- Add MemoryInsightsEngine class for extracting insights from task memory
- Implement pattern, metric, trend, anomaly, recommendation, and summary extractors
- Add insight extraction settings fields (enabled, maxInsights, types, schedule) to ProjectSettings
- Export MemoryInsightsEngine and related types from @fusion/core
- Add comprehensive test suite covering all extractor types and edge cases (538 lines)
