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 2644 Agent Framework Research 2024 2026 B0b49f8aComprehensive Research: Agent Framework Designs (2024–2026)
7 - tools-only Bundle 354 Explain Changes Mental Model Edb34aa6
Build a mental model of changes by splitting them into smaller logical chunks
7 - tools-only Bundle 2233 User Story Prompt Generator Prompt 6219437e
Context
7 - tools-only Bundle 651 Multi Agent Vs Single Agent Systems 088f46ed
Multi-Agent vs Single-Agent Systems: When to Use Each
7 - tools-only Bundle 446 Process Research Integration Ad88faed
Process all research files to add/update Integration Opportunities sections. Orchestrates the research-context-agent to cross-reference each file with existing skills, agents, and plugins.
7 - tools-only Bundle 2471 AI Agent Composability Analysis 2c9b54ed
AI Agent Composability Analysis
7 - tools-only Bundle 2520 AI Agent Composability Analysis 8ca26161
AI Agent Composability Analysis
7 - tools-only Bundle 650 AI Agent Observability Monitoring 3e89fb26
AI Agent Observability & Monitoring: The Complete Guide
7 - tools-only Bundle 524 2026 02 02 20 47 34 Agent Bottlenecks Ac027c57
Research – Agent Bottlenecks Analysis
7 - tools-only Bundle 637 Remove LLM Dependency From MCP Server 6346f1ca
Issue: Remove LLM Dependency from Agent Builder MCP Server
7 - tools-only Bundle 637 Remove LLM Dependency From MCP Server 8e0c5d66
Issue: Remove LLM Dependency from Agent Builder MCP Server
7 - tools-only Bundle 2923 Generic Prompt Management API 92f3d1c9
[BETA] Generic Prompt Management API - Integrate Without a PR
7 - tools-only Bundle 463 Implementation Plan November 2025 1b9121b2
Claude Skills - Skill-Agent Integration Implementation Plan
7 - tools-only Bundle 2264 Agent Skills Operational Guide 1a9e04e2
Agent Skills Operational Guide
7 - tools-only Bundle 416 Detecting LLM Hallucinations In CI Da061733
How We Catch LLM Hallucinations Before They Reach Users (Using EvalView)
7 - tools-only Bundle 420 Detecting LLM Hallucinations In CI 471c775c
How We Catch LLM Hallucinations Before They Reach Users
7 - tools-only Bundle 2153 214 Ms Drft Skills Pages Implementation 347aebe1
Agent Skills Pages Implementation Summary
7 - tools-only Bundle 475 2026 02 02 Remove Heuristic Token Counting 9c1ea9ff
Remove heuristic token counting from agent flow
7 - tools-only Bundle 721 Prompt Driven Development Doctrine 9b47b496
Prompt‑Driven Development Doctrine
7 - tools-only Bundle 893 Reference Set Ext 13 AI Agent Security 9b1a91eb
<!-- Threat Modeling Skill | Version 3.0.0 (20260201a) | https://github.com/fr33d3m0n/threat-modeling | License: BSD-3-Clause -->
7 - tools-only Bundle 427 Data Driven Optimize Overall Guide 329d321c
Guide to Data-Driven Optimize (Prompt Optimizer)
7 - tools-only Bundle Contextual AI Documentation Optimizer 2
Optimize prompts, SKILL.md, and CLAUDE.md files for better Claude comprehension using self-verifying methodology. Use when improving prompt effectiveness, rewriting instructions for AI consumption, analyzing ineffective prompts, or refining system prompts and agent configurations. Applies RT-ICA pre-check and CoVe post-check to ensure verified optimization with token impact reporting and structural enforcement recommendations.
7 - tools-only Bundle 459 Reference Set Ext 13 AI Agent Security 43ee4a42
<!-- Threat Modeling Skill | Version 3.0.3 (20260209a) | https://github.com/fr33d3m0n/threat-modeling | License: BSD-3-Clause -->
7 - tools-only Bundle 459 Reference Set Ext 13 AI Agent Security E5c91b36
<!-- Threat Modeling Skill | Version 3.0.2 (20260204a) | https://github.com/fr33d3m0n/threat-modeling | License: BSD-3-Clause -->
7 - tools-only Bundle 2376 2026 02 09 11 31 28 Agent Panel Throughput 84fcd2ea
Research -- Agent Panel Missing t/s (Throughput) Display
7 - tools-only Bundle 2676 001 Vertex AI A2a Protocol Tutorial 61401136
Vertex AI Agent Engine: A2A Protocol Tutorial
7 - tools-only Bundle 725 Prompt Eval Methpd Behavioralcontrol En 21bbbdc7
Behavioral Control Attack Methods
7 - tools-only Bundle 1907 006 Supplemental Adk Agent Engine Reference 2901899e
Supplemental Reference: ADK & Vertex AI Agent Engine
7 - tools-only Bundle 2623 2026 02 07 Paul Rayner Agent Teams Linkedin A20e9ebb
Evaluation: Paul Rayner - Agent Teams Production Usage (LinkedIn)
7 - tools-only Bundle 521 2026 02 01 19 43 34 Prompt Engineer Remnants D5f4364e
Research - Prompt Engineer Remnants Removal
7 - tools-only Bundle 2965 2026 02 23 Parallel Tool Call Rollout Cc19323e
Parallel Tool-call Rollout via tiny-agent-os 1.2.5
7 - tools-only Bundle 1034 PDF Embedding Token Tracking Fix Ab2e8d78
PDF Embedding Token Tracking Fix
7 - tools-only Bundle 1314 Code Alignment Threat Analysis Prompt 8f953761
Agent Skill Behavioral Alignment Analysis
7 - tools-only Bundle System Prompt Debug Tool
System Prompt Tuning Debug Tool
7 - tools-only Bundle 2625 2026 02 19 Augment Context Engine MCP 3a9a6c73
Evaluation: Augment Code - Context Engine MCP
7 - tools-only Bundle 982 Tabular Data LLM Content Inclusion Fix 188fb717
Tabular Data LLM Content Inclusion Fix
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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 2644-agent_framework_research_2024_2026_b0b49f8a, 354-explain-changes-mental-model_edb34aa6, 2233-user-story-prompt-generator-prompt_6219437e. 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.