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 2442 Prompt Injection Patterns Fe043847Prompt Injection Patterns
7 - tools-only Bundle 2490 MCP Architecture Analysis E20724eb
MCP Architecture Analysis: agentskill-kaizen Plugin Ecosystem
7 - tools-only Bundle 2512 Financial Model Standards 058c3646
Financial Model Standards
7 - tools-only Bundle 2608 Research Agent Assessment C6d81a5d
Research Agent Assessment — Phase 1 Plugin Creation
7 - tools-only Bundle 997 Agent Streaming Plugin Fix 7495bbef
Agent Streaming Plugin Execution Fix
7 - tools-only Bundle 370 Feedback Sbi Model D61d4f65
SBI Feedback Model - Complete Guide
7 - tools-only Bundle 2873 Openwebui Tutorial 76ec2022
OpenWebUI with Ollama, LiteLLM, MCPO, and MCP Gateway Deployment Guide
7 - tools-only Bundle 2881 Virtual MCP Server 03fa9d5c
Virtual MCP Server - Design Document
7 - tools-only Bundle 2970 MCP Debug Research Fa166c9a
Debugging Failing MCP Servers in Claude Code
7 - tools-only Bundle 2656 Grenier Agent Skill Quality 24df2a84
Evaluation: Mathieu Grenier - Agent & Skill Quality
7 - tools-only Bundle 2652 Git Commit Pushprompt Cbbdc7bb
Stage changes, create a conventional commit, push to the current branch, and optionally open a pull request to main using the GitHub MCP server.
7 - tools-only Bundle 2485 Human Touchpoint Model Dfcffc25
Human Touchpoint Model
7 - tools-only Bundle 1007 Vision Model Parameter Fix 87c668ce
Vision Model Parameter Fix for GPT-5 and O-Series Models
7 - tools-only Bundle 1315 Skill Meta Analysis Prompt 6227e8b9
Agent Skill Security Meta-Analysis
7 - tools-only Bundle 1315 Skill Meta Analysis Prompt E7f5e893
Agent Skill Security Meta-Analysis
7 - tools-only Bundle 1315 Skill Meta Analysis Prompt Ff78db65
Agent Skill Security Meta-Analysis
7 - tools-only Bundle 1798 Phase1b Completion Summary 98065422
Phase 1b Completion Summary: RAG Adaptors Chunking Implementation
7 - tools-only Bundle 2039 Adaptable LLM Backend Apis 651d6bc3
**Feature Guide: WilmerAI's Adaptable LLM Connector**
7 - tools-only Bundle 1530 Description Skill 35faf9f6
Audit agent lifecycle — validates agent execution capability against configuration. Accepts plugin path, runs 8 semantic audits (capability vs config alignment, skill loading correctness, inter-agent contracts, prompt contradictions, tool sufficiency, dead agents, scriptable patterns, pattern learning), writes reports to .claude/audits/. Use when auditing agent lifecycle, checking agent capabilities, verifying tool access, finding dead agents, validating agent contract alignment, or confirming agents can execute workflows.
7 - tools-only Bundle 726 Prompt Eval Opensource 245b829a
大模型安全体检
7 - tools-only Bundle 2081 Environment Setup 3032dc4d
Agent Development Environment Setup
7 - tools-only Bundle 2081 Environment Setup 377e5e0b
Agent Development Environment Setup
7 - tools-only Bundle 2081 Environment Setup 515167ac
Agent Development Environment Setup
7 - tools-only Bundle 2081 Environment Setup 8a4e91a9
Agent Development Environment Setup
7 - tools-only Bundle 2081 Environment Setup 9a8e9a5f
Agent Development Environment Setup
7 - tools-only Bundle 2081 Environment Setup Aea52fe3
Agent Development Environment Setup
7 - tools-only Bundle 2081 Environment Setup C2a42c91
Agent Development Environment Setup
7 - tools-only Bundle 2081 Environment Setup D0710e36
Agent Development Environment Setup
7 - tools-only Bundle 2295 Macos Setup Guide 4684d640
Complete macOS Setup Guide: MCP Gateway & Registry
7 - tools-only Bundle 2295 Macos Setup Guide A75722b9
Complete macOS Setup Guide: MCP Gateway & Registry
7 - tools-only Bundle 2865 Security Features 9a7d26a9
MCP Gateway Security Features
7 - tools-only Bundle 3010 MCP Server Python 5f654215
FastMCP 2 Python Servers: Create, Build, and Run
7 - tools-only Bundle 2568 Tool Design Best Practices Ff2aac14
Tool Design Best Practices for Multi-Agent Systems
7 - tools-only Bundle 2574 Agentskills Best Practices 3987561b
Agent Skills Best Practices Reference
7 - tools-only Bundle 332 Model Architecture Patterns Ff0bea0f
Model Architecture Patterns from Weight Files
7 - tools-only Bundle 2176 Locust Fix Failures Ee374115
Prompt: Investigate and Fix Locust Load Test Failures
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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 2442-prompt-injection-patterns_fe043847, 2490-mcp-architecture-analysis_e20724eb, 2512-financial-model-standards_058c3646. 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.