 의약품 API 기반 Flash+Deep-Dive 2겹 리포트. 트리거: "증상", "어디 아파", "진료과", "병원 추천", "약 정보", "응급", "건강검진", "예방접종", "건강 팁", "Health Guide"
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knownasnaffy Bundle Scheduled Voice Briefing 2General-purpose skill for turning natural language requests into scheduled voice notifications and structured briefings. Use when the user wants to create, update, pause, resume, or remove recurring or one-time voice briefing tasks; configure timing, modules, language, voice, or tone in natural language; or manage scheduled spoken summaries such as reminders and daily briefings. This public package focuses on configuration, structure, runtime integration guidance, and production-like examples. It does not bundle provider-specific TTS implementations, does not include built-in API credentials, and does not access local files, system resources, or user data without explicit input. / 通用型 Skill,用于将自然语言请求转换为定时语音通知与结构化播报。适用于创建、修改、暂停、恢复或删除一次性或周期性语音播报任务,并支持通过自然语言配置时间、模块、语言、声音与语气。本公开包聚焦于配置结构、运行时集成说明和更接近真实使用场景的示例,不内置厂商特定的 TTS 实现,不包含内置 API 凭证,也不会在未明确输入的情况下访问本地文件、系统资源或用户数据。
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knownasnaffy Bundle Nasdaq100 Futures Node 3Fetch the latest Nasdaq-100 futures quote (default NQ=F) via Yahoo Finance chart API using Node.js and return price, change, percent change, and timestamp. Use when the user asks for Nasdaq-100 futures, NQ futures, NQ=F, 纳指100期货, or wants the latest quote and change metrics.
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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 easyclaw-config-migration, wechat-article-to-markdown, wechat-article-to-markdown. 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.