What's this about?
Skill2Env converts procedural knowledge into tasks, workspaces, tools and machine-checkable rubrics, then revises tasks that agents solve too easily.
What exactly is environment synthesis?
It automatically builds the little world in which an agent can act and be evaluated, rather than supplying only a text question.
Why does this matter?
17 HF upvotes. The authors report that fine-tuning on 1,500 generated trajectories improves a broad set of agent benchmarks, offering a scalable bridge from documentation to training data.