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.
-
tools-only Bundle 659 Description Skill 40b7921eSAM Stage 5 — Stateless execution of a single task in a fresh agent session. The task file IS the complete prompt containing all context needed. Used when dispatching a task to an agent; produces the EXECUTION artifact with implementation results and verification output.
7 - tools-only Bundle 659 Description Skill 6b040a2b
Transform transcript analysis findings into actionable improvements. Triggers on "generate hooks from findings", "improve agent", "fix anti-pattern", "kaizen improvement", "generate hook proposals", or "create improvement plan". Provides templates for hook generation, agent prompt refinement, skill patches, CLAUDE.md updates, and script automation from analysis data.
7 - tools-only Bundle 1457 MCP Env Precedence B161a1e0
MCP Environment Variable Precedence
7 - tools-only Bundle 1521 Promptinstructions 74e866c9
Guidelines for creating high-quality prompt files for GitHub Copilot
7 - tools-only Bundle 2199 Guide Lra Workflow 6c6b9fb3
Long-Running Agent (LRA) Workflow Guide
7 - tools-only Bundle 2311 Performance Tuning A345b9cc
Shell Prompt Performance Tuning
7 - tools-only Bundle 2458 Agent Sdk Overview 952fe8cd
The Claude Code SDK has been renamed to the **Claude Agent SDK**. If you're migrating from the old SDK, see the [Migration Guide](https://platform.claude.com/docs/en/agent-sdk/migration-guide).
7 - tools-only Bundle 2497 Adv Model Settings 45ec2acd
Configuring advanced settings for LLMs.
7 - tools-only Bundle 2586 MCP Best Practices 8ff83b58
MCP Best Practices
7 - tools-only Bundle 2608 Synthesis Protocol 6141a6e8
Multi-Agent Synthesis Protocol
7 - tools-only Bundle 2686 Base 1 Claude Code E024ee20
Research Results: Claude Code skills and MCP servers
7 - tools-only Bundle 2693 Eval 1 Claude Code 9a6b2f95
Evaluation: Claude Code skills and MCP servers
7 - tools-only Bundle 419 Instructions D7b7b879
ATaC MCP Server Instructions
7 - tools-only Bundle 421 Instructions 98648468
ATaC MCP Server Instructions
7 - tools-only Bundle 081 Troubleshooting F0bae3a1
Shell Prompt Troubleshooting
7 - tools-only Bundle 1102 Prompt Formats 496ff34b
Prompt Formats: JSON vs Natural Language
7 - tools-only Bundle 2059 Prompt Routing 571b41bd
**Feature Guide: WilmerAI's Prompt Routing Engine**
7 - tools-only Bundle 1516 Bicep Codeagent 107d326e
Bicep Code Agent
7 - tools-only Bundle 1516 Bicep Codeagent 2f8797dc
Bicep Code Agent
7 - tools-only Bundle 1516 Bicep Codeagent F07a2c74
Bicep Code Agent
7 - tools-only Bundle 2526 Arl Touchpoints 7bcf2e12
Human Touchpoint Model
7 - tools-only Bundle 558 MCP Prefix Issue C2310353
MCP Prefix Issue in Claude Code
7 - tools-only Bundle 936 Scheduler Erd 48b61186
Salesforce Scheduler Data Model Template
7 - tools-only Bundle 055 Architecture B5fa8504
Skills Lister MCP Server - Architecture
7 - tools-only Bundle 076 Authentication 9f3ca61a
MCP Authentication Patterns
7 - tools-only Bundle 102 Best Practices 2fb9766d
Agent Skills Authoring Best Practices
7 - tools-only Bundle 102 Best Practices E1c528d6
Agent Skills Authoring Best Practices
7 - tools-only Bundle 1751 Github Issues 46baa0e6
Create, update, and manage GitHub issues using MCP tools. Use this skill when users want to create bug reports, feature requests, or task issues, update existing issues, add labels/assignees/milestones, or manage issue workflows. Triggers on requests like "create an issue", "file a bug", "request a feature", "update issue X", or any GitHub issue management task.
7 - tools-only Bundle 1908 Install Aleph F718b7c7
Prompt: Install Aleph Across All Environments
7 - tools-only Bundle 2179 Specification 42a4d768
Agent Skills Specification — Full Reference
7 - tools-only Bundle 2179 Specification 63e1bdee
Agent Skills Specification — Full Reference
7 - tools-only Bundle 2871 MCP Reference 9b2d06aa
MCP Reference - Skill Seekers
7 - tools-only Bundle 2880 Agent Prompts 830030ad
Agent Prompt Templates
7 - tools-only Bundle 2895 Prompt Engine Ef3e271f
Prompt Engine
7 - tools-only Bundle 2903 MCP Contracts 53288f40
MCP Contract Testing
7 - tools-only Bundle 2952 Encode Policy 5051f75f
Orchestrates multi-agent workflow to implement new government benefit programs
7
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 659-description-skill_40b7921e, 659-description-skill_6b040a2b, 1457-mcp-env-precedence_b161a1e0. 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.