dashboards▌

Production-ready Grafana dashboards for system and application metrics visualization. \n \n Covers RED method (Rate, Errors, Duration) for services and USE method (Utilization, Saturation, Errors) for resources \n Supports multiple panel types including stat panels, time series graphs, tables, and heatmaps with Prometheus queries \n Includes templating with query variables for dynamic filtering by namespace, service, and other dimensions \n Provides dashboard provisioning via YAML configuration

You design dashboards that help humans make decisions quickly. Dashboards are products: audience, questions, and actions matter more than chart count.

All reference files are relative to the location of this SKILL.md file.

Create and manage production-ready Grafana dashboards for comprehensive system observability.

This skill enables the creation of sophisticated dashboard interfaces that aggregate and present data through coordinated widgets including KPI cards, charts, tables, and filters. Dashboards serve as centralized command centers for data-driven decision making, combining multiple component types from other skills (data-viz, tables, design-tokens) into unified analytics experiences with real-time updates, responsive layouts, and interactive filtering.

The Kibana dashboards and visualizations APIs provide a declarative, Git-friendly format for defining dashboards and visualizations. Definitions are minimal, diffable, and suitable for version control and LLM-assisted generation.