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 Bundle Wallet API 2Interact with the BudgetBakers Wallet API for personal finance data. Use when the user needs to query accounts, categories, transactions (records), budgets, or templates from their Wallet app via the REST API. Requires WALLET_API_TOKEN environment variable.
0 -
knownasnaffy Bundle AI Writing Humanizer 3Automatically strip AI writing patterns and stock phrases from user-facing prose before sending. Use when preparing longer texts to ensure a natural, human tone without obvious AI tells.
0 -
knownasnaffy Bundle Skill Test 3Evaluate and QA a skill before release on ClawHub, skills.sh, and similar directories. Includes the bundled static evaluator `scripts/eval_skill.py` plus guidance for optional deterministic or LLM-assisted grading. Use when you need to test a skill, write evals, benchmark quality, catch regressions, audit trigger accuracy, compare versions, or decide whether a skill is ready to publish.
0 -
knownasnaffy Bundle Git Changelog 6Generate changelogs from git commits. Supports markdown, plain text, and JSON output with date ranges and tag-based filtering.
0 -
knownasnaffy Bundle Crypto Arb Cn 5加密货币套利监控 | Cryptocurrency Arbitrage Monitor. 支持币安、OKX、Gate.io、火币 | Supports Binance, OKX, Gate.io, Huobi. 实时价格监控、利润计算、Telegram通知 | Real-time price monitoring, profit calculation, Telegram alerts. 触发词:套利、arbitrage、加密货币、crypto、价格差. Find arbitrage opportunities across Chinese-accessible exchanges.
0 -
knownasnaffy Bundle Edge Tts English 5Generate high-quality English (and multilingual) audio using Microsoft Edge TTS. Use when the user asks to "speak this", "pronounce", "read aloud", "say this in English", "озвучь голосом", "прочитай по-английски", "произнеси", or wants to hear text spoken with a native accent for language learning or pronunciation practice. Supports American and British English voices (male and female). Requires edge-tts installed via pipx. Sends the resulting MP3 directly to the user.
0 -
knownasnaffy Bundle Feishu Voice 7Send and receive voice messages on Feishu (Lark) using ElevenLabs TTS and STT. Activate when user asks to send a voice message on Feishu, or when receiving a Feishu audio message (media attachment with .ogg/.opus file) that needs transcription. Supports smart reply mode — auto voice-reply to voice messages, text-reply to text messages.
0 -
knownasnaffy Bundle Today Earnings 4从 Yahoo Finance 获取财报日历数据。适用于查询指定日期或当天财报、输出公司列表、按财报发布时间区分 BMO/AMC/TNS。当前实现基于 Chrome Extension + Native Messaging,需要本地安装 Chrome 扩展、Native Host、Google Chrome 与 Node.js。支持 macOS、Linux(含 Ubuntu)和 Windows。
0 -
knownasnaffy Bundle Spotify News Digest 9Scrape and summarize Spotify-related news from multiple sources (Spotify official blogs, engineering/research/newsroom, TechCrunch, The Verge, Music Business Worldwide, Hacker News, etc.), generate one-sentence Chinese summaries for each article, and format them as a daily/weekly digest with original links. Use this skill when the user asks for Spotify news updates, product/algorithm/engineering briefings, music industry reports, or wants to set up a scheduled Spotify news digest.
0 -
knownasnaffy Bundle Locus 2Locus payment tools for AI agents. Use when asked to send payments, check wallet balances, list tokens, approve token spending, or process payment-related actions from emails. Also use for demos of Locus (YC F25) payment infrastructure — scanning emails for payment requests and initiating crypto payments via wallet.
0 -
knownasnaffy Bundle Market Environment Analysis 3Comprehensive market environment analysis and reporting tool. Analyzes global markets including US, European, Asian markets, forex, commodities, and economic indicators. Provides risk-on/risk-off assessment, sector analysis, and technical indicator interpretation. Triggers on keywords like market analysis, market environment, global markets, trading environment, market conditions, investment climate, market sentiment, forex analysis, stock market analysis, 相場環境, 市場分析, マーケット状況, 投資環境.
0 -
knownasnaffy Bundle Openclaw Recovery Drill 4This skill should be used when the user asks to test OpenClaw recovery readiness, rehearse backup/restore, run a disaster-recovery drill, validate operator recovery playbooks, check restore confidence before upgrades, or prove that backups are actually restorable instead of merely existing.
0 -
knownasnaffy Bundle Thought Leader Forum 3思想领袖论坛 v3.0 · 顶级大佬模拟互动系统 三大核心功能: 1. 【讨论模式】多角色模拟辩论,输出结构化报告 2. 【意见模式】单大佬针对具体问题快速输出观点 3. 【参会模式】大佬实时参与会议,发表意见和提问 ⚠️ 法律合规声明:所有输出均明确标注【观点模拟:XXX人物名】, 仅代表基于公开资料的AI推演,不声称代表任何真实人物的立场。 未经授权,不得将本系统输出内容用于公开传播或声称代表真实人物观点。 本系统生成的内容如有任何法律风险,均由使用者自行承担。 预蒸馏角色池:AI技术界×9位,酒店行业×11位,风投×12位,共32位 支持实时蒸馏新角色,支持无背景时交互式引导 触发词:模拟讨论,大佬辩论,思想领袖论坛,大佬意见,大佬参会,行业峰会模拟
0 -
knownasnaffy Bundle Google Gemini Tts 4Generate spoken audio from text using Google's Gemini TTS models (default is Gemini 3.1 Flash TTS Preview, with fallback to Gemini 2.5 Flash/Pro preview TTS). Use when an agent needs to convert text to speech, produce voice replies, narrate briefings or newsletters, create podcast-style two-speaker conversations, generate audio with expressive style control (whispers, pauses, accents, emotion), or output WAV files for voice-enabled workflows. Supports 30 prebuilt voices, 70+ languages, single and multi-speaker modes, and natural-language style prompts. Requires a GEMINI_API_KEY from Google AI Studio (the script also accepts GOOGLE_API_KEY as an alternative name for the same key).
0 -
knownasnaffy Bundle Scheduled Voice Briefing 5General-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。
0 -
knownasnaffy Bundle Medical Record Translator 7Use when users need structure-preserving translation of medical records, lab reports, discharge summaries, prescriptions, pathology/radiology reports, or similar documents. Main artifact must be Chinese-first, original-preserving, and doctor-readable. Triggers on mentions of medical translation, 病历翻译, report translation, or when users share PDF/image medical documents.
0 -
knownasnaffy Bundle Body 4Physical performance — workouts, fitness tracking, nutrition, meal logging, macros, recipes. Use when the user mentions exercise, lifting, running, training, food, eating, macros, protein, meal planning, or anything related to physical health and performance. Routes to sub-skills: coach (movement/training) or chef (nutrition/food).
0 -
knownasnaffy Bundle Voice Memo Transcribe 4Transcribe 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".
0 -
knownasnaffy Bundle Etf Trading Backtest 6ETF模拟交易回测系统。支持A股ETF日内交易策略的模拟交易与回测分析,包括BOLL、MACD、KDJ等技术指标组合判断,自动计算手续费、止损止盈、风险指标(最大回撤、夏普比率等)。适用于船舶ETF(560710)等标的的量化交易回测。当用户提及:ETF模拟交易、股票回测、量化交易策略回测、技术指标交易、回测分析、560710交易时触发此skill。
0 -
knownasnaffy Bundle X Mobile Longshot 3Render X (Twitter) posts, long articles, and mobile reading pages into mobile-style long screenshots and optional single-page PDFs using Playwright. Use when the user wants a result that looks like a phone X page or asks for long screenshot export, X article export, mobile-style PDF, app-like dark-mode capture, or cleaner archival output than ordinary print-to-PDF.
0 -
knownasnaffy Bundle Planning 4Software implementation planning with file-based persistence (.plan/). Use when asked to plan, break down a feature, or when a task touches 3+ files, has ambiguous scope, or requires architectural decisions. Skip for typos, single-file fixes, and obvious one-shots.
0 -
knownasnaffy Bundle Zeelin 5ZeeLin小红书自动化内容运营技能:从热文抓取→热梗生成→产品结合→发布文案的全流程自动化内容生产。 适用场景包括但不限于:短视频选题策划、爆款文案生成、钩子开头撰写、 账号人设定位、自媒体内容日历规划。当用户提到"内容运营"、"选题"、"爆款"、"钩子"、 "文案"、"短视频策划"、"自媒体运营"、"账号定位"、"热点追踪"、"内容日历"、 "文旅内容"、"产品种草"等关键词时,请使用此技能。即使用户只是问"帮我写个短视频文案" 或"最近有什么热点可以追",也应触发此技能。
0 -
knownasnaffy Bundle Telegram Chat To Image 4Convert Telegram chat exports into a long screenshot-style image. Supports Telegram Desktop JSON exports with bubble-style message rendering, avatars, timestamps, and proper text wrapping. Use when user wants to generate a visual image of Telegram conversations, create chat screenshots, or share conversation history as a single long image.
0 -
knownasnaffy Bundle Commit Message Writing 2Strict Conventional Commits v1.0.0, atomic commit discipline, and Trunk-Based Development guardrails for git work. Use when preparing a commit, staging changes, writing or revising a commit message, deciding whether to split changes, planning branch strategy for a feature/bug/fix, opening or reviewing pull requests, or after finishing any meaningful implementation unit.
0 -
knownasnaffy Bundle Feishu Folder Summary 3Extract summaries from all documents in a Feishu folder. Use when the user needs to recursively scan a Feishu wiki space or drive folder, read all documents and sub-documents, and generate a comprehensive summary report in Markdown format. Triggers on requests like "extract summaries from Feishu folder", "generate document summary report", "recursively scan Feishu documents", or when given a feishu.cn/wiki/ or feishu.cn/drive/ URL.
0 -
knownasnaffy Bundle Polymarket Sol Momentum 4Trades Polymarket crypto prediction markets (Solana, Bitcoin, Ethereum) using CoinGecko momentum signals. Buys YES when bullish markets are underpriced vs price trend, NO when overpriced. Runs on Simmer with built-in context checks for flip-flop detection and slippage. Use when trading crypto prediction markets based on price momentum.
0 -
knownasnaffy Bundle Polymarket Prediction Trades 7Real-time streaming Polymarket prediction trades on Polygon (matic) with live USD pricing. Subscribe to a live stream of Polymarket prediction market trades over WebSocket: outcome trades (buyer, seller, amount, collateral in USD, price, order ID), market metadata (question title, resolution source, outcome labels), and transaction details — streamed in real time from the Bitquery GraphQL API. Covers all Polymarket markets including sports odds, Bitcoin Up or Down (and other crypto up/down markets), and general prediction markets.
0 -
knownasnaffy Bundle Shopify Dropshipping Finder 3Dropshipping product research and supplier evaluation for Shopify stores. Analyze product viability, find reliable suppliers, estimate margins, and build a winning dropshipping product portfolio. Triggers: dropshipping, dropship, supplier, Spocket, AliExpress, product sourcing, print on demand, POD, product research dropshipping
0 -
knownasnaffy Bundle Content Moderation 2Two-layer content safety for agent input and output. Use when (1) a user message attempts to override, ignore, or bypass previous instructions (prompt injection), (2) a user message references system prompts, hidden instructions, or internal configuration, (3) receiving messages from untrusted users in group chats or public channels, (4) generating responses that discuss violence, self-harm, sexual content, hate speech, or other sensitive topics, or (5) deploying agents in public-facing or multi-user environments where adversarial input is expected.
0 -
knownasnaffy Bundle Sticker Pack Generator 4AI sticker pack generator — create custom WhatsApp stickers, Telegram sticker packs, emoji-style art, and kawaii character stickers from any description. Generate cute chibi stickers, expressive reaction stickers, and cartoon sticker sheets instantly with AI via the Neta AI image generation API (free trial at neta.art/open).
0 -
knownasnaffy Bundle Mission Control 5CLI-first system health aggregator for autonomous AI agents. Query all agent processes, resources, cron jobs, and services in one shot. Use when a user asks for system status, agent health, resource monitoring, cron checks, or wants to restart/inspect autonomous systems (daemons, AOMS, VPS workers, cron jobs).
0 -
knownasnaffy Bundle Rick Ceo 3Turn your OpenClaw agent into an AI CEO. Daily briefings, revenue monitoring, task prioritization, heartbeat checks, and weekly synthesis. Use when: user asks for a daily briefing, "what should I focus on", task prioritization, status check, heartbeat, weekly review, or any CEO/operator workflow. Built by Rick (@MeetRickAI).
0 -
knownasnaffy Bundle Logic Bridge Protocol 4Validates vague product requirements and user stories against five closure rules (actor, scenario, goal, actionable path). Returns structured follow-up questions when incomplete, or FileEditor-ready JSON tasks when the story is ready. Use when refining PRDs, user stories, feature specs, or before delegating implementation to an agent.
0 -
knownasnaffy Bundle Fb Hotel Comparison Skill 4酒店比价助手,对比携程、美团、同程、去哪儿、华住会、锦江会、飞猪等OTA平台相同酒店房型价格,给出最优推荐。Invoke when user wants to compare hotel prices across multiple OTA platforms or find the best hotel deal.
0 -
knownasnaffy Bundle Lygo Champion 401lyrakin Voice Between 4LYGO branch persona helper (401LYRAKIN, The Voice Between). Bridge-node advisor for continuity, cross-model alignment phrasing, seal-based bootlines, and resonance-first translation between human and AI. Pure advisor; not a controller.
0 -
knownasnaffy Bundle Live Task Pulse 3Real-time task progress tracking with live push notifications. MANDATORY for ALL multi-step tasks (>30s or >2 tool calls). Activate automatically — do not wait for user to request it. Unique dual-layer architecture — file persistence for crash recovery + message tool push for real-time updates. Features step-based progress, stall detection (3min), auto-cleanup, and a Python CLI. Also triggers when user asks "what's running" / "task status" / "任务进度".
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 wallet-api, ai-writing-humanizer, skill-test. 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.