* Add deterministic fixtures and characterization tests for chart data processing
* Extract statistics chart data processing into a pure function
* Extract state history line chart data processing into a pure function
* Add benchmark suite for chart data processing
* Add chart data optimization playbook
* Point agent instructions at the chart optimization playbook
