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 2935 Research Schema 5f003b98Schema Research: Claude Code Plugin, Agent, and Skill Formats
7 - tools-only Bundle 2993 MCP Sdk Summary 10755854
MCP SDK Research Summary
7 - tools-only Bundle 2545 Expert Panel Methodology 71a07ceb
A systematic multi-agent source code survey protocol for extracting patterns from repositories through structured discussion and cross-examination. Produces evidence-based datasets that inform skills and system design.
7 - tools-only Bundle 2612 Kaizen External Research 521a6a13
External Research: Existing Tools for LLM Agent Transcript Analysis
7 - tools-only Bundle 314 Threat Taxonomy 04194424
Agent Skills Threat Taxonomy
7 - tools-only Bundle 314 Threat Taxonomy 9557b526
Agent Skills Threat Taxonomy
7 - tools-only Bundle 415 Execution Guide 7ce13977
Agent Team Execution Guide
7 - tools-only Bundle 1064 Agent Citations Bug Fix 77271a99
Agent Citations Cross-Conversation Contamination Bug Fix
7 - tools-only Bundle 1066 Esam Agent Instructions Bfe4997e
ESAM Agent Instructions
7 - tools-only Bundle 2566 Embedding Model Benchmark 033e3c0b
Embedding Model Benchmark 2024
7 - tools-only Bundle 705 Vanderbilt Prompt Patterns A0e8ef79
Vanderbilt University Prompt Pattern Catalog
7 - tools-only Bundle 337 Product Prompts 27399a25
ChatGPT for Product - Prompt Examples
7 - tools-only Bundle 420 Sourcesyncai MCP 8b1c62cc
SourceSync.ai MCP Server
7 - tools-only Bundle 2501 Service Agent Persona 0ec96a48
<!-- Parent: sf-ai-agentforce-conversationdesign/SKILL.md -->
7 - tools-only Bundle 2442 Pattern Comparison 06f08cff
Multi-Agent Pattern Comparison
7 - tools-only Bundle 1359 System Prompt Flash 631638b5
You are an AI agent designed to operate in an iterative loop to automate browser tasks. Your ultimate goal is accomplishing the task provided in <user_request>.
7 - tools-only Bundle 922 Copilot Instructions 1423668e
GitHub Copilot Coding Agent Instructions (Brood)
7 - tools-only Bundle 922 Copilot Instructions Bebc028c
GitHub Copilot Coding Agent Instructions (Brood)
7 - tools-only Bundle 1366 Project Understanding Fcd10844
Claude Code Deep Research Agent - 项目理解文档
7 - tools-only Bundle 1489 LLM Tool Call Formats C43fa426
LLM 工具调用格式指南
7 - tools-only Bundle 658 Hallucination Triggers 2f73b363
Hallucination Detection Guide for AI Agent Orchestration
7 - tools-only Bundle 658 Hallucination Triggers A1b557ad
Hallucination Detection Guide for AI Agent Orchestration
7 - tools-only Bundle 1485 Implementation Patterns 73711fad
LLM-as-Judge Implementation Patterns
7 - tools-only Bundle 2865 Agent Sdk Skills A3151c07
Overview
7 - tools-only Bundle 2951 Backdate Program 8fcf3159
Orchestrates multi-agent workflow to backdate and quality-improve existing state program parameters
7 - tools-only Bundle 073 Atlassian MCP Setup 3ec3280f
Atlassian MCP Server Setup Guide
7 - tools-only Bundle 1558 Infraops Conductoragent A8fd11bf
InfraOps Conductor Agent
7 - tools-only Bundle 2455 Agent Sdk Cost Tracking A74087bf
SDK Cost Tracking
7 - tools-only Bundle 2529 Swap Integration Expert B0947791
Expert agent for complex Uniswap swap integration questions. Use for Trading API integration, Universal Router encoding, SDK usage, Permit2 patterns, and smart contract integrations.
7 - tools-only Bundle 2530 Viem Integration Expert 051ed8b6
Expert agent for complex viem and wagmi integration questions. Use for debugging transaction issues, optimizing gas, handling edge cases, multi-chain patterns, and advanced contract interactions.
7 - tools-only Bundle 948 Embedding Token Tracking 8623d007
Embedding Token Tracking for Document Uploads
7 - tools-only Bundle 1166 Security Scanner 23f0cff7
MCP Security Scanner - Supply Chain Security for MCP Servers, A2A Agents, and Agent Skills
7 - tools-only Bundle 1166 Security Scanner F82c24e1
MCP Security Scanner - Supply Chain Security for MCP Servers and A2A Agents
7 - tools-only Bundle 2986 Agent Evaluation 7f30c26e
Metrics, patterns, and tools for measuring custom agent effectiveness
7 - tools-only Bundle 328 Description Skill 6d9a4128
Execute a SAM task plan (plan/tasks-*.md) by looping ready tasks, delegating each to its specified agent, and relying on hooks to update task timestamps/status. Use when a task file exists and you need to run the implementation loop that picks up ready tasks and delegates them to agents.
7 - tools-only Bundle 328 Description Skill 90c9674f
Linter-specific resolution workflows for ruff, mypy, pyright, and basedpyright. Provides systematic root-cause analysis procedures, suppression gates, and verification steps. Use when resolving linting errors as a sub-agent, implementing fixes systematically, or conducting type flow analysis.
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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 2935-research-schema_5f003b98, 2993-mcp-sdk-summary_10755854, 2545-expert-panel-methodology_71a07ceb. 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.