Proactive Agent Behaviors and Suggestions

[buddha314]

Summary

Agent doesn't just respond to queries—it anticipates user needs and proactively offers suggestions based on activity patterns, new content, and research context.

Priority: P2 (Medium)
Estimated Time: 8-12 hours
Labels: agent, ai, proactive, P2, phase-3

See GITHUB_ISSUES_TO_CREATE.md for full specification.

Key Tasks:

• Track user document viewing patterns
• Track search query history and frequency
• Identify research topics user is interested in
• Detect citation relationships and contradictions
• Non-intrusive notification system
• Agent learns from user feedback

Dependencies:

• Issue Conversational Agent Interface - Primary User Interaction #30: Conversational Agent Interface
• Issue Phase 1: Set up FastAgent backend with agent coordinator #10: Complete Agents