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AI Research Skills
AI Research Skills is an open-source library of 98 agent skills that lets coding agents run AI research, from ideas and experiments to papers.
AI Research Skills, from Orchestra Research, is an open-source library of skills that teach AI coding agents to carry out machine learning research. Its autoresearch skill runs the whole workflow in two loops, from literature survey and idea generation to experiments and paper writing, and routes work to specialised skills across 23 categories. These cover frameworks such as Megatron-LM, vLLM, TRL, DeepSpeed, Axolotl, Unsloth, LLaMA-Factory and TransformerLens, with code examples and troubleshooting guides drawn from official repositories and real GitHub issues. An installer detects Claude Code, Cursor, Gemini CLI, OpenCode, Hermes Agent and other agents and installs all skills, a quickstart bundle or chosen categories. Skill categories can also be installed through the Claude Code marketplace.
AI Research Skills at a glance
Key features
- 98 skills across 23 AI research categories
- Autoresearch skill that orchestrates the full research cycle
- Fine-tuning skills for Axolotl, PEFT, Unsloth and LLaMA-Factory
- Distributed training, inference and evaluation guides
- ML paper writing with LaTeX templates and citation checks
- Installer for Claude Code, Cursor, Gemini CLI and more
Use it for
- Let a coding agent fine-tune and evaluate an open model
- Draft an ML paper with plots and verified citations
- Give an agent working knowledge of vLLM or DeepSpeed
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