manual_slop/conductor/tracks/cost_token_analytics_20260306/spec.md

Track Specification: Cost & Token Analytics Panel

Overview

Implement cost & token analytics panel for Manual Slop application.

Current State Audit

Already Implemented (DO NOT re-implement)

• Existing backend functionality in src/ modules
• Test coverage for core features

Gaps to Fill (This Track Scope)

This track addresses the gap between backend implementation and user-facing GUI/control.

Goals

• Implement cost & token analytics panel
• Ensure test coverage
• Follow existing code patterns

Functional Requirements

• User-facing functionality as described in TASKS.md
• Integration with existing backend

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