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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tools-only Bundle 643 MCP Builder Tools Guide Cd13dcd7Agent Builder MCP Tools - MCP Integration Guide
7 - tools-only Bundle 2589 Phase 1 Source Analysis 23c0b46e
Phase 1 — MCP Resolution and Source Analysis
7 - tools-only Bundle 652 Top 10 AI Agent Frameworks 2025 D04933f4
Top 10 AI Agent Frameworks in 2025
7 - tools-only Bundle 2064 Standard Conversational Cca1bd67
**Core LLM Interaction: The `Standard` or `Conversational` Node**
7 - tools-only Bundle 2600 Agent Teams Quick Start 9084d8c1
Practical 5-minute setup guide with copy-paste patterns for agent teams
7 - tools-only Bundle 1756 Server Versioning Operations 2828a0d2
MCP Server Versioning - Operations Guide
7 - tools-only Bundle 1761 Anthropic API Implementation 1b8e188a
Anthropic MCP Registry API - Implementation Guide
7 - tools-only Bundle 2477 MCP Developer Guide JSON Rpc Fac51d04
MCP JSON RPC Guide
7 - tools-only Bundle 1796 All Phases Completion Summary 62f73bd9
RAG & CLI Improvements (v2.11.0) - All Phases Complete
7 - tools-only Bundle 745 Sam Vs Ralph Loop Orchestrator 2d5914db
Comparison: Stateless Agent Methodology vs Ralph Loop Orchestrator
7 - tools-only Bundle 026 Agent Script Reference 619469b2
Agent Script DSL Reference
7 - tools-only Bundle 2887 Agent Lifecycle Audit 05fd0a7b
Agent Lifecycle Audit — Research Document
7 - tools-only Bundle 1378 MCP Client Architecture 67caabbb
MCP Client Architecture
7 - tools-only Bundle 2174 Locust Improve Coverage A0dbe353
Prompt: Achieve 100% Locust Coverage of All REST API Endpoints
7 - tools-only Bundle 2628 Final Compliance Report E631ff9d
Agent Skills Anthropic Spec Compliance - Final Report
7 - tools-only Bundle 3008 07 Multi Agent Patterns C3cc8adc
Agent topologies, worktrees, dual-instance planning, horizontal scaling, decision matrix
7 - tools-only Bundle 1841 012 Ms Oldv MCP Servers Status 6b996ef8
MCP Servers Status Report
7 - tools-only Bundle 2631 Agent Skill Creator Full Brief 70aab80a
Agent Skill Creator: The Complete Guide
7 - tools-only Bundle 1538 Custom LLM Integration 56881a12
Custom LLM Integration Guide
7 - tools-only Bundle 1580 Softaworks Agent Toolkit 19c426ae
Softaworks Agent Toolkit
7 - tools-only Bundle 1580 Softaworks Agent Toolkit Ba696b17
Softaworks Agent Toolkit
7 - tools-only Bundle 2137 Agent Skillsinstructions 95976920
Guidelines for creating high-quality Agent Skills for GitHub Copilot
7 - tools-only Bundle 2137 Agent Skillsinstructions Bc961856
Guidelines for creating high-quality Agent Skills for GitHub Copilot
7 - tools-only Bundle 2137 Agent Skillsinstructions F26d6a41
Guidelines for creating high-quality Agent Skills for GitHub Copilot
7 - tools-only Bundle 2866 Agent Sdk Slash Commands 415802d6
Slash commands provide a way to control Claude Code sessions with special commands that start with `/`. These commands can be sent through the SDK to perform actions like clearing conversation history, compacting messages, or getting help.
7 - tools-only Bundle 2924 Vscode Copilot Hooks Doc B9d46fa0
Agent hooks in Visual Studio Code (Preview)
7 - tools-only Bundle 2947 RAG Evaluation Framework 6c625f57
RAG Evaluation Framework
7 - tools-only Bundle 3009 09 Cost And Optimization 44eb9ab6
Model selection, cost optimization, subscription tiers, token reduction strategies
7 - tools-only Bundle 2688 Cross 1 Claude Code Improved 576acfe7
Research Results: Claude Code skills and MCP servers
7 - tools-only Bundle 2695 MCP Developer Guide JSON Rpc 2bfea8c1
MCP JSON RPC Guide
7 - tools-only Bundle 1146 Whitepaper Before 45 1c13ffbc
\*\*Prompt-Driven Development (PDD)
7 - tools-only Bundle 456 Hyperparameter Tuning 38f93198
Hyperparameter Tuning for LLM Fine-Tuning
7 - tools-only Bundle 025 Agent Deployment Guide 289641ff
Agentforce Agent Deployment Guide
7 - tools-only Bundle 025 Agent Deployment Guide 319a3340
Agentforce Agent Deployment Guide
7 - tools-only Bundle 025 Agent Deployment Guide 408e4f90
Agentforce Agent Deployment Guide
7 - tools-only Bundle 025 Agent Deployment Guide 520684a7
Agentforce Agent Deployment Guide
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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 643-mcp_builder_tools_guide_cd13dcd7, 2589-phase-1-source-analysis_23c0b46e, 652-top-10-ai-agent-frameworks-2025_d04933f4. 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.