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.

AI & ML

5,020 skills

github

Copilot Sdk

Embed Copilot's agentic workflows in any application using Python, TypeScript, Go, or .NET.

36.2k

github

Phoenix CLI

Debug LLM applications using the Phoenix CLI: fetch traces, analyze errors, structure trace review with open and axial coding, inspect datasets, review experiments, and query the GraphQL API.

36.2k · bundle

github

Tldr Prompt

Create concise tldr summaries for GitHub Copilot customization files, MCP server documentation, or Copilot documentation from URLs or queries.

36.2k

github

Agentic Eval

Implement iterative evaluation and refinement loops for AI agent outputs, using self-critique, evaluator-optimizer patterns, and rubric-based scoring to improve quality.

36.2k

github

Boost Prompt

Refines task prompts through iterative questioning about scope, deliverables, and constraints, then copies the final markdown to the clipboard.

36.2k

github

Pinecone RAG

Build production RAG pipelines and persistent agent memory using Pinecone as the vector database backend.

36.2k

github

Github Issues

Create, update, and manage GitHub issues using MCP tools and the GitHub CLI.

36.2k · bundle

github

Breakdown Plan

Generates comprehensive GitHub project plans with Epic > Feature > Story/Enabler > Test hierarchy, dependencies, priorities, and automated issue tracking.

36.2k

github

Generate Image

Generate images using AI from OpenAI or Google Gemini, with support for textures, icons, sprites, and visual assets.

36.2k

github

Workiq Copilot

Queries Microsoft 365 Copilot data (emails, meetings, documents, Teams, people) using the WorkIQ CLI/MCP server for live context, summaries, and recommendations.

36.2k

github

Arize Evaluator

Creates and runs LLM-as-judge evaluators on Arize, including managing tasks, column mappings, and continuous monitoring.

36.2k · bundle

github

Chrome Devtools

Controls and inspects a live Chrome browser for automation, debugging, and performance profiling using the Chrome DevTools MCP server.

36.2k

github

Create Agentsmd

Generates a comprehensive AGENTS.md file at the repository root to provide AI coding agents with project context, setup commands, development workflows, testing instructions, and code style guidelines.

36.2k

github

Eval Driven Dev

Build automated evaluation pipelines for Python LLM applications using real LLM calls and structured test datasets.

36.2k · bundle

github

Resemble Detect

Detect AI-generated audio, images, video, and text, trace synthesis sources, apply watermarks, verify speaker identity, and analyze media intelligence using the Resemble AI platform.

36.2k · bundle

github

Semantic Kernel

Create, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific references for .NET and Python.

36.2k · bundle

github

Agent Governance

Add governance, safety, and trust controls to AI agent systems with policy enforcement, intent classification, and audit trails.

36.2k

github

Arize Experiment

Creates, runs, and analyzes Arize experiments for evaluating and comparing model performance using the ax CLI.

36.2k · bundle

github

Powerbi Modeling

Build and optimize Power BI semantic models with star schema design, DAX measures, relationships, and row-level security following Microsoft best practices.

36.2k · bundle

github

Quality Playbook

Runs a complete quality engineering audit on any codebase, deriving behavioral requirements, generating spec-traced tests, performing multi-pass code review, and producing a consolidated bug report with verified patches.

36.2k · bundle

github

X Twitter Scraper

Integrate Xquik into apps, scripts, data pipelines, or AI agents for X API tasks like tweet search, user lookup, follower export, media actions, and webhook verification.

36.2k

github

Foundry Agent Sync

Registers prompt-based AI agents in Azure AI Foundry via REST API from a local JSON manifest, making them immediately available for invocation.

36.2k

github

Mini Context Graph

Build a persistent, compounding knowledge base that combines a wiki, knowledge graph, and raw source storage for structured retrieval with provenance.

36.2k · bundle

github

Breakdown Epic Arch

Generates a high-level technical architecture specification for an epic from a Product Requirements Document, including system diagrams, component lists, and estimates.

36.2k

github

Conventional Commit

Generate standardized commit messages following the Conventional Commits specification using a structured XML format.

36.2k

github

Harness Engineering

Prevent repeated AI coding-agent mistakes by turning failures into durable instructions, drift checks, regression tests, failure memory, and adoption reports tailored to the target repository.

36.2k

github

Copilot Pr Autopilot

Automates repeated rounds of Copilot code review on GitHub pull requests: triggers review, triages threads, dispatches parallel fix agents, commits, replies, and loops until convergence.

36.2k · bundle

github

AI Team Orchestration

Bootstrap and run a multi-agent AI development team with parallel chats for planning, development, QA, and DevOps.

36.2k · bundle

github

Finalize Agent Prompt

Refines and polishes prompt files by applying proven best practices for structure, wording, and clarity while preserving original intent and formatting.

36.2k

github

Onboard Context Matic

Guides users through an interactive tour of the context-matic MCP server, explaining its purpose and demonstrating all available APIs with live tool calls.

36.2k

github

Slang Shader Engineer

Write, review, refactor, and optimize Slang shader code for graphics, compute, tessellation, and ray tracing pipelines with cross-compilation support.

36.2k · bundle

github

Typespec Create Agent

Generate a complete TypeSpec declarative agent with instructions, capabilities, and conversation starters for Microsoft 365 Copilot.

36.2k

github

Qdrant Model Migration

Guides embedding model migration in Qdrant without downtime, covering alias swap, side-by-side, and hybrid search strategies.

36.2k

github

Convert Plaintext To Md

Converts plain text or generic text-based documentation files to properly formatted markdown, using explicit instructions, documented options, or a reference file as a template.

36.2k

github

Git Flow Branch Creator

Analyzes current git changes and creates an appropriate branch following the Git Flow branching model.

36.2k

github

Go MCP Server Generator

Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official github.com/modelcontextprotocol/go-sdk.

36.2k

Frequently asked questions

What are AI & ML agent skills?

Which AI & ML skills are most installed?

Popular AI & ML skills on SkillMD right now include arize-experiment, copilot-pr-autopilot, github-issues. Rankings shift as installs change; sort this page by "Most downloaded" 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 add <owner>/<name>, or copy the file into your agent's skills directory.