xgenius: LLM-Oriented Autonomous Research Platform for SLURM Clusters
Abstract
xgenius is an LLM-oriented autonomous research platform for SLURM clusters. It enables AI agents (Claude Code) to autonomously formulate hypotheses, modify code, submit experiments to HPC clusters, analyze results, and iterate — with safety guarantees for shared infrastructure. Features include structured job tracking, research journals, compute budget management, and a background watcher daemon that triggers the agent on job completion.
Fields of Study & Subjects
Scientific Computing and Data Management
Artificial Intelligence Applications
Distributed and Parallel Computing Systems
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 15 March 2026
- Language
- EN