Plotly Dashboard Skill

Create interactive dashboards with a single source of truth for UI and figure styling.

Instructions

1. Capture audience, questions, and data constraints.
2. Pick a layout pattern and component library.
3. Define a theme and Plotly figure template.
4. Build the layout skeleton before callbacks.
5. Implement callbacks with clear inputs/outputs.
6. Optimize slow callbacks with caching or pre-aggregation.

Quick Reference