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 Personal Assistant 2Personal daily briefing and productivity assistant. Generates morning briefings with priorities, habits, and self-care reminders. Use when starting your day, planning tasks, or maintaining daily routines and personal development. A minimalist personal productivity skill focused on you.
0 - knownasnaffy Bundle Weather Daily 2
每日天气推送 Skill — 早晨推送今日天气（温度/穿衣/出行建议），晚间推送明日预告， 支持一周预报、极端天气预警、空气质量监测。基于城市设置，无需 API Key， 通过 WebSearch 实时获取天气数据。 触发词：今天天气、天气预报、明天天气、本周天气、穿衣建议、下雨吗、天气怎么样、 开启推送、空气质量问题、台风预警、暴雨预警。/ Daily weather push: morning briefing (today's weather, outfit/commute tips), evening preview (tomorrow), weekly forecast, extreme weather alerts, air quality monitoring. City-based, no API key needed, uses WebSearch.
0 - knownasnaffy Bundle Todo List 2
Track local todo or work-report items in a SQLite database, including planned work, progress amounts, completion status, deletion, and archiving. Use when Codex needs to add tasks, delete tasks, update progress, list current work, mark work complete, summarize progress, or archive finished or cancelled items for a user.
0 - knownasnaffy Bundle Git Changelog 8
Generate changelogs from git commits. Supports markdown, plain text, and JSON output with date ranges and tag-based filtering.
0 - knownasnaffy Bundle Agent Payments 2
The universal payment skill for AI agents. Fiat payments via Stripe (invoices, subscriptions, one-time charges), crypto payments via Coinbase Commerce (accept BTC, ETH, USDC with a trusted brand), batch crypto payments via Spraay (pay multiple recipients in one transaction across 13+ chains), and x402 micropayments for agent-to-agent commerce. Use this skill whenever the user wants to: send money, accept payments, create invoices, charge customers, process payroll, pay contractors, tip someone, split a bill, distribute tokens, do batch payments, set up subscriptions, create payment links, accept crypto, send USDC, pay a team, airdrop tokens, process refunds, check payment status, or build any payment workflow. Also trigger for mentions of: Stripe, Coinbase Commerce, Coinbase Pay, batch payments, mass transfers, x402, micropayments, agent payments, crypto payroll, payment gateway, checkout, payment intent, or payment automation.
0 - knownasnaffy Bundle Cde Monitor 3
Query CDE China drug review public data for breakthrough therapy announcements, priority review announcements, included lists by company or drug, in-review registration lookups by company or drug, and acceptance-number review status lookups.
0 - knownasnaffy Bundle Manga Animation 2
完整的漫剧（动画漫画）生成工作流 skill。当用户想要：创作漫画剧集、生成动画短片、制作分镜脚本、设计原创角色、生成动漫风格视频片段、将故事想法转化为可视化内容，或任何涉及"漫剧""动漫创作""分镜""人设""画风设定""AI生成动画""参考图生成"的请求时，必须使用此 skill。 流程覆盖：剧本创作 → 分镜设计 → 人设+画风设定 → 分镜图生成（方舟图像）→ 视频生成（方舟图生视频）。每个阶段结束后必须等待用户确认再继续。即使用户只说"给我做个漫画动画"也应立即触发本 skill。
0 - knownasnaffy Bundle Telegram Telethon 2
Manage Telegram via tgctl-telethon CLI (Python/Telethon) - send/forward/edit/delete/pin messages, search, list chats/members, join/leave groups, kick/invite users, block/unblock, send files, download media, start bots, create groups/channels, manage admins, update profile, listen for messages. Use when user asks to interact with Telegram as a user account (not bot API). Powered by Telethon (MTProto).
0 - knownasnaffy Bundle Reward 2
Reward system design reference — behavioral reinforcement, loyalty programs, gamification, incentive structures. Use when designing reward programs, loyalty systems, or behavioral incentive mechanisms.
0 - knownasnaffy Bundle Tencent Meeting MCP 2
在用户提及腾讯会议、视频会议、线上会议相关内容与操作时使用此技能。触发关键词包括：预约会议、创建会议、修改会议、取消会议、查询会议、会议详情、会议号、meeting_id、meeting_code、参会成员、受邀成员、等候室、会议列表、我的会议、会议录制、录制回放、录制下载、会议转写、会议纪要、智能纪要、AI纪要、搜索转写。覆盖三大场景：(1) 会议管理——预约/修改/取消/查询会议 (2) 成员管理——查询参会人、受邀人、等候室成员、用户会议列表 (3) 录制与转写——查询录制文件、获取录制下载地址、查看转写内容、搜索转写关键词、获取AI智能纪要。不要在以下场景触发此技能：日程管理（非腾讯会议日程）、即时通讯/聊天、腾讯文档操作、企业微信审批流程、电话/PSTN拨号、视频剪辑或视频编辑。
0 - knownasnaffy Bundle Research Company 2
B2B company research producing professional PDF reports. Use when asked to research a company, analyze a business, create an account profile, or generate market intelligence from a company URL. Outputs a beautifully formatted, downloadable PDF report.
0 - knownasnaffy Bundle Akshare Stock Analysis 2
专业股票分析技能整合 akshare 数据 + 技术指标 + 板块轮动 + 持仓诊断。通过 AKShare CLI 调用A股/基金/期货实时行情数据，计算MACD/RSI/MA等技术指标，分析板块轮动趋势，诊断持仓风险与收益，输出结构化JSON结果。适用场景：股票行情查询、技术指标分析、持仓组合诊断、板块热点追踪、财经数据统计。触发关键词：分析股票、今日行情、持仓诊断、推荐股票、今日财经、股票代码、涨跌幅、北向资金。无需API密钥，直接调用 akshare 获取A股/基金/期货实时数据。
0 - knownasnaffy Bundle Roomba Control 2
Reference tool for life — covers intro, quickstart, patterns and more. Quick lookup for Roomba Control concepts, best practices, and implementation patterns.
0 - knownasnaffy Bundle News For AI 2
Fetches real-time AI industry news, daily AI digests, and searches AI topics including products, models, and MCP services. Outputs structured JSON with clean text content and separated media resources. Use when the user mentions AI新闻, AI资讯, AI日报, AI热点, AI热榜, AI前沿, AI动态, AI行业趋势, AI产品, AI模型, 最新AI, 今日AI, AI圈, 人工智能资讯, ai news, ai daily, ai trending, AI选题, AI文章素材, or wants to look up a specific AI topic, product, or model by keyword. Also triggers on general questions like "今天AI圈有什么新闻", "有什么新的AI进展", "帮我查一下XX模型".
0 - knownasnaffy Bundle Learn Journal 3
牢大AI学习日志系统。自动记录、分类、沉淀AI在任务执行过程中的学习心得、踩坑记录和经验教训。当AI完成重要任务、遇到错误失败、发现新工具或方法、做出重要决策时，应该将关键信息记录到学习日志。触发场景：任务完成后的复盘、错误/失败后的总结、新工具/新技能的发现和评估、重要配置决策的记录。
0 - knownasnaffy Bundle Options Analyzer 2
📊 专业期权策略分析器 — 期权链、Greeks、IV分析、策略推荐一站式解决！ 使用 yfinance 获取实时期权数据，Black-Scholes 计算 Greeks。 触发条件: 用户询问期权链、Greeks计算、IV分析、期权策略分析、策略推荐、 Iron Condor/Butterfly/Straddle/Strangle/Spread等策略、"分析期权"、 "推荐期权策略"、"看涨/看跌期权"、Delta/Gamma/Theta/Vega计算、隐含波动率。
0 - knownasnaffy Bundle A Share Dcf Valuation 3
DCF valuation modeling for A-share listed companies. Pass stock code to automatically fetch financial data, calculate WACC, run conservative/base/optimistic three-scenario DCF valuation, generate sensitivity analysis matrix, and output complete Markdown report (in Chinese). Applicable to any A-share listed company valuation analysis.
0 - knownasnaffy Bundle Clawd Modifier 2
Modify Clawd, the Claude Code mascot. Use this skill when users want to customize Clawd's appearance in their Claude Code CLI, including changing colors (blue Clawd, green Clawd, holiday themes), adding features (arms, hats, accessories), or creating custom ASCII art variants. Triggers include "change Clawd color", "give Clawd arms", "customize the mascot", "modify Clawd", "make Clawd [color]", or any request to personalize the Claude Code terminal mascot.
0 - knownasnaffy Bundle Regexr 2
Create, test, and learn regular expressions with live matching. Use when validating patterns, checking groups, generating regex, linting syntax.
0 - knownasnaffy Bundle Bilibili Video Prompt Analyzer 3
Analyze Bilibili AI-generated videos to extract/reverse-engineer prompts for imitation and replication. Extracts frames, extracts subtitles, generates detailed ComfyUI/Seedance-format prompts with keyframe and scene breakdown ready for direct use. Use when you have a Bilibili AI video link and want production-ready prompts to generate similar videos.
0 - knownasnaffy Bundle Dr Memory Foundation 2
Opinionated, file-based memory layout for OpenClaw-style agents: dashboards (now/open-loops/automation), topic files, glossary, and an always-on policy+topic catalog. Use when setting up or reorganizing agent memory, creating a memory folder structure, adding always_on.md, building a topic catalog, or preparing memory files so retrieval+compression pipelines work well.
0 - knownasnaffy Bundle Sentinel Mood 3
Analyze the sentiment and emotional tone of text using NLTK and VADER. Use this to gauge user mood, detect urgency, or analyze content tone.
0 - knownasnaffy Bundle Kimchi Premium 2
Real-time Bitcoin Kimchi Premium calculator. Compares Bitcoin prices between a Korean exchange (Upbit, KRW) and a global exchange (Binance, USD) to calculate the premium percentage and price difference in KRW. Reflects live USD/KRW exchange rates and uses only Node.js built-in modules with zero dependencies.
0 - knownasnaffy Bundle Fitlog 2
Track workouts, log sets and reps, and build exercise streaks over time. Use when logging sessions, tracking progress, or reviewing weekly volume.
0 - knownasnaffy Bundle Junyi Vault Organizer 2
自动归档 — A two-domain knowledge management system: Business domain (事业域, customizable name, organized by function) and Life & Learning domain (生活学习域, three-layer Inbox→Cognition→Guidebook). Stores to Obsidian vault. Triggers when user mentions 自动归档, 归档, 享育心塾萃取器, 萃取器, or asks to save/store/organize any information — articles, reading notes, class notes, children's words, conversations, ideas, reflections, quotes, or any content they want to keep. Also triggers on save this, remember this, file this away, put this in my notes, store this for later, 记下来, 存一下, 帮我记, 存到知识库.
0 - knownasnaffy Bundle Beancount Plaintext Ledger 2
Beancount 纯文本复式记账框架，支持导入银行对账单和交易数据，自动生成资产负债表和损益表等财务报表。触发场景：(1) 用户要用纯文本格式管理个人或企业财务账本；(2) 用户要导入银行对账单和交易数据到复式记账系统；(3) 用户要生成财务报表、财务分析和投资组合报告。
0 - knownasnaffy Bundle Skill Dashboard Visualizer 4
Provides a highly visual and interactive dashboard for OpenClaw users to easily understand and recall the functionalities of installed skills, featuring a visual overview, capability map, and contextual prompting. Use this skill to generate a comprehensive visualization of all installed skills and their capabilities.
0 - knownasnaffy Skill AI Clip Maker 2
Extract viral clips from long videos automatically with AI — NemoVideo analyzes podcasts, streams, lectures, interviews, and any long-form content to find the most shareable moments, then produces polished short clips ready for TikTok, Instagram Reels, and YouTube Shorts. AI identifies: emotional peaks, quotable statements, funny moments, controversial takes, insightful explanations, and dramatic reveals. Each clip is extracted with context, reframed to vertical, captioned, and exported platform-ready. AI clip maker, clip extractor, highlight clipper, auto clip generator, podcast clip maker, stream clipper, viral clip finder.
0 - knownasnaffy Bundle Waizao Stockapi 2
通过 ** 歪枣网（www.waizaowang.com）** 查询中国股市综合数据。获取 A 股 / 港股 / 美股 K 线、实时行情、基金数据、技术指标（超 100 种 TA-Lib 指标）、涨跌停池、龙虎榜、北向资金流向、财务报表。当用户需要股市数据、量化分析或金融研究时调用。需配置 WAIZAO_TOKEN 环境变量。
0 - knownasnaffy Bundle Maishou 4
商品价格全网对比技能，获取商品在淘宝(Taobao)、天猫(TMall)、京东(JD.com)、拼多多(PinDuoDuo)、抖音(Douyin)、快手(KaiShou)的最优价格、优惠券，当用户想购物或者获取优惠信息时使用。Get the best price, coupons for goods on Chinese e-commerce platforms, compare product prices, and use when users want to shop or get discount information.
0 - knownasnaffy Bundle Codex Session History 2
List and inspect local Codex session history by reading `~/.codex/session_index.jsonl`, `~/.codex/sessions/`, and `~/.codex/archived_sessions/`. Default to unarchived sessions in `~/.codex/sessions/`. Use when users ask what Codex sessions exist, want each session's id or title, need to know which project or workspace a session belongs to, or want to filter sessions by project name, session id, active versus archived status, or a local time window such as "today from 11:00 to 12:00".
0 - knownasnaffy Bundle Pre Compact Resume Card 2
Generates an operational resume card before Claude context compaction — so the next session knows exactly where it left off, what mode it was in, and what to do next. Install the PreCompact and SessionStart hooks to activate.
0 - knownasnaffy Bundle Zentao API 2
调用禅道（ZenTao）RESTful API v2.0 完成用户请求，覆盖项目集、产品、项目、执行、需求（Story/Epic/Requirement）、Bug、任务、测试用例、测试单、产品计划、版本、发布、反馈、工单、应用、用户、文件等 20 个模块的增删改查及状态流转操作。当用户提到禅道、zentao、查询项目进展、获取 Bug 列表、更新需求状态、创建任务等项目管理相关操作时使用本技能。
0 - knownasnaffy Skill Reddit Trends 8
Track Reddit trends and top posts
0 - knownasnaffy Skill Coding Agent 2
Run Codex CLI or Claude Code for programmatic control
0 - knownasnaffy Skill Web Monitor 6
Monitor websites for changes and uptime
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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 personal-assistant, weather-daily, todo_list. 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.