arXiv cs.CLPaperClaude Watch
SkillGym: Internalizing Human Skills into LLMs for Real-World Problem Solving
This is Claude-specific and shows that fine-tuning on verified skill trajectories produces measurable gains in code task performance. If you're building Claude-based agents or considering fine-tuning, this framework and benchmark give you a concrete way to test whether it's worth the engineering. The Elo gains are real.