PaperLens
紙
Home
Close reading
Textbook
Learn
More
My Page
All-access
Sign in with Google
Mode
Students
Professional
Language
JA
EN
Theme
◐
Sign out
New
Lab
Landscape
Contributors
Glossary
Home
Close reading
Textbook
Learn
More
#environment-synthesis
1 articles
01
2026-09-07
·
Agents
·
★ MEMBER
·
PAPER
·
13 min read
Paper Walkthrough: Terminal-Universe — Turning Agent Logs Back Into Reusable Execution Environments
Replay the file operations recorded in an agent trajectory, have a completion agent fill in what's missing, and you get an executable workspace back. The pipeline yields 37.3k environments and lifts Qwen3.5-27B by 11.9 points on Terminal-Bench 2.1.