manual_slop/conductor/tracks/session_insights_20260306/spec.md

Track Specification: Session Insights & Efficiency Scores

Overview

Token usage over time, cost projections, efficiency metrics.

Current State Audit

Already Implemented

• session_logger.py
• Token counting

Gaps to Fill

• No visualization
• No efficiency scoring

Goals

• Token usage graphs
• Cost projections
• Efficiency scores

Functional Requirements

• Rolling token history
• Cost calculation
• Efficiency algorithm

Non-Functional Requirements

• Session comparison
• Export capability