A large, MIT-licensed TeX-based repository hosting an extensive, 98-skill AI research library for autonomous agent workflows, with frequent releases and cross-agent compatibility.
Collecting history — the radar snapshots this repo daily. The trend line appears after 3 days of data (1 so far).
What it is
The project is an open-source library of AI research and engineering skills intended to enable AI agents to autonomously conduct AI research from idea to paper. It describes a collection of skills across 23 categories and an orchestration layer called autoresearch.
How it works
The library provides 98 skills organized into 23 categories, plus an autoresearch orchestration layer. It includes an installer that detects installed agents and installs skills to a user directory, with symlinks to agent-specific skill sets. It supports both interactive and direct CLI usage, and a Claude Code Marketplace pathway for installation by category.
Getting started
Quick Install (Recommended)
npx @orchestra-research/ai-research-skills
For AI agents — follow the welcome documentation:
Read https://www.orchestra-research.com/ai-research-skills/welcome.md? and follow the instructions to install and use AI Research Skills.
CLI Commands
# Interactive installer (recommended)
npx @orchestra-research/ai-research-skills
# Direct commands
npx @orchestra-research/ai-research-skills list # View installed skills
npx @orchestra-research/ai-research-skills update # Update installed skills
Claude Code Marketplace (Alternative)
/plugin marketplace add orchestra-research/AI-research-SKILLs
/plugin install fine-tuning@ai-research-skills
/plugin install post-training@ai-research-skills
/plugin install inference-serving@ai-research-skills
/plugin install distributed-training@ai-research-skills
/plugin install optimization@ai-research-skills
The installer places skills under ~/.orchestra/skills/ and supports symlinks to agent directories.
Recent releases
Latest releases include:
- v1.7.2 (2026-06-16): Qoder agent support, installer auto-detects Qoder, installs skills to
~/.qoder/skills/. - v1.7.1 (2026-06-15): Inventory hardened; 98-skill content milestone shipped in v1.6.0.
- v1.4.0 (2026-03-16): Autoresearch feature introduced for end-to-end autonomous research orchestration.
- v1.3.6 (2026-02-08): Local project installation flag for per-project skills.
- v1.2.0 (2026-02-06): OpenClaw support and shared
.agents/directory for skills.
Traction
Stars: 11391 Forks: 833 Open issues: 17
Behind the repo
Not provided in the README excerpt.
Caveats
License: MIT Created: 2025-11-03 Last push: 2026-06-16 Language: TeX Topics include ai, ai-research, claude, claude-code, claude-skills, codex, gemini, gpt-5, grpo, huggingface, machine-learning, megatron, skills, vllm