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4-task plan: TwoStageRetriever (BM25 + ColBERT rerank), knowledge_search upgrade, DeepResearchAgent with multi-hop citations, integration test. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>