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Description
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
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