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AI-Research-SKILLs
Orchestra-Research November 3, 2025
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Comprehensive open-source library of AI research and engineering skills for any AI model. Package the skills and your claude code/codex/gemini agent will be an AI research agent with full horsepower. Maintained by Orchestra Research.
Agent Definition
# AI Research `Skills` Library > **The most comprehensive open-source skills library enabling AI agents to autonomously conduct AI research — from idea to paper** <p align="center"> <img src="docs/assets/promo.gif" alt="AI Research Skills Demo" width="700"> </p> <p align="center"> <a href="https://opensource.org/licenses/MIT"><img src="https://img.shields.io/badge/License-MIT-yellow.svg" alt="License: MIT"></a> <a href="https://www.npmjs.com/package/@orchestra-research/ai-research-skills"><img src="https://img.shields.io/npm/v/@orchestra-research/ai-research-skills.svg" alt="npm version"></a> <a href="https://www.orchestra-research.com/perspectives/ai-research-skills"><img src="https://img.shields.io/badge/Blog-Read%20More-orange.svg" alt="Blog Post"></a> <a href="https://join.slack.com/t/orchestrarese-efu1990/shared_invite/zt-3iu6gr8io-zJvpkZTPToEviQ9KFZvNSg"><img src="https://img.shields.io/badge/Slack-Join%20Community-4A154B.svg?logo=slack" alt="Slack"></a> <a href="https://x.com/orch_research"><img src="https://img.shields.io/badge/Twitter-Follow-1DA1F2.svg?logo=x" alt="Twitter"></a> <a href="https://www.linkedin.com/company/orchestra-research/"><img src="https://img.shields.io/badge/LinkedIn-Follow-0A66C2.svg?logo=linkedin" alt="LinkedIn"></a> </p> <div align="center"> ### **87 Skills Powering AI Research in 2026** </div> <details> <summary><b>View All 22 Categories</b></summary> <div align="center"> | | | | |:---:|:---:|:---:| | **Autoresearch** (1) | **Ideation** (2) | **ML Paper Writing** (2) | | **Model Architecture** (5) | **Fine-Tuning** (4) | **Post-Training** (8) | | **Distributed Training** (6) | **Optimization** (6) | **Inference** (4) | | **Tokenization** (2) | **Data Processing** (2) | **Evaluation** (3) | | **Safety & Alignment** (4) | **Agents** (4) | **RAG** (5) | | **Multimodal** (7) | **Prompt Engineering** (4) | **MLOps** (3) | | **Observability** (2) | **Infrastructure** (3) | **Mech Interp** (4) | | **Emerging Techniqu
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