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 Ecommerce Logistics 3Aggregate logistics information from Taobao, JD, PDD, and Douyin. One-click query for multi-platform order tracking. Supports persistent cookie storage and QR code login. Use when user asks to check orders, track packages from shopping platforms, or mentions 淘宝/京东/拼多多/抖音 物流/订单.
0 -
knownasnaffy Bundle Supabase Vault 2Replace OpenClaw's local file vault with Supabase Vault for AES-256 encrypted-at-rest secret storage. All API keys and auth tokens stored encrypted in Postgres via pgsodium/libsodium. Bootstrap credentials protected by OS keychain or machine-derived AES-256-GCM (zero external deps). Includes dashboard Integrations tab with connect/migrate/manage UI. Use when: (1) setting up Supabase Vault as the OpenClaw secrets backend, (2) migrating existing secrets from ~/.openclaw/secrets.json to Supabase, (3) managing or adding secrets from the dashboard.
0 -
knownasnaffy Bundle China Luggage Sourcing 2Comprehensive luggage and bag industry sourcing guide for international buyers – provides detailed information about China's travel luggage, handbags, backpacks, and specialty bag manufacturing clusters, supply chain structure, regional specializations, and industry trends (2026 updated).
0 -
knownasnaffy Bundle Pyautogui 4Desktop automation via PyAutoGUI. Use when: user needs to automate mouse/keyboard actions, GUI testing, click/type sequences, screen-based workflows, or repetitive desktop tasks. NOT for: web automation (use Playwright/Selenium), mobile automation, or image recognition at scale.
0 -
knownasnaffy Bundle Voscript API 2VoScript self-hosted speech transcription API skill. Covers the full workflow: submit audio, poll job status, fetch results, export subtitles (SRT/TXT/JSON), manage voiceprints, assign speakers, and rebuild AS-norm cohorts. Works with Claude Code, OpenClaw, Hermes, Codex, Gemini CLI, Trae, Cursor, Cline, Roo Code, CodeBuddy, Qwen Code, and any agent with a skills directory.
0 -
knownasnaffy Bundle Fluora Setup 5Interactive setup wizard for Fluora marketplace integration. Clones fluora-mcp from GitHub, builds locally, generates wallet, and configures mcporter.
0 -
knownasnaffy Bundle Doubao Podcast 4Use when calling Doubao/ByteDance podcast TTS API to generate audio, parsing WebSocket binary frames, handling streaming audio chunks, extracting audio_url from PodcastEnd, troubleshooting podcast generation timeout or stuck issues, or designing podcast playback architecture (streaming vs non-streaming). Also use when: integrating podcast generation into a browser-based app (browser WebSocket cannot set custom headers), designing content caching to avoid redundant generation, or extracting article metadata for podcast titles. Trigger even without explicit mention of "Doubao" — any podcast TTS, ByteDance speech synthesis, or podcast generation task should use this skill.
0 -
knownasnaffy Bundle Cloudflare Whisper Worker 3Transcribe audio using a deployed Cloudflare Worker Whisper endpoint. Use when converting voice/audio files (wav, mp3, m4a, ogg, webm) to text through the custom /transcribe API, including bearer-token auth, plain-text extraction, and quick CLI transcription workflows.
0 -
knownasnaffy Bundle Polymarket Candle Momentum 3Trade Polymarket 5-minute crypto fast markets using 1-minute candle body analysis and volume surge detection from Binance. Scans BTC, ETH, SOL, XRP, BNB simultaneously and picks the strongest signal each cycle. Enters when the last candle has a strong body (>60% of range) confirmed by a volume spike (>1.5x average). Backtested at 86%+ win rate over 3 months.
0 -
knownasnaffy Bundle Elegant Config Guardian 3Safely apply OpenClaw config changes with automatic rollback and ack timeout guard. Use when editing ~/.openclaw/openclaw.json, restarting gateway, enabling cross-context routing, or any risky runtime config change that must auto-revert if health checks or explicit ack are missing.
0 -
knownasnaffy Bundle Nutrition Provider R2 4crawl 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.
0 -
knownasnaffy Bundle Form Builder Pro 5表单构建器专业版 - 支持JSON Schema验证、动态渲染、条件逻辑的表单引擎 | Form Builder Pro - JSON Schema validation, dynamic rendering, conditional logic form engine
0 -
knownasnaffy Bundle Asking Until 100 2Repo-aware questioning protocol for OpenClaw that increases clarification before acting on coding, project-build, architecture, debugging, and implementation tasks. Use when requirements, repo context, constraints, interfaces, success criteria, or execution rigor are ambiguous and the agent should ask higher-signal questions or generate a structured question report before implementation.
0 -
knownasnaffy Bundle Srt Proofreader 5Proofread SRT subtitles by using srts/source.md as terminology reference while preserving subtitle indices and timestamps. Use when users ask to proofread or correct srts/*.srt files and require git-tracked edits, optional large-file section splitting, and merge-back.
0 -
knownasnaffy Bundle Institutional Flow Tracker 3Use this skill to track institutional investor ownership changes and portfolio flows using 13F filings data. Analyzes hedge funds, mutual funds, and other institutional holders to identify stocks with significant smart money accumulation or distribution. Helps discover stocks before major moves by following where sophisticated investors are deploying capital.
0 -
knownasnaffy Bundle Video Analyzer 2Analyze video content by extracting frames at regular intervals. Use when you need to understand what's in a video file, review video content, analyze scenes, or describe video without being able to play it directly. Supports MP4, MOV, AVI, MKV, and other common video formats.
0 -
knownasnaffy Bundle Anti Rug Cn 4Web3 token security scanner with expert cross-validation engine. Detects honeypots, rug pulls, and contract risks across Ethereum, BSC, Polygon, and other EVM chains.
0 -
knownasnaffy Bundle Document Learning 5Comprehensive document learning system with progress tracking, resume capability, and long-term memory integration. Use when you need to read PDF/text documents, track your learning progress (chapter/page bookmarks), resume from where you left off in future sessions, and automatically store learned knowledge into MEMORY.md for permanent retention. Supports large file handling and chunked processing.
0 -
knownasnaffy Bundle Video Resize 5Use when the user wants to change a video's aspect ratio or reformat it for a specific platform — e.g. "convert to vertical", "make it 9:16", "crop for TikTok/Reels/Shorts", "resize to square", "convert to landscape", "format for YouTube". Runs locally with ffmpeg, no API key required, no upload needed. For AI-powered smart cropping that intelligently follows subjects (not just center crop), escalate to the built-in AI Edit tool (requires SPARKI_API_KEY).
0 -
knownasnaffy Bundle Amazon Keyword Research 3Amazon keyword research and market opportunity analysis for sellers. Retrieve autocomplete suggestions (long-tail keywords), analyze competitor landscape, and assess market opportunity for any keyword on 12 Amazon marketplaces (US/UK/DE/FR/IT/ES/JP/CA/AU/IN/MX/BR). No API key required. Make sure to use this skill whenever the user mentions Amazon product research, finding products to sell on Amazon, Amazon keyword ideas, niche analysis, competition analysis for Amazon, market opportunity on Amazon, comparing Amazon keywords, evaluating whether a product is worth selling, Amazon autocomplete data, seasonal demand for Amazon products, or anything related to researching what to sell on Amazon — even if they don't explicitly say 'keyword research'. Also trigger when the user asks vague questions like 'is this a good product to sell?', 'what's the competition like for X on Amazon?', 'should I sell X or Y?', or 'what are people searching for on Amazon?'.
0 -
knownasnaffy Bundle Nanobanana Plus 3Use nanobanana-plus over HTTP to generate images with per-call model switching and aspect ratio control. Best for OpenClaw / 小龙虾 users who have a running nanobanana-plus service. Run init for a guided setup, then use: node {baseDir}/scripts/nanobanana-plus.mjs generate --prompt 'desc' --filename 'out.png' [--aspect-ratio 16:9] [--model gemini-3.1-flash-image-preview]. Also supports check and models.
0 -
knownasnaffy Bundle Cognimemo Memory 3Universal 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 Bundle Beastxa Memory Pro 6Production-grade memory system for OpenClaw agents. Auto-organizes notes into topic files, prevents context loss during compaction, and runs daily/weekly maintenance crons. Zero external dependencies — pure local Markdown files. Install and forget. Use when: agent keeps forgetting context, MEMORY.md is too large, notes are disorganized, or you want automatic memory maintenance without manual effort.
0 -
knownasnaffy Bundle Ths Advanced Analysis 3基于 thsdk 进行高级股票分析:分钟K线(1m/5m/15m/30m/60m/120m)、板块/指数行情(主要指数/申万行业/概念板块成分股)、多股票批量对比(表格+归一化走势图+相关性热力图)、盘口深度、大单流向、集合竞价异动、日内分时、历史分时。当用户提到"分钟K线"、"日内走势"、"盘口"、"大单"、"竞价异动"、"板块行情"、"行业排名"、"概念板块"、"成分股"、"对比多只股票"、"批量分析"、"涨幅对比"、"相关性"、"港股"、"美股"、"外汇"、"期货"、"资讯"、"快讯",或者需要同时查看2只以上股票、关注短线交易、量化研究时,必须使用此skill。
0 -
knownasnaffy Bundle Instagram Photo Text Overlay 6Overlay text on photos for Instagram posts. Generates portrait (4:5) images with gradient overlays, titles, and optional numbered lists. Use when creating Instagram content that needs text on top of a photo — destination itineraries, top-5 lists, travel highlights, or any branded social image with text overlay.
0 -
knownasnaffy Bundle Douban Self Taste Skill 4Collect, 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.
0 -
knownasnaffy Bundle AI Wedding Studio 4Generate structured wedding-photo prompt packages for couples using either predefined wedding-style templates or custom user ideas. Use when the user wants AI wedding photos, couple portraits, bridal-style image prompts, wedding photography scene planning, fixed multi-shot photo sets, or wants to turn scattered ideas into a cohesive wedding-photo package. Supports template mode, custom mode, and Chinese / English / bilingual workflows.
0 -
knownasnaffy Bundle Animate Old Photos 2Animate 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
0 -
knownasnaffy Bundle Personal Health Manager 6Personal 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.
0 -
knownasnaffy Bundle Social Thread Converter 3Convert any long-form content into viral Twitter/X threads, LinkedIn posts, or Threads posts. Paste an article, blog post, or idea and get a platform-ready thread with hooks, numbered tweets, and a strong closer. Triggers: thread writer, twitter thread, X thread, thread converter, thread maker, long post, article to thread, blog to thread
0 -
knownasnaffy Bundle Data Quality Audit 5Independent cross-source audit of a completed CN banker deliverable. Use when the user asks to audit / double-check / 双核实 / 交叉验证 / 数据质量检查 / 审计 an existing deliverable directory. Re-fetches every hard number from the data-provenance.md table using an independent tier-2 source (Tushare vs 东方财富 vs 巨潮 vs FMP) and applies common-sense sanity rules (毛利率 in range / 收入增速 in range / 市值 = 股价 × 股本 / 毛利 = 营收 × 毛利率 / …). Emits an audit-report.md with PASS / FLAG / FAIL classification. This is a post-delivery QA step — the deliverable itself was already produced by customer-investigation / datapack-builder / ppt-deliverable.
0 -
knownasnaffy Bundle Git Log Summary 2生成Markdown格式的Git提交记录摘要报告。使用场景:当用户需要按照Markdown格式输出git仓库的详细统计信息时使用此技能。输出内容包括:项目信息、分支信息、提交统计、作者统计、最近提交记录、分支信息和提交类型统计等,全部以标准Markdown格式呈现。
0 -
knownasnaffy Bundle Obsidian Vault Integration 2Read and write data with an Obsidian vault used as a shared knowledge base. Use when an agent needs to read vault notes (business plan, tasks, milestones, team info), write updates back to vault files, or query vault contents. Triggers on phrases like "read the vault", "check the business plan", "update open questions", "add a milestone", "what's in the vault", "update the business plan", "check the vault".
0 -
knownasnaffy Bundle Happy Notes 5iflow 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 Cachelint 2Caching anti-pattern analyzer -- detects Redis/Memcached misuse, TTL problems, cache invalidation failures, stampedes, architecture issues, and security hygiene gaps in application-level caching
0 -
knownasnaffy Bundle Linux Desktop 4Control and automate the Linux desktop GUI on X11. Use this skill to take screenshots, find and click UI elements, type text, send keyboard shortcuts, scroll, manage windows (focus, minimize, maximize, close, move, resize), and use your own vision to locate elements on screen. Requires X11 (not Wayland). Use for desktop automation, GUI testing, remote desktop control, and any task requiring interaction with graphical applications.
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 ecommerce-logistics, supabase-vault, china-luggage-sourcing. 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.