Orchestra-Research/AI-Research-SKILLs

Health v2 · maintenance only

Adoption not part of the score

12073 stars · 877 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

An open-source library of ~98 packaged 'skills' (knowledge modules) that turn AI coding agents like Claude Code, Codex, or Gemini into autonomous AI research agents, covering the full lifecycle from ideation and literature review to training, evaluation, and paper writing. It is maintained by Orchestra Research and distributed via npm for use with popular agent harnesses.

Use cases

• turn claude code into an ai research agent
• automate ml experiments with an ai agent
• have an agent write and run fine-tuning experiments
• automated literature review and paper writing
• skills for vllm and megatron training workflows
• run grpo reinforcement learning fine-tuning with an agent
• package research knowledge for codex or gemini agents

When to choose

• you use Claude Code, Codex, or Gemini CLI and want agent-driven ML research workflows
• you need structured, reusable knowledge for training, evaluation, RAG, or paper writing inside an agent
• you want to accelerate the idea-to-paper research pipeline with automation

When to avoid

• you need a turnkey research platform with managed GPUs rather than a skills library (consider Orchestra's paid platform instead)
• your work is outside AI/ML research domains
• you want a traditional library you call from application code rather than agent-consumable skill packages

Facets

library · maturity active

agent-framework prompt-engineering llm-training rag machine-learning documentation developer-tools artificial-intelligence machine-learning large-language-models deep-learning developer-tools tutorials python cross-platform cli claude-skills claude-code codex gemini vllm megatron huggingface grpo research-automation agent-skills paper-writing fine-tuning ai-agents

Member repositories

For agents

markdown · JSON · MCP: product_card(name="Orchestra-Research/AI-Research-SKILLs")