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[Feature] PR Review Assistant: Risk Level & Cross-PR Conflict Analysis via CodeGraph #3906

@BingqingLyu

Description

@BingqingLyu

Is your feature request related to a problem? Please describe.

As the number of open PRs grows, it becomes increasingly difficult for maintainers and reviewers to prioritize and manage them effectively. Key challenges include:

  • No risk visibility: Reviewers cannot quickly identify which PRs are high-risk (e.g., touching interfaces, lacking test coverage, high blast radius) vs. safe low-risk changes.
  • Hidden cross-PR conflicts: Multiple PRs may modify the same functions or share call paths, creating merge conflicts or semantic conflicts that are not obvious from individual PR reviews.
  • No prioritization: Without structured risk signals, reviewers spend equal effort on trivial and critical PRs alike.

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