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 028 Agents 5421ee8eAgent Development Guide - strands-agents/private-docs-staging
7 - tools-only Bundle 024 Agent 1342a4c6
Agent 开发指南
7 - tools-only Bundle 572 Usage Guide 24b52f6e
Multiomics GRN Inference - Usage Guide
7 - tools-only Bundle 572 Usage Guide 963caa6b
Model Interpretation Usage Guide
7 - tools-only Bundle 1499 Bias Mitigation Bf43f18e
Bias Mitigation Techniques for LLM Evaluation
7 - tools-only Bundle 337 Agents 768cc392
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7 - tools-only Bundle 337 Agents 7c27359c
Agent Instructions — Skills Repo
7 - tools-only Bundle 344 Prompt C9c64e7a
Automation Advisor - Interactive Prompt
7 - tools-only Bundle 081 Troubleshooting Bfc2a3f0
Worktree Troubleshooting (Agent Reference)
7 - tools-only Bundle 2463 Agent Coverage 7c78fdcc
AI Agent Coverage Visualization
7 - tools-only Bundle 2565 Knowledge Base 5d55b4e7
Synalinks Knowledge Base and RAG
7 - tools-only Bundle 1439 Prompt Used 3b61ed20
Voice Conversation Prompt for Claude & Gemini
7 - tools-only Bundle 255 Instructions 1bbb02e0
Attribution Model Builder
7 - tools-only Bundle 1591 Pep723 E04def94
Official Python specification for embedding dependency metadata in single-file scripts
7 - tools-only Bundle 2900 Dotenv 0088c147
Using a .env file to store LLM API keys for aider.
7 - tools-only Bundle 475 Instana C81a89af
IBM Instana MCP Server
7 - tools-only Bundle 331 Embedding 25a54713
Embedding 配置
7 - tools-only Bundle 564 MCP Setup 5d512cbf
Complete MCP Setup Guide - MCP 2025 (v2.7.0)
7 - tools-only Bundle 819 Readme Zh 9d01b994
Prompt安全评测-说明文档（for A.I.G）
7 - tools-only Bundle 255 Instructions F1cce7f6
Data Quality Agent
7 - tools-only Bundle 2597 Foundations 9e0eb90b
Shared Foundations: Attacker-Controlled Input Model
7 - tools-only Bundle 2685 Analyzer Bf68f4ca
Post-hoc Analyzer Agent
7 - tools-only Bundle 255 Instructions A80dace1
Summarization Agent
7 - tools-only Bundle 2111 Code Reviewer 559d0724
Use this agent when a major implementation step has been completed and needs review against requirements and coding standards.
7 - tools-only Bundle 2111 Code Reviewer 8d93bfc4
Use this agent when a major implementation step has been completed and needs review against requirements and coding standards.
7 - tools-only Bundle 2501 External LLM 6f65f5e7
External LLM Guide
7 - tools-only Bundle 659 Description Skill 6f321cc5
Research and compare the Stateless Agent Methodology (SAM) against other methodologies using only verifiable reference material. Produce overlap/divergence analysis that is useful for comparing strategy, methodologies, and potential implementations, and for identifying weaknesses in the current SAM methodology while changes are still cheap. Creates structured comparison documents following the SAM comparison template, including terminology normalization + attribution notes.
7 - tools-only Bundle 659 Description Skill B89b4dfd
Knowledge reference for Autonomous Refinement Loop research — pattern research into prerequisites for autonomous execution without synchronous human blocking gates. Defines failure categories, prerequisites, and conditions for replacing human judgment with machine-verifiable checks. Use when designing or evaluating autonomous agent loops, gate conditions, or HOOTL execution patterns.
7 - tools-only Bundle 232 Pillars Ecc3f1eb
Agent Readiness Pillars
7 - tools-only Bundle 426 MCP CLI 55462e77
🖥️ MCP CLI + MCP Context Forge Gateway
7 - tools-only Bundle 445 MCP CLI Dbea27bc
🖥️ MCP CLI + ContextForge Gateway
7 - tools-only Bundle 098 Cost Tracking 1bfec4b3
Cost Tracking — Monitor AI Agent Token Usage and Spending
7 - tools-only Bundle 1382 Firebase MCP Cabac65f
Firebase MCP Integration 错误案例
7 - tools-only Bundle 1545 Requirements Aa3e4064
S08: Coding Agent - Business Requirements
7 - tools-only Bundle 2477 Health Check D5527978
OpenClaw Health Check Agent
7 - tools-only Bundle Confluence Assistant
Expert in Confluence operations using Atlassian MCP - automatically detects workspace Confluence configuration or prompts for site details. Use for searching, creating, updating pages, managing spaces, and adding comments with proper Markdown formatting.
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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 028-agents_5421ee8e, 024-agent_1342a4c6, 572-usage-guide_24b52f6e. 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.