Grafana Dashboard Builder

Grafana Dashboard Builder generates dashboard-as-code that can be version-controlled, reviewed, and deployed automatically — moving away from click-and-configure dashboards that go out of sync.

Panel Types and Selection

The skill selects appropriate visualization types for each metric: time series panels for rate and gauge metrics, stat panels for current values with threshold coloring, table panels for multi-dimensional breakdowns, and heatmaps for latency distribution. It avoids common mistakes like using gauge panels for unbounded values.

Variable Templates

Generates dashboard variables for data source selection, environment filtering (prod/staging/dev), and entity selectors (service, instance, namespace). Variables are wired into panel queries with proper label_values() calls.

Layout and UX

Organizes panels into collapsible row sections (Overview, Latency, Errors, Saturation, Dependencies). Places the most critical stat panels at the top, detailed time series below. Follows the USE and RED method panel organization patterns.

Dashboard Links

Adds links between related dashboards (e.g., from a service dashboard to the underlying host dashboard) and external links to runbooks keyed to specific alert conditions.