manual_slop/conductor/tracks/session_insights_20260306/plan.md

Implementation Plan: Session Insights (session_insights_20260306)

Phase 1: Session Data

• Task: Initialize MMA Environment
• Task: Review session_logger
  • WHERE: src/session_logger.py
  • WHAT: Check existing data

Phase 2: Metrics Calculation

• Task: Implement token timeline
  • WHERE: src/gui_2.py
  • WHAT: Token usage over time
  • HOW: Graph from history
• Task: Implement cost projection
  • WHERE: src/gui_2.py
  • WHAT: Estimate remaining budget
  • HOW: Linear extrapolation

Phase 3: UI

• Task: Render insights panel
  • WHERE: src/gui_2.py
  • WHAT: Timeline, projection, summary
  • HOW: imgui widgets
  • SAFETY: Handle zero session

Phase 4: Verification

• Task: Test insights
• Task: Conductor - Phase Verification