A framework for discovering, compiling, and validating reusable skills for scientific agents.

LLM agents as your hyperparameter optimizer.

OpenJudge: A Unified Framework for Holistic Evaluation and Quality Rewards

Open-World Self-Evolution for LLM Agents — agents that build both their skills and their own verification signals from scratch, with no target-task supervision. (Code coming soon.)