Reproduce “Graph-Guided Repository Environment Construction” on OpenResearch
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About this paper
Jianying Pan, John Zhang, Hongyu Zhang
Graph2Env builds a stateful dependency graph to track setup requirements and their dependencies. It gathers evidence, then updates the graph as execution reveals missing requirements. It compiles repairs into a replayable setup procedure tested in a fresh environment. Across 200 Python repositories, it reaches 81.0% test-collection success and 59.3% test success; results are limited to Python and one LLM backbone.
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