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 1558 MCP Integration Guide 69a7c0d2MCP Integration Guide
7 - tools-only Bundle 1558 MCP Integration Guide B559dadb
MCP Integration Guide
7 - tools-only Bundle 2932 Perplexity MCP Server 827acd08
Perplexity API Platform MCP Server
7 - tools-only Bundle 2966 Isolation Enforcement 4034b4f7
Enforcing Agent Isolation - Technical Options
7 - tools-only Bundle 2988 MCP Servers Ecosystem E5a5f904
Validated community MCP servers evaluated for production readiness and security
7 - tools-only Bundle 1116 User Agent Social Sign On Ed635180
User-Agent with Social Sign-On Flow Template
7 - tools-only Bundle 1252 Model First Reasoning LLM Agents Ec4c3d75
Model-First Reasoning LLM Agents: Reducing Hallucinations through Explicit Problem Modeling
7 - tools-only Bundle 2298 Prompt Engineering Fundamentals B2c4c8cf
Prompt Engineering Fundamentals
7 - tools-only Bundle 2250 02 Volcengine Purchase Guide 7d7a1047
Volcengine Model Purchase Guide
7 - tools-only Bundle 2250 02 Volcengine Purchase Guide F3c4fe34
Volcengine Model Purchase Guide
7 - tools-only Bundle 2443 State Management Patterns C80e0022
State Management Patterns for Multi-Agent Systems
7 - tools-only Bundle 667 Stateless Agent Methodology E722d1cc
Stateless Agent Methodology (SAM)
7 - tools-only Bundle 722 Prompt Eval Method Encoding D0527875
编码攻击方法
7 - tools-only Bundle 2667 Agent Definitionsinstructions 21fb2966
Standards for Copilot custom agent definition files
7 - tools-only Bundle 2317 Vertex Life Sciences Full Context Efaa9c6d
COMPLETE Context for Vertex AI: Life Sciences MCP Plugin Generation
7 - tools-only Bundle 414 Target User Panel Prompt 3309e19a
Target User Review Prompt
7 - tools-only Bundle 648 AI Agent Cost Management Guide A19cf646
AI Agent Cost Management: A Complete Guide
7 - tools-only Bundle 2532 Hive Coder Meta Agent Plan 58cfcf68
Hive Coder: Meta-Agent Integration Plan
7 - tools-only Bundle Sam Cost Token Management
Explore token budgets and cost controls per agent/stage. Track API costs. Set limits per task.
7 - tools-only Bundle 2662 017 Pat Cullen Final Review Cef8c035
Pat Cullen - Multi-Agent PR Review (Final Review)
7 - tools-only Bundle 1015 Agent Payload Field Lengths Fix 12f44af0
Agent Payload Field Lengths Fix (Version v0.237.001)
7 - tools-only Bundle 1854 204 Dr Sops 01 Multi Agent Rate 17eda6a9
Multi-Agent Rate Limit Management
7 - tools-only Bundle 955 Selecting An MCP Gateway Ebaef390
How ContextForge Fits the Criteria for Selecting an Enterprise MCP Gateway
7 - tools-only Bundle 3028 Self Signed Certificates C29006e4
Using Self-Signed Certificates with MCP Servers
7 - tools-only Bundle 2701 Task 36 Multi Agent Production 26fb5775
TASK-36: Multi-Agent Production Polish
7 - tools-only Bundle 2643 Context Optimizationinstructions 50c06df4
Context window optimization rules for agent definitions, skills, and instruction files
7 - tools-only Bundle 2860 Agent Sdk Migration Guide 04cce82e
Overview
7 - tools-only Bundle 2994 Git MCP Server Evaluation 7a36b6ba
Git MCP Server (Official Anthropic) - Resource Evaluation
7 - tools-only Bundle 3012 MCP Architecture Patterns 230d8859
MCP Architecture Patterns & Anti-Patterns
7 - tools-only Bundle 415 Generate Microsim Index Skill 6ec52ab9
Prompt Used to Generate the MicroSim Index Feature of the MicroSim-Util Skill
7 - tools-only Bundle 1572 Multi Entry Point Agents C1f1f27c
Multi-Entry-Point Agent Architecture
7 - tools-only Bundle 1501 04 Configuration Directory 990487d5
Application settings, model registry, and pricing data
7 - tools-only Bundle 2362 Universal RAG Preprocessor 151ba401
Skill Seekers: The Universal Preprocessor for RAG Systems
7 - tools-only Bundle 2362 Universal RAG Preprocessor 19187c26
Skill Seekers: The Universal Preprocessor for RAG Systems
7 - tools-only Bundle Bicep Whatif Subagent 2
Bicep deployment preview subagent. Runs az deployment group what-if to preview changes before deployment. Analyzes policy violations, resource changes, and cost impact. Returns structured summary for parent agent review.
7 - tools-only Bundle 362 01 Multi Agent Rate Limits 2fd178b8
Prevent API throttling in concurrent multi-agent systems. Token bucket algorithms, sliding windows, priority queues, and backpressure handling for Claude API rate limits.
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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 1558-mcp_integration_guide_69a7c0d2, 1558-mcp_integration_guide_b559dadb, 2932-perplexity-mcp-server_827acd08. 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.