# 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