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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Ionic

Ionic hybrid mobile framework with web technologies. Use for hybrid mobile apps. Use when this capability is needed.

Sep 17
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Junit

JUnit Java testing framework. Use for Java testing. Use when this capability is needed.

Sep 17
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Mocha

Mocha JavaScript test framework. Use for Node.js testing. Use when this capability is needed.

Sep 17
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Nginx

Nginx web server, reverse proxy, and load balancer. Use for web serving. Use when this capability is needed.

Sep 17
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Rider

JetBrains Rider .NET IDE with ReSharper. Use for .NET development. Use when this capability is needed.

Sep 17
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Uikit

UIKit imperative iOS UI framework. Use for iOS development. Use when this capability is needed.

Sep 17
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Vbnet

Visual Basic .NET for legacy .NET applications. Use for .vb files. Use when this capability is needed.

Sep 17
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Xunit

xUnit .NET testing framework. Use for .NET testing. Use when this capability is needed.

Sep 17
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Ggozad Haiku RAG Haiku RAG

Analysis

Sep 17
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Custom Agents

GitHub Custom Agent File Format Use when this capability is needed.

Sep 17
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H2oslabs Elfiee Elfiee MCP

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Sep 17
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H3

Heavy3 Code Audit - Multi-model code review for coding agents (Sponsored by Heavy3.ai) Use when this capability is needed.

Sep 17
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Highflame AI Zeroid Zeroid

Zeroid — AI Agent Identity Management

Sep 17
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Papi Init

Setup paperpipe agent integration. Use when user wants to add papi to a project's CLAUDE.md/AGENTS.md or initialize paper support. Use when this capability is needed.

Sep 17
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Toolfs Memory

Persistent key-value storage for session data, conversation context, and agent state. Use this skill when the user requests storing or retrieving memory entries such as "Store this in memory", "Remember this preference", "Recall the previous conversation", or "List all memory entries". Use when this capability is needed.

Sep 17
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Toolfs

Unified virtual filesystem framework for LLM agents. Provides access to files, memory, RAG, skills, and snapshots through a single interface. Use this skill when the user requests file operations, memory storage, semantic search, skill execution, or state management tasks. Use when this capability is needed.

Sep 17
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Rewind

Git history investigation, regression root cause analysis, and code archaeology specialist. Time-travels through commit history to uncover truth. Use when git history investigation or regression analysis is needed. Use when this capability is needed.

Sep 17
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Sketch

AI image generation code creation using Gemini API. Handles text-to-image generation, image editing, and prompt optimization. Use when image generation code is needed. Use when this capability is needed.

Sep 17
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Agent S

Agent-S is a powerful autonomous agent that can control your computer's graphical interface to complete complex tasks. It combines vision and action understanding to interact with any GUI element. Use when this capability is needed.

Sep 17
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Claw Ed

This skill helps you build LLM-powered applications with Claude. Choose the right surface based on your needs, detect the project language, then read the relevant language-specific documentation. Use when this capability is needed.

Sep 17
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Knowledge System Bootstrap

Bootstrap a compile-first project knowledge system with repo-local wiki, raw manifests, provenance tracking, auto-update checks, and platform configs for Claude Code / Codex / Cursor / Windsurf. Use when a user wants durable project context, wiki-first rules, or to replicate this model into another repo. Use when this capability is needed.

Sep 17
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Stello Agent Creation

StelloAgent 创建配置教程。完整说明 createStelloAgent 的每个配置项，包含 sessionDefaults、storage、tools、skills、forkProfiles、session 层接入、orchestration 等。 Use when this capability is needed.

Sep 17
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Antigravity Gemini Image

Generate or edit images using the Antigravity-hosted Gemini image model via the local gateway. Use when the user asks to create an image, generate an avatar, or edit/transform an existing image with text instructions. Supports text-to-image and image-to-image editing. Use when this capability is needed.

Sep 17
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Uv Slider Plan

Plan the slider workflow end-to-end by selecting which repo skills to run (content-prompts, styled-prompts, styled-artifacts) based on the user’s starting input (materials or existing prompts) and requested output (content prompt, styled prompt, images, PDF, PPTX). Uses $HUMAN_MATERIAL_PATH/slides/<deck>/ as the working root. Use when this capability is needed.

Sep 17
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Eddo Todo

Todo and task management via Eddo MCP server. Use for tracking work items, remembering tasks, managing project todos and time tracking. Supports GTD workflow with contexts and actionability tags (next actions, projects, waiting, someday). Use this skill whenever you need to remember something, track progress, or manage your own task list. Use when this capability is needed.

Sep 17
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Unicon MCP

Help users connect the Unicon MCP server to Claude Desktop, Cursor, and other MCP clients. Use when setting up MCP config, verifying installs, debugging MCP connection issues, or using Unicon tools for icon search and generation through AI assistants. Use when this capability is needed.

Sep 17
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Smart Docs

AI-powered comprehensive codebase documentation generator. Analyzes project structure, identifies architecture patterns, creates C4 model diagrams, and generates professional technical documentation. Use when users need to document codebases, understand software architecture, create technical specs, or generate developer guides. Supports all programming languages. Use when this capability is needed.

Sep 17
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Zhangfengcdt Memoir Memoir

You are the **memoir-onboard** agent. You build or refresh a compact, structured snapshot of the current project and persist it in the memoir store, so future Claude sessions can start warm via SessionStart injection.

Sep 17
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Moltpay

Payment and wallet capabilities for AI agents. Send gasless crypto transactions, register on-chain identity, and verify on MoltBook. Use when this capability is needed.

Sep 17
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Documentation Writing

Use when writing or editing documentation under docs/ — page layout, docs_src snippet embedding, snippet tests, link conventions, and FastStream example-code rules.

Sep 17
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Agentscope Skill

This guide covers the design philosophy, core concepts, and practical usage of the AgentScope framework. Use this skill whenever the user wants to do anything with the AgentScope (Python) library. This includes building agent applications using AgentScope, answering questions about AgentScope, looking for guidance on how to use AgentScope, searching for examples or specific information (functions/classes/modules). Use when this capability is needed.

Sep 17
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Unity Csharp Reference

Browse Unity Technologies' official UnityCsReference C# source as a read-only local cache. Use when the user asks about the exact signature, behavior, or internal implementation of a Unity API, when comparing API differences between Unity versions, or when validating LLM-suggested Unity code against the canonical source. Do not use for editing project code (use `unity-csharp-edit`). Do not use for project-local script reading (use `unity-csharp-navigate`). Use when this capability is needed.

Sep 17
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Virtuals

Virtuals Protocol AI Agent marketplace (Base chain) Use when this capability is needed.

Sep 17
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Zerotoken Openclaw

Use when using ZeroToken MCP via OpenClaw for browser automation, trajectory recording and low-token replay, especially for recurring or scheduled browser tasks.

Sep 17
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Golang CLI

Golang CLI application development. Use when building, modifying, or reviewing a Go CLI tool — especially for command structure, flag handling, configuration layering, version embedding, exit codes, I/O patterns, signal handling, shell completion, argument validation, and CLI unit testing. Also triggers when code uses cobra, viper, or urfave/cli. For cobra-specific APIs → See `samber/cc-skills-golang@golang-spf13-cobra` skill; for viper configuration layering → See `samber/cc-skills-golang@golang-spf13-viper` skill. Use when this capability is needed.

Sep 17
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Builder

Use when working with a skill for building and maintaining Agent Skills

Sep 17

Frequently asked questions

What are AI & ML agent skills?

Which AI & ML skills are most installed?

Popular AI & ML skills on SkillMD right now include ionic, junit, mocha. 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.