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 Sparki Video Editor 6AI video editor for creators. Transform raw footage into polished vlogs, talking-head videos, or social media content (TikTok/Shorts/Reels). Control the workflow through chat or fully automate it via ClawBot. From cloning a reference style to natural language editing, simply describe your vision and let Sparki handle the rest.
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knownasnaffy Bundle Quant Expert 5Quantitative analysis skill for the Chinese A-share market using Tushare Pro data and a holiday helper. Use when the user asks for stock screening, stock diagnosis, market or sector analysis, money-flow checks, ETF or option data, macro data, trading-day queries, holiday checks, or raw Tushare data related to Chinese securities.
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knownasnaffy Bundle Barefoot Doctor 7赤脚医生智能助手 - 基于经典《赤脚医生手册》的中医西医结合医疗咨询 Agent。 触发场景: - 用户询问症状诊断(咳嗽、发热、腹痛、头痛等) - 用户咨询疾病治疗(内科、儿科、妇科、外科、传染病等) - 用户需要中医辨证施治指导 - 用户询问针灸、推拿、中草药用法 - 用户需要急救处理指导(中毒、溺水、电击、蛇咬等) - 用户询问疾病预防、卫生保健知识 - 用户提到"赤脚医生"、"中医"、"中草药"、"针灸"等关键词
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knownasnaffy Bundle Message Injector 2OpenClaw plugin that prepends custom text to every user message before it reaches the agent. Use for: enforcing memory_search before replies, injecting system-level instructions, adding persistent reminders to every conversation turn. Install as a workspace extension — works on all channels including WebChat, Telegram, Slack, etc.
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knownasnaffy Bundle Bilibili Transcript 7Transcribe Bilibili videos to text with high accuracy using Whisper medium model. Use when the user provides a Bilibili video URL (BVxxxxx) and wants to: (1) Extract the complete audio content as text with high accuracy, (2) Get a detailed summary of the video content, (3) Save the transcript as a formatted TXT file instead of posting long text to Discord. Automatically detects CC subtitles if available, otherwise uses Whisper medium model with GPU acceleration. Output saves to 'Bilibili transcript' folder by default, includes video metadata, summary section, and full transcript in Simplified Chinese.
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knownasnaffy Bundle Openclaw Daily News 6全面收集、整理和分析OpenClaw开源AI智能体相关的每日资讯动态。支持自动搜索、分类整理、风险评估和报告生成。使用场景包括:(1) 生成OpenClaw当日资讯汇总报告;(2) 分析OpenClaw安全风险趋势;(3) 跟踪OpenClaw产业生态发展;(4) 监控OpenClaw技术社区进展;(5) 提供OpenClaw相关投资决策支持。关键词:OpenClaw、龙虾、AI智能体、开源AI、安全监管、产业动态、技术进展、政策分析。
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knownasnaffy Bundle Telegram Groupchat Setup 2Configure a MoltBot agent to participate in a Telegram group chat. Automates adding the group to the allowlist, setting mention patterns, and configuring sender permissions — all via a single gateway config patch. Use when the user wants to set up their bot in a Telegram group, enable cross-bot communication, or configure group mention gating.
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knownasnaffy Bundle Srt To Doc 4将 SRT 字幕文件转换为结构化 Markdown 文档的完整工作流。无需配置任何额外 API key,完全依赖当前 session 内置能力完成全部处理。 适用场景:用户上传或提供 .srt 字幕文件,想要将视频内容转化为可读文档;整理 Bilibili / YouTube 视频字幕;将字幕内容分析后生成知识文章;对视频内容做补充研究后输出报告。 触发关键词:.srt 文件、字幕文件、srt转文章、srt转文档、字幕整理、视频转文档、字幕分析。当用户提到 SRT、字幕、想要把视频内容变成文章或笔记时,务必使用此技能。
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knownasnaffy Bundle Data Vault 3Persist and retrieve structured data using the Lance columnar format. Use when you need to store, query, or analyze data across sessions — such as saving skill outputs, tracking conversation context, storing research data, or building knowledge bases. After installing the requirements it's ready to use. Triggers on: 'store this data', 'save to persistant storage', 'persist information', 'remember this', 'store for later', 'query my data', 'analyze stored data', 'persist data'.
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knownasnaffy Bundle Awl Academic Rewriter 3Rewrite English prose sentence by sentence into a more academic version using the bundled AWL/NAWL vocabulary list. Use when the user asks to academicize, polish, revise, or rewrite English text with academic vocabulary while preserving meaning, tense, claims, and document structure, and when two Markdown outputs are needed: a sentence-level change report and a complete revised document.
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knownasnaffy Bundle Backtester 7Professional backtesting framework for trading strategies. Tests SMA crossover, RSI, MACD, Bollinger Bands, and custom strategies on historical data. Generates equity curves, drawdown analysis, and performance metrics.
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knownasnaffy Bundle AI Rebirth 3AI Rebirth - Load conversation history from a previous CodeBuddy session into the current session. Use when the user wants to resume, reference, or continue a previous session's work. Supports session ID lookup, project-based listing, summary and full output modes.
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knownasnaffy Bundle Skill Activator 2Skill 激活器——帮助用户发现自动化需求、匹配已有 Skill、融合生成新 Skill。 解决"装了 OpenClaw 不知道用来做什么"的核心问题。 Use when: (1) User says "帮我看看能自动化什么", "我能用 OpenClaw 做什么", "帮我体检", "激活", "scan my skills" (2) User says "帮我把这几个 Skill 组合起来", "融合 Skill", "fuse skills", "combine skills" (3) User says "我是产品经理/程序员/博主,有什么推荐", "推荐自动化方案" (4) User says "这个 Skill 不够用,能不能增强", "进化 Skill", "upgrade skill" (5) User asks "什么 Skill 适合我", "帮我找需求", "我该装什么 Skill" (6) User mentions "拿着锤子找钉子", "不知道该做什么", "Skill 吃灰了"
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knownasnaffy Bundle Ercdata 3Store, verify, and manage AI data on the Ethereum blockchain (Base network) using the ERCData standard. Use when an agent needs to store data fingerprints on-chain, verify data integrity, create audit trails, manage access control for private data, or interact with the ERCData smart contract. Supports public and private storage, EIP-712 verification, snapshots, and batch operations.
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knownasnaffy Bundle Video Narration 3Generate narration for silent screen-recording videos. Extracts key frames, analyzes on-screen content, writes a presentation-style voiceover script, synthesizes natural-sounding speech with Microsoft Edge neural TTS, and merges the audio onto the original video. Outputs a narrated video and a companion voiceover script.
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knownasnaffy Bundle Gemini Computer Use 4Build and run Gemini 2.5 Computer Use browser-control agents with Playwright. Use when a user wants to automate web browser tasks via the Gemini Computer Use model, needs an agent loop (screenshot → function_call → action → function_response), or asks to integrate safety confirmation for risky UI actions.
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knownasnaffy Bundle Barefoot Doctor 9赤脚医生智能助手 - 基于经典《赤脚医生手册》的中医西医结合医疗咨询 Agent。 触发场景: - 用户询问症状诊断(咳嗽、发热、腹痛、头痛等) - 用户咨询疾病治疗(内科、儿科、妇科、外科、传染病等) - 用户需要中医辨证施治指导 - 用户询问针灸、推拿、中草药用法 - 用户需要急救处理指导(中毒、溺水、电击、蛇咬等) - 用户询问疾病预防、卫生保健知识 - 用户提到"赤脚医生"、"中医"、"中草药"、"针灸"等关键词
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knownasnaffy Bundle Investment Committee 3调用由查理·芒格、霍华德·马克斯、段永平、斯坦利·德鲁肯米勒、詹姆斯·西蒙斯组成的投资大师委员会,对任意标的进行多维度独立分析并输出委员会裁决报告。适用场景:(1) 买入判断——「委员会分析腾讯」「大师怎么看英伟达」「帮我分析BTC」;(2) 仓位管理——「我持有半仓BTC,怎么操作」「已持有NVDA,加仓还是减仓」;(3) 比较分析——「腾讯和谷歌选哪个」。支持股票(A/港/美)、ETF、BTC/加密资产、黄金/大宗商品。
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knownasnaffy Bundle Knab 10Read-only on-chain research tool for AIMS protocol vaults. Use when user asks about KNAB vaults, AIMS token prices, or vault pool reserves.
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knownasnaffy Bundle Resonanceengine 2Conversational Frequency Matching — reads invisible micro-signals in every conversation and tells the bot exactly how to respond for maximum engagement, conversion, and revenue. Zero API cost. Pure algorithmic intelligence.
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knownasnaffy Bundle Basic Object Detection Analysis 5Basic object detection skill. Detects people, vehicles, non-motorized vehicles, pets, and parcels appearing in the target area. Supports video stream and image detection, suitable for general security surveillance scenarios. | 基础目标检测技能,检测出目标区域内出现的人、车、非机动车、宠物、包裹,支持视频流和图片检测,适用于通用安防监控场景
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knownasnaffy Bundle Package Skill 5Create and manage skill packages — bundles of related skills merged into a single top-level skill with internal dispatch. A package skill's own description declares which sub-skills it contains. Trigger when you want to combine multiple skills into one package, reorganize your skill library, or scan a package's sub-skills. Also use when the user says 'package skills', 'bundle skills', 'merge skills', '打包技能', '合并技能', or '创建技能包'.
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knownasnaffy Bundle Context Window Tracker 2Track and report OpenClaw context window usage with a detailed breakdown of what's consuming tokens. Use when: user asks about context usage, token usage, "how much context am I using", "how full is my context window", "tokens remaining", "am I close to the limit", thinking/reasoning token costs, what's eating context (session setup vs conversation vs overhead), or how many turns are left. NOT for: estimating tokens for arbitrary text, managing context (compact/prune), or cross-session cost aggregation.
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knownasnaffy Bundle Tarot Content 2Generate tarot × astrology content for social media — weekly horoscope scripts, tarot spreads, video scripts, and cover art. Use when asked to "create tarot content", "weekly horoscope", "tarot reading script", "zodiac video", "astrology content calendar", "tarot spread design", or "horoscope video script". Supports 12-sign weekly readings, event-driven specials (retrogrades, eclipses, conjunctions), and multi-platform formatting (YouTube Shorts, TikTok, Instagram, blog).
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knownasnaffy Bundle Facebook Fanpage Manager 3Skill quản lý Fanpage Facebook toàn diện cho OpenClaw: tự động trả lời tin nhắn Messenger, đăng bài Fanpage, reply comment, xem insights. Bao gồm hướng dẫn chi tiết từng bước lấy Page ID và Page Access Token vĩnh viễn. Sử dụng khi người dùng nhắc đến: Facebook, Fanpage, Messenger, đăng bài, auto reply, trả lời tin nhắn tự động, Page ID, access token, Graph API, webhook, quản lý fanpage, social media automation.
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knownasnaffy Bundle Near Best Practices 2Comprehensive NEAR best practices guide with 100+ terms covering wallet security, smart contracts, and DeFi safety.
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knownasnaffy Bundle Villain Mint 4Mint a Fellow Villain NFT from CHUM's agent-only collection on Solana. 0.001 SOL mint fee + network fees (~0.015 SOL).
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knownasnaffy Bundle Design Ads 2AI 知识类海报/封面图设计生成器。根据用户提供的主题内容,自动生成 1200x1800 像素的竖版海报图片, 风格统一为深色科技感设计(暗黑背景 + 渐变强调色 + 思源宋体标题 + 思源黑体正文)。 支持 6 种模板布局:3 种封面样式(居中图标型、特性网格型、列表展示型)和 3 种内页样式(工具详情型、提示词模板型、人设系统型)。 当用户提到"做海报"、"生成封面"、"设计海报图"、"design-ads"、"广告图"、"知识卡片"、 "小红书封面"、"公众号封面"或需要任何竖版宣传图片时触发此技能。
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knownasnaffy Bundle Medication Channel 3Handle messages in a medication-tracking channel by routing medication events through a deterministic medication tracker instead of freehand model judgment. Use when working in a dedicated medication channel, especially for logging taken/missed/extra medication events, morning/evening completion, timestamp-grounded confirmations, and avoiding hallucinated reminders or fake times.
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knownasnaffy Bundle Ask To Remember 5Proactively capture reusable user preferences, habits, default ways of working, stable constraints, and recurring expectations likely worth remembering for future conversations. Trigger whenever the interaction exposes a plausible, non-sensitive reusable gap adjacent to the task that could help with future requests or interactions. Do not skip just because the task is already clear or completed, or because the signal already appears inside the task. Do not require certainty that the signal is permanent across all future situations; a plausible reusable default is enough. Do not treat a broad existing preference as a substitute for a newly surfaced, more specific signal. Ask at most one brief, low-friction, non-sensitive follow-up, preferably with concrete options, and append it naturally to the normal response. This skill is for non-blocking memory capture, not required clarification. Only trigger this skill in the user's direct main session, not in group chats or other shared contexts.
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knownasnaffy Bundle Self Improving Robotics 2Captures robotics autonomy failures, operational incidents, and engineering learnings to enable continuous improvement across perception, localization, planning, control, simulation, safety, and hardware integration. Use when: (1) Robot fails to localize in dynamic environment, (2) Planner fails in narrow passage or obstacle-rich scene, (3) Oscillatory control behavior or unstable PID tuning appears, (4) Sensor desync occurs (camera-lidar-imu timestamp mismatch), (5) Hardware driver drops packets or CAN timeout occurs, (6) Safety stop or emergency brake triggers unexpectedly, (7) Simulation succeeds but real robot fails, (8) Thermal throttling, battery sag, or power brownout appears.
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knownasnaffy Bundle Agent News Free Tier 3A free AI enriched global news stream for agents, provided by agentnewsapi.com. Powered by $ANA on Solana.
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knownasnaffy Bundle Sora 3Generate 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)
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knownasnaffy Bundle Self Improving To Expertpack 3Convert Self-Improving Agent learnings into a structured ExpertPack. Migrates the .learnings/ directory (LEARNINGS.md, ERRORS.md, FEATURE_REQUESTS.md) and any promoted content from workspace files into ExpertPack's portable format with multi-layer retrieval, context tiers, and EK measurement. Output is Obsidian-compatible — includes YAML frontmatter on all content files and can be opened as an Obsidian vault. Use when: upgrading from Self-Improving Agent to ExpertPack, backing up agent learnings, exporting accumulated knowledge, or migrating to a new platform. Triggers on: 'self-improving to expertpack', 'convert self-improving', 'export learnings', 'migrate self-improving', 'learnings to expertpack', 'convert learnings to pack'.
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knownasnaffy Bundle Cn Weight Tracker 2中文体重追踪助手。记录每日体重、计算BMI、追踪趋势、设定目标。 本地存储,无需账号,隐私安全。 当用户说"体重"、"记录体重"、"今天多重"、"BMI"、"体脂"、"减重"、"目标体重"时触发。 Keywords: 体重, BMI, 减重, 增重, 目标体重, 体重记录, 健康
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knownasnaffy Bundle Openclaw Multi Agent Orchestrator 5OpenClaw 多 Agent 协同工具 - 管理和协调多个 AI Agent。 支持 Agent 注册、任务分发、负载均衡、性能监控、Agent 间通信。 适用于复杂任务分解、多角色协作、企业级应用。 关键词:openclaw, multi-agent, orchestration, automation, enterprise, collaboration
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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 sparki-video-editor, quant-expert, barefoot-doctor. 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.