WIP next tracks planing

conductor/tracks/cost_token_analytics_20260306/spec.md

@@ -1,33 +1,28 @@
 # Track Specification: Cost & Token Analytics Panel
 
 ## Overview
-Implement cost & token analytics panel for Manual Slop application.
+Real-time cost tracking panel for API usage by model and tier.
 
 ## Current State Audit
-### Already Implemented (DO NOT re-implement)
-- Existing backend functionality in src/ modules
-- Test coverage for core features
+### Already Implemented
+- cost_tracker.py with MODEL_PRICING
+- estimate_cost() function
+- Token tracking in ai_client.py
 
-### Gaps to Fill (This Track Scope)
-This track addresses the gap between backend implementation and user-facing GUI/control.
+### Gaps to Fill
+- No GUI panel for cost display
+- No session totals
 
 ## Goals
-- Implement cost & token analytics panel
-- Ensure test coverage
-- Follow existing code patterns
+- Cost per model display
+- Session totals
+- Breakdown by tier
 
 ## Functional Requirements
-- User-facing functionality as described in TASKS.md
-- Integration with existing backend
+- Real-time cost updates
+- Per-model breakdown
+- Tier breakdown
 
 ## Non-Functional Requirements
-- Performance: Maintain UI responsiveness
-- Tests: >80% coverage for new code
-
-## Architecture Reference
-- docs/guide_architecture.md
-- docs/guide_mma.md
-- docs/guide_tools.md
-
-## Out of Scope
-- Major refactoring of unrelated systems
+- <10ms update latency
+- Clear visual formatting