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RepoAtlas is a training-free module that maintains evolving multimodal repository views through a select--project--refresh loop over a repository code graph, which combines evidence from the issue with the agent's current exploration state to select a task-relevant region under a fixed budget, projects the selected structure into complementary visual and textual representations, and refreshes the view when changes in the exploration state render it outdated.