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 2495 Sam Definition 442d159aSAM (Stateless Agent Methodology) — Definition
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SAM (Stateless Agent Methodology) — Definition
7 - tools-only Bundle 2576 Embedding Spec 1fb6e3cb
Embeddings are a numerical representation of text input that open up a number of unique use cases, such as clustering, similarity measurement and information retrieval. For an introduction, check out the[Embeddings guide](https://ai.google.dev/gemini-api/docs/embeddings).
7 - tools-only Bundle 2663 Sam Definition 22348494
SAM (Stateless Agent Methodology) — Definition
7 - tools-only Bundle 2713 Security Hooks Aa01ca2a
MCP Security Hooks
7 - tools-only Bundle How To Delegate 2
Scientific delegation framework for orchestrators - provide observations and success criteria while preserving agent autonomy
7 - tools-only Bundle 2291 Cognito 03b2d4d0
Amazon Cognito Setup Guide for MCP Gateway Registry
7 - tools-only Bundle 827 Refactor 718d2864
I was wrong about Agent Skills and how I refactor them
7 - tools-only Bundle 2525 Meta Prompt E35317d0
ZERG v2 Implementation Meta-Prompt
7 - tools-only Bundle 255 Instructions 44f93616
Meeting Intelligence Agent
7 - tools-only Bundle 255 Instructions 58a29a19
Comprehensive Honcho MCP Integration Instructions
7 - tools-only Bundle 2583 Requirement 52b77e05
<!-- Source: https://github.com/SuperiorByteWorks-LLC/agent-project | License: Apache-2.0 | Author: Clayton Young / Superior Byte Works, LLC (Boreal Bytes) -->
7 - tools-only Bundle 1496 Specification 72e96569
Nucleus V2 Specification: Agent-Native Task Orchestration
7 - tools-only Bundle 2519 MCP Ecosystem 3444b143
MCP Ecosystem & Companion Tools
7 - tools-only Bundle 1802 QA Audit Report 8ae45ff5
QA Audit Report - v2.11.0 RAG & CLI Improvements
7 - tools-only Bundle 1819 Task19 Complete 9972138b
Task #19 Complete: MCP Server Integration for Vector Databases
7 - tools-only Bundle 1904 Pi Agent B47b0a52
Pi Agent Setup
7 - tools-only Bundle 2229 Commands 57549608
Control aider with in-chat commands like /add, /model, etc.
7 - tools-only Bundle 266 Debugging 7b3de054
Debugging EvalView — How to Debug Failing AI Agent Tests
7 - tools-only Bundle 266 Debugging 9691495e
Debugging EvalView — How to Debug Failing AI Agent Tests
7 - tools-only Bundle 2909 Sequence 9457d932
<!-- Source: https://github.com/SuperiorByteWorks-LLC/agent-project | License: Apache-2.0 | Author: Clayton Young / Superior Byte Works, LLC (Boreal Bytes) -->
7 - tools-only Bundle 564 MCP Setup 0f042270
MCP Server Configuration Guide
7 - tools-only Bundle 564 MCP Setup 6c5697d1
Complete MCP Setup Guide - MCP 2025 (v2.7.0)
7 - tools-only Bundle 564 MCP Setup B197b065
MCP Server Configuration Guide
7 - tools-only Bundle 1065 Tech Stack Acb0c4f4
PDD Prompt Linter — Technical Stack
7 - tools-only Bundle 560 MCP Scan En Eb30169e
AI Tool Protocol Scan
7 - tools-only Bundle 756 Quick Start 666694e5
MCP Server Quick Start Guide
7 - tools-only Bundle 966 Setup Guide 47d53a88
Spotify MCP Setup Guide
7 - tools-only Bundle 1770 Database Design B11e9364
Database Design - MCP Gateway Registry
7 - tools-only Bundle 1770 Database Design Cd7ad973
Database Design - MCP Gateway Registry
7 - tools-only Bundle 417 Ecomode F42e5d09
Ecomode - Smart Model Routing
7 - tools-only Bundle 417 Criteria Ddf73152
Agent Readiness Criteria
7 - tools-only Bundle 2564 Model Fingerprints 557e707b
Model-Specific Fingerprints
7 - tools-only Bundle 033 CLI Guide 49550e7a
Agent Script CLI Quick Reference
7 - tools-only Bundle 033 CLI Guide 7630e4b3
Agent Script CLI Quick Reference
7 - tools-only Bundle 2485 Prompt Extraction 571db0db
Extracting and Applying Optimized Prompts
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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 2495-sam-definition_442d159a, 2502-sam-definition_c220f102, 2576-embedding-spec_1fb6e3cb. 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.