Implement analyze-room-activity tool for cross-room analysis

[mjknowles]

Overview

Implement the analyze-room-activity tool for comprehensive activity analysis across Matrix rooms.

Requirements

• SDK Methods: getRooms() + message analysis + searchRoomEvents()
• Features:
  • Activity patterns across time periods
  • Engagement metrics (messages per user, response times)
  • Topic trending analysis
  • Communication network analysis

Implementation Details

• Create in src/tools/analytics.ts
• Schema: homeserverUrl, matrixUserId, matrixAccessToken, timeRange, roomFilter?, analysisType
• Support multiple analysis types
• Efficient data processing for large datasets
• Configurable time ranges

Acceptance Criteria

• Tool registered with proper metadata
• Activity pattern analysis working
• Engagement metrics calculation
• Topic trending detection
• Network analysis implementation
• Comprehensive tests written
• Performance optimized for large rooms
• Documentation with analysis interpretation guide

Priority

High - This is a Tier 2 analytics tool essential for LLM scenarios

Labels

enhancement, tier-2, analytics, intelligence