# AI Usage Cockpit

Last updated: 2026-05-27

## Job

Make token burn, context load, tool overhead, and workflow cost visible enough to manage.

## Core Metrics

- Daily token burn
- Model or provider split
- Context loaded before user input
- Tool/plugin overhead
- Session length and retries
- Workflow category
- Outcome quality notes
- Waste flags

## Proof Object

Token Burn: https://tokenburn.md

## Rule

Do not frame usage measurement as finance hygiene only. The real point is workflow visibility.