AI Research Automation Library
6.7k 2026-04-13

Orchestra-Research/AI-Research-SKILLs

A comprehensive open-source library providing AI agents with the skills to autonomously conduct the entire AI research lifecycle, from ideation to paper writing.

Core Features

End-to-end AI research automation via an 'autoresearch' orchestration layer.
87 specialized skills covering ideation, training, evaluation, and paper writing.
Production-ready knowledge for various ML frameworks (e.g., Megatron-LM, vLLM, TRL).
Quality documentation with real code examples and troubleshooting guides.
Easy installation for both human researchers and AI agents.

Quick Start

npx @orchestra-research/ai-research-skills

Detailed Introduction

This project offers a comprehensive open-source library of AI research and engineering skills, designed to empower AI agents to autonomously conduct the full spectrum of AI research. It addresses the challenge of researchers spending excessive time on infrastructure debugging by providing an orchestration layer and 87 specialized skills. These skills cover everything from initial idea generation and literature surveys to experiment execution, model training, evaluation, and final paper writing, ensuring research-grade quality and end-to-end coverage for accelerated scientific discovery.

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