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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wxy Bundle Git CommitImplements Conventional Commits workflow. Ensures proper commit message formatting with structured body, footer, and skill signature. Facilitates semantic versioning compliance and clean project history.
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wxy Bundle Pr CreatorAutomate PR generation with version detection and release notes. Streamlines contribution workflow and version management. Creates professional PR descriptions with checklist and automation templates.
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cyberelf Bundle Session ReviewMulti-session AI coding history analysis across Copilot CLI, Claude Code, and VS Code sessions for a project. Collects raw logs, normalizes them into a unified format, and produces an actionable report covering recurring bugs, tool-error patterns, missing tests, refactoring opportunities, process improvements, and documentation gaps. Supports incremental analysis — only new sessions are processed on repeat runs, with persistent storage at ~/.retro/<project>/. Use this skill whenever the user asks to review, analyze, or get a retrospective on AI coding sessions, chat history, agent logs, copilot sessions, what went wrong across sessions, what patterns the AI made, or wants a report on how the AI performed on a project. Also trigger for phrases like "look at my sessions", "analyze my chat history", "what bugs recurred", "review my AI sessions", or "how has the AI been doing".
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cyberelf Bundle Chat AnalyzerAnalyze SpecStory chat history exports to identify problems, friction points, and areas needing improvement. This skill should be used when the user wants to understand what went wrong in their agent interactions. Use when the user asks to "analyze chat history", "what went wrong", "review agent sessions", or "find problems in conversations".
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bang9 Skill Whip SimulateRun multi-agent simulations to measure consistency of non-deterministic behavior. Use when the user wants to A/B test, validate behavioral equivalence, or stress-test outputs at scale.
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antoniocascais Bundle Ask FableDispatches a task to a Claude Fable 5 subagent with a prompt written the way Fable 5 wants to be prompted, and holds a back-and-forth with it across turns. Use when the user says /ask-fable, ask fable, fable, fable 5, send this to fable, hand this off to fable, get a Fable second opinion, or when a task sits at the top of the difficulty range: multi-hour or multi-day implementations, deep debugging, whole-repo review or bug hunts, dense technical screenshots, or ambiguous multithreaded requests where first-shot correctness matters.
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antoniocascais Skill Prompt FableDrafts a copy-pasteable prompt for Claude Fable 5 without dispatching anything. Use when the user says /prompt-fable, write me a fable prompt, draft a prompt for fable, help me prompt fable 5, or wants to hand a prompt to Fable somewhere else (the web app, another session, a colleague). For actually running the task, use the ask-fable skill instead.
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devxoul Bundle Agent LineInteract with LINE - send messages, read chats, manage conversations
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devxoul Bundle Agent SlackInteract with Slack workspaces - send messages, read channels, manage reactions
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devxoul Bundle Agent TeamsInteract with Microsoft Teams - send messages, read channels, manage reactions
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devxoul Bundle Agent WebexInteract with Cisco Webex - send messages, read spaces, manage memberships
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devxoul Bundle Agent DiscordInteract with Discord servers - send messages, read channels, manage reactions
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devxoul Bundle Agent ImessageInteract with iMessage on a Mac via the imsg tool - send messages, read chats, watch for new messages
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devxoul Bundle Agent SlackbotInteract with Slack workspaces using bot tokens - send messages, read channels, manage reactions
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devxoul Skill Agent TelegramInteract with Telegram through TDLib - authenticate, inspect chats, and send messages
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devxoul Bundle Agent WebexbotInteract with Cisco Webex using bot tokens - send messages, reply in threads, upload and download files, look up people, read spaces, manage memberships, stream real-time events
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devxoul Bundle Agent WhatsappInteract with WhatsApp - send messages, read chats, manage conversations
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devxoul Bundle Agent InstagramInteract with Instagram DMs - send messages, read conversations, manage accounts
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devxoul Bundle Agent KakaotalkInteract with KakaoTalk - send messages, read chats, manage conversations
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devxoul Bundle Agent WechatbotInteract with WeChat Official Account using API credentials - send messages, manage templates, list followers
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devxoul Bundle Agent DiscordbotInteract with Discord servers using bot tokens - send messages, read channels, manage reactions
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devxoul Bundle Agent ChanneltalkInteract with Channel Talk using extracted desktop app or browser credentials - read chats, send messages, search messages, manage groups
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devxoul Skill Agent TelegrambotInteract with Telegram using bot tokens - send messages, read chats, manage reactions
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devxoul Bundle Agent ChanneltalkbotInteract with Channel Talk workspaces using API credentials - send messages, read chats, manage groups and bots
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swustcyt Bundle UnderstandUse when 进入一个新项目或项目结构发生重大变化,需要生成/更新架构文档(docs/ARCHITECTURE.md)。触发场景:首次接入项目、重构后文档过时、新成员需要上下文、agent 需要理解项目全貌。
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swustcyt Skill Plan Breakdown任务归约拆分与验收标准前置。Use when 已有 Spec 或较清晰的需求、要把大需求切成可执行任务、准备启动开发之前。也适用于需求太大、一个 Agent 无法独立完成、需要拆成 Epic/Milestone/Issue 并定义 P0-P3 验收标准的场景。
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lastdays03 Skill Git Smart CommitGit 변경사항을 분석하여 Conventional Commits 표준에 맞는 메시지를 작성하고 커밋합니다.
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lastdays03 Bundle Meta Skill Builder표준 참조 분리 패턴(Standard Reference Separation Pattern)을 사용하여 워크플로우를 새로 생성하거나 개선합니다.
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lastdays03 Bundle Obsi Weekly Review데이터 기반으로 한 주를 회고하고, 인박스 제로 및 액션 아이템 추출을 자동화하는 주간 리뷰 워크플로우입니다.
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lastdays03 Bundle Data Model Reporter데이터 분석/머신러닝 노트북의 결과를 분석하여 표준화된 Model Card 보고서(Markdown)를 자동 생성합니다.
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lastdays03 Bundle Dev Feature PlannerSKILL.md의 모든 표준(문서화, 리스크 평가, 롤백 전략, 엄격한 TDD)을 준수하는 고급 기능 구현 워크플로우입니다.
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lastdays03 Bundle Obsi Project Kickoff표준 구조(Overview, Plan 등)를 갖춘 새로운 프로젝트를 자동으로 생성하며, 중복 검사 및 템플릿 선택 기능을 포함합니다.
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lastdays03 Bundle Obsi Concept DistillerAI를 활용해 핵심 개념을 추출하고, 문맥을 분석하여 지식 베이스(20_Learning)와 양방향으로 연결합니다.
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lastdays03 Bundle Obsi Knowledge Manager프로젝트/인박스의 문서를 수확(Harvest)하거나 기존 지식을 정제(Refine)하여 '골드 스탠다드' 지식 자산을 만듭니다.
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lastdays03 Bundle Agents Context Architect프로젝트 구조를 분석하여 최적의 에이전트 컨텍스트 파일(AGENTS.md) 시스템을 구축합니다.
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morgs32 Bundle ScanSync the current llm-wiki and sibling consumers with their remotes, scan sibling Git repositories for llm-wiki subtrees under vendor/, compare each vendored copy with the current committed llm-wiki tree, and update stale clean repositories. Use when the user asks to scan sibling repositories, propagate llm-wiki additions, refresh vendored llm-wiki copies, or check which neighboring projects are behind this repository.
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 pr-creator, agent-webexbot, understand. 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.