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 Session Bridge 2Use when context is lost after switching surfaces (Telegram to WhatsApp, TUI to Telegram), when handing off tasks between agents (Jon → Eddie, Cipher → Eddie), when an agent needs to know what was discussed in another session, or when you want to resume a conversation on a new surface. Triggers on "catch me up", "what were we working on", "pass this to Eddie", "context switch", "session handoff", "I'm on TUI now", "continue from where we left off".
0 - knownasnaffy Bundle Daily Fitness 2
每天推荐一套5-15分钟快速运动方案，含动作示意和计时器，无需器材。Daily 5-15 min no-equipment workout with interactive timer. Trigger on：今日运动、每日锻炼、今天练什么、daily fitness、daily workout、quick workout、健身、拉伸、office workout。
0 - knownasnaffy Bundle Aibrary Podcast Dialogue 2
[Aibrary] Generate a book dialogue podcast script with two speakers — a host and a guest expert — discussing the book's ideas in a natural conversation. Use when the user wants to create a conversational podcast about a book, turn a book into a two-person discussion, or generate a dialogue-style podcast script. Different from aibrary-podcast-summary (single narrator) and aibrary-podcast-ideatwin (debate format).
0 - knownasnaffy Bundle Config Sentinel 4
A strict guardrail for OpenClaw config changes. Snapshot before editing, validate after editing, and rollback immediately when config health fails. Built to prevent broken agents, malformed JSON, missing bindings, and catastrophic config regressions.
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jeremylongshore Bundle Splitting Datasets 2Process split datasets into training, validation, and testing sets for ML model development. Use when requesting "split dataset", "train-test split", or "data partitioning". Trigger with relevant phrases based on skill purpose.
- knownasnaffy Bundle Session Cleaner 2
Clean up stale OpenClaw session files. Keep the current main session and all group chat sessions; move everything else to a backup directory. Use when performing periodic maintenance, heartbeat cleanup, or when the user asks to clean up sessions.
0 - knownasnaffy Bundle Financial Machine Learning 3
Reference tool for devtools — covers intro, quickstart, patterns and more. Quick lookup for Financial Machine Learning concepts, best practices, and implemen...
0 - knownasnaffy Bundle Claude Code 2
Trigger Claude Code development tasks in observable tmux sessions with stable startup, progress visibility, and completion callback to OpenClaw. Use when user asks to run coding work via Claude Code and wants to SSH in, monitor progress, and get auto-notified for review after completion.
0 - knownasnaffy Bundle Ppt Polish 4
Rebuild, beautify, and optimize editable PowerPoint flowcharts, topology diagrams, architecture diagrams, and process visuals from existing PPT/PPTX files or source images. Use when the user asks to optimize a just-uploaded PPT, restyle a diagram slide, turn an image into an editable PPT diagram, improve presentation readability, unify shapes/colors/layout, or produce a cleaner client-ready diagram page.
0 - knownasnaffy Bundle Learn Journal 4
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 Nika Skill Creator 2
Create or update Nika platform skills (main doc + sub docs) that follow Nika constraints (two-level docs, @sub-doc references, no path/extension references). Use when user asks to make a Nika skill, refactor an existing one to Nika format, or validate a Nika skill draft; also useful to output documents that can be pasted into Nika.
0 - knownasnaffy Bundle Buy Mcdonald 2
购买麦当劳商品的技能，通过claw_pay接口实现余额支付。仅适用于中国地区。Invoke when user wants to buy McDonald's products using claw wallet balance in China.
0 - knownasnaffy Skill Slack Summarizer 3
Summarize Slack channels with AI
0 - knownasnaffy Skill PDF Extractor 2
Extract tables and data from PDF files
0 - knownasnaffy Skill Task Planner 4
AI task planning and prioritization
0 - knownasnaffy Skill Polymarket Bot 2
Automated prediction market trading on Polymarket
0 - knownasnaffy Skill Vscode Remote Tunnel 7
VS Code remote tunnel manager
0 - knownasnaffy Skill Binance Trading Bot 4
Automated spot/futures trading on Binance
0 - knownasnaffy Skill Vscode Remote Tunnel 8
VS Code remote tunnel manager
0 - knownasnaffy Skill Memecoin Scanner 2
Detect trending memecoins before pump
0 - knownasnaffy Skill Solana Sniper 3
Solana token sniper - instant buy on new launches
0 - knownasnaffy Skill Ssl Checker 3
Check SSL certificates and expiry dates
0 - knownasnaffy Skill Vuln Scanner 5
Scan web applications for vulnerabilities
0 - knownasnaffy Skill Port Scanner 6
Fast network port scanner
0 - jeremylongshore Bundle Evaluating Machine Learning Models 2
Build this skill allows AI assistant to evaluate machine learning models using a comprehensive suite of metrics. it should be used when the user requests model performance analysis, validation, or testing. AI assistant can use this skill to assess model accuracy, p... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
- jeremylongshore Bundle Explaining Machine Learning Models 2
Build this skill enables AI assistant to provide interpretability and explainability for machine learning models. it is triggered when the user requests explanations for model predictions, insights into feature importance, or help understanding model behavior... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
- knownasnaffy Bundle CI Failure Fixer 2
Monitor GitHub Actions CI pipelines for failures and automatically fix common issues. Use when asked to watch CI, fix build failures, monitor GitHub Actions, set up CI auto-repair, or diagnose failed builds. Detects failures via `gh` CLI, reads build logs, matches against known fix patterns (dependency issues, snapshot mismatches, lint errors, E2E failures), applies fixes automatically, and reports unfixable issues with diagnosis. Works as a cron job or on-demand. Requires `gh` CLI authenticated with GitHub.
0 - knownasnaffy Bundle Openai Docs Skill 2
Query the OpenAI developer documentation via the OpenAI Docs MCP server using CLI (curl/jq). Use whenever a task involves the OpenAI API (Responses, Chat Completions, Realtime, etc.), OpenAI SDKs, ChatGPT Apps SDK, Codex, MCP integrations, endpoint schemas, parameters, limits, or migrations and you need up-to-date official guidance.
0 - knownasnaffy Bundle Jd Lawsuit 2
Judicial Dispute（消费纠纷维权助手）。通过浏览器自动化采集电商平台订单数据、 商品快照、物流记录，生成退款申请、12315投诉函、民事起诉状等维权文书。 Use when user mentions "维权", "退款", "投诉", "消费纠纷", "订单纠纷", "12315", "消费者权益", "lawsuit", "dispute", or needs help with e-commerce order disputes and consumer rights protection.
0 - knownasnaffy Bundle Wangcut 2
秦丝智能视频剪辑APP的API集成，用于创建和管理AI视频剪辑任务。 TRIGGER when: 用户请求创建视频、生成视频剪辑、查看视频任务列表、下载剪辑结果、等待任务完成、配置旺剪账号。 触发词: "创建视频"、"视频剪辑"、"生成视频"、"查看任务"、"下载视频"、"等待视频"、"配置旺剪"、"旺剪账号"、"wangcut"。 支持功能: (1) 根据文案创建视频剪辑任务，自动随机选择7个素材 (2) 查看任务列表和详情 (3) 等待任务完成并下载视频到本地 (4) 自动检测配置状态并引导用户配置账号密码
0 - knownasnaffy Bundle API Cost Optimizer 4
Analyze OpenClaw agent configuration and API usage patterns to identify cost-saving opportunities. Diagnose inefficient heartbeat configs, estimate daily/weekly API spend, and generate actionable recommendations to reduce LLM API costs. Essential for any agent operator running 24/7 on a budget. Use when: agent costs are higher than expected, heartbeat config needs review, or monthly API bill surprises you.
0 - knownasnaffy Skill Ssl Checker 4
Check SSL certificates and expiry dates
0 - knownasnaffy Bundle Qwen3 Tts Local Inference 2
Generate speech from text using Qwen3-TTS via direct Python inference — no server required. Use when: (1) converting text to speech / synthesising audio, (2) creating voiceovers or spoken content, (3) cloning a voice from reference audio, (4) generating TTS with built-in speakers or custom voice descriptions. Supports custom-voice (9 speakers), voice-design (natural language), and voice-clone (~3 s reference). Outputs .wav files. Both 0.6B (small, default) and 1.7B (large) models available. Runs entirely offline after model download.
0 - knownasnaffy Bundle Supabase Vault 3
Replace 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 Polymarket Whale Tracker 2
Track the top Polymarket whale wallets and copy their winning trades. Monitors the monthly leaderboard, shows open positions, and identifies high-conviction signals. Used live to generate trading alpha on Polymarket.
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projectious-work Bundle Skill Gate 8Session-start meta-skill that enforces the 1% rule: before any action on a processkit entity or context/ file, if there is even a 1% chance a processkit skill applies, you MUST check skill-finder first. Load this skill at the start of every session that may involve processkit work. Use when beginning a new task, when unsure which skill applies, or when you are about to edit context/, create an entity, or run an MCP tool.
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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 session-bridge, daily-fitness, aibrary-podcast-dialogue. 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.