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U-001: Pipeline Preprocessor tests - Normal text message processing - Empty message handling - Image segment with/without vision model - Model selection and fallback - Variable extraction U-004: Core Task Manager tests (pattern-based) - Task creation and tracking patterns - Task cancellation patterns - Scope-based cancellation - Task type filtering - Pruning completed tasks - Wait all tasks Taskmgr tests use pattern-based approach to avoid circular import in source code (taskmgr → app → http_controller → migration → taskmgr). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>