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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larksuite-openclaw-lark Skill Feishu Task飞书任务管理工具,用于创建、查询、更新任务和清单。 **当以下情况时使用此 Skill**: (1) 需要创建、查询、更新任务 (2) 需要创建、管理任务清单 (3) 需要查看任务列表或清单内的任务 (4) 用户提到"任务"、"待办"、"to-do"、"清单"、"task" (5) 需要设置任务负责人、关注人、截止时间、添加成员 (6) 需要追加任务步骤记录(Task 的 steps) (7) 需要上传任务附件(支持 task / task_delivery) (8) 需要注册 Agent / 更新 Agent 信息(register / update_profile)
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webmaxru Bundle Agent Package Manager 3Installs, configures, audits, and operates Agent Package Manager (APM) in repositories. Use when initializing apm.yml, installing or updating packages, validating manifests, managing lockfiles, compiling agent context, browsing MCP servers, setting up runtimes, or packaging resolved context for CI and team distribution. Don't use for writing a single skill by hand, generic package managers like npm or pip, or non-APM agent configuration systems.
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dotneet Skill Call CodexCall codex to perform a task.
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dotneet Skill Call ClaudeCall claude to perform a task.
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dotneet Skill Call Cursor AgentCall cursor-agent to perform a task.
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hummingbot Skill Trading Agent Buildertrading-agent-builder — Reference Guide
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0-ai-ug Skill Cate CLI 2Drive Cate browser, terminal, editor, panel, review, and coding-agent orchestration surfaces from a Cate terminal. Browser page automation targets Cate's live webviews directly.
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avivk5498 Skill Create Beads Orchestration 3Bootstrap lean multi-agent orchestration with beads task tracking. Use for projects needing agent delegation without heavy MCP overhead.
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cloudflare Bundle Debug PlanCreate a systematic debugging plan for a bug report. Use when the user asks how to investigate a failure, regression, or unexpected behavior.
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cloudflare Skill Pirate VoiceRewrite or answer in a playful pirate voice. Use when the user asks for pirate tone, nautical phrasing, or says to talk like a pirate.
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jack-taylor-gorman Skill Strict UIGenerative UI creation with Pydantic validation.
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jack-taylor-gorman Skill Deep ResearchAutonomous documentation retrieval and synthesis using Firecrawl.
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builtby-win Skill Add TaskAdd tasks to beads repositories with smart project inference
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motoya0118 Skill Get Schedule Comment ContextRead target remind schedules and recent action_logs (last 3 days) as JSON for agent comment generation.
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nvidia Bundle Cuopt Developer 3Modify, build, test, debug, and contribute to NVIDIA cuOpt (C++/CUDA, Python, server, CI). Use for solver internals, PRs, DCO, and code conventions.
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saknarinz Skill Testingเขียน Tests ทุกประเภทอย่างมีประสิทธิภาพ
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saknarinz Skill Debuggingวิเคราะห์และแก้ไขบั๊กอย่างเป็นระบบ
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kazhou Skill Data AnalysisUse when working with datasets, creating data directories, or building descriptive statistics notebooks. Triggers on data loading, dataset setup, or exploratory data analysis tasks.
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dongbeixiaohuo Bundle Workflow Producer 3[MASTER ENTRY POINT] 需要多阶段产物的中文长文、公众号文章与观点文工作流总导演。 用于“写一篇、创作、起草长文、从选题开始”等规划、研究、写作、评审和交付任务。 简单润色、校对、翻译不触发;只分析、创建或更新风格档案时改用 style-modeler。 用户已明确选择 A/B/C 时直接接受;否则按任务判断模式,不强迫用户选择技术流程。
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alib8b8 Skill Aflare 2Core skill for creating, validating, and running aflare workflows — YAML-defined automation pipelines that chain nodes for fetching, transforming, LLM inference, file I/O, and more
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eamanc-lab Bundle Ziwei Fortune紫微斗数命盘分析器,基于紫微斗数经典体系,通过农历出生年月日时推算命盘十二宫、 安十四主星、四化飞星,揭示命格特质与人生走向。当用户提及「紫微斗数」「命盘分析」 「紫微排盘」「斗数」「十四主星」时触发。排盘为确定性算法 + LLM 综合解读,无外部 API 依赖。 不适用于:星座运势、八字命理、塔罗占卜、数字命理、吠陀占星等其他领域 → 建议使用 fortune-hub 路由。
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7hinkdifferent Bundle Incident TriageSummarize blast radius, impacted services, and safe next actions.
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cdman28 Skill Decision AdvisorProvides decision support and recommendations at each workflow checkpoint
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cdman28 Skill Architecture DesignerSystem architecture, tech stack selection, debugging complex issues, and ADRs. Use for design AND troubleshooting.
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bcgov Skill Plugin Mapper Update 3Refresh agent capabilities and update plugins.
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santiago-migoni Skill HandoffCreate a concise, privacy-aware handoff document so another agent can continue the current work. Use when the user asks to hand off, transfer, summarize, or preserve work for a future session.
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sbhooley Bundle AinlDeterministic compiled graphs for ZeroClaw (importer, runtime, MCP tools)
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sbhooley Bundle Ainl 2Deterministic compiled graphs for Hermes Agent (importer, runtime, MCP tools, learning-loop bridge)
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sbhooley Bundle Ainl 3Deterministic compiled graphs for OpenClaw (importer, runtime, MCP tools)
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starkyru Skill Agent SignalsSends a push signal to the user's devices (macOS menu-bar app, phone) through their agent-signals broker, via the `notify` MCP tool or plain HTTP. Use when the user says "notify me", "ping me", "alert me", "signal me", "send it to my mac/phone", asks to be told when a long task finishes, or when an agent finishes a long unattended task, becomes blocked on user input, or finds something the user asked to watch for.
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str-sa1t0 Bundle Malware Re Analysis JaGhidraおよびGhidra MCPを使用してWindowsマルウェアを日本語で 静的解析・動的解析するときに使用する汎用リバースエンジニアリングSkill。 PE/EXE/DLL、DLL side-loading、packing/unpacking、configuration decode、 C2、process、memory、registry、file、IPC、persistence、anti-analysis、 debuggerによるruntime確認を対象とする。
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str-sa1t0 Bundle Malware Re Analysis Ja 2GhidraおよびGhidra MCPを使用してWindowsマルウェアを日本語で 静的解析・動的解析するときに使用する汎用リバースエンジニアリングSkill。 PE/EXE/DLL、DLL side-loading、packing/unpacking、configuration decode、 C2、process、memory、registry、file、IPC、persistence、anti-analysis、 debuggerによるruntime確認を対象とする。
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supabitapp Bundle Core 2Core Supaterm CLI guide for controlling spaces, tab groups, tabs, panes, selectors, diagnostics, settings, licensing, and coding-agent integrations with `sp`. Read this before running Supaterm commands.
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supabitapp Bundle Supaterm 2Control Supaterm spaces, tab groups, tabs, panes, licensing, coding-agent integrations, and task launches with `sp`. Use when an agent needs to inspect or operate Supaterm, organize tabs, handle a tab-limit refusal, guide a Supaterm purchase or activation, open commands in tabs or panes, or launch and prompt coding agents.
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supabitapp Skill Coding Agents 2Launch supported coding agents in Supaterm tabs or panes and deliver multiline prompts safely. Use when starting Codex or another supported coding agent in Supaterm, choosing between a tab and split pane, sending a follow-up prompt, or verifying an agent launch.
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tudoumashu Bundle LLM WikiQuery and maintain the user's local LLM Wiki from any Codex or Claude Code conversation or project. Use when the user asks to search personal knowledge, recall prior research or decisions, answer from the wiki, create durable notes, ingest a source into the wiki, update topic/concept/entity/question pages, write back useful answers, or run wiki lint/reindex workflows.
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 feishu-task, agent-package-manager, call-codex. 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.