dashboard-builder

dashboard-builder

Dashboard Builder

Use this when the task is to build a dashboard people can operate from.

The goal is not "show every metric." The goal is to answer:

• is it healthy?

• where is the bottleneck?

• what changed?

• what action should someone take?

When to Use

• "Build a Kafka monitoring dashboard"

• "Create a Grafana dashboard for Elasticsearch"

• "Make a SigNoz dashboard for this service"

• "Turn this metrics list into a real operational dashboard"

Guardrails

• do not start from visual layout; start from operator questions

• do not include every available metric just because it exists

• do not mix health, throughput, and resource panels without structure

• do not ship panels without titles, units, and sane thresholds

Workflow

1. Define the operating questions

Organize around:

• health / availability

• latency / performance

• throughput / volume

• saturation / resources

• service-specific risk

2. Study the target platform schema

Inspect existing dashboards first:

• JSON structure

• query language

• variables

• threshold styling

• section layout

3. Build the minimum useful board

Recommended structure:

• overview

• performance

• resources

• service-specific section

4. Cut vanity panels

Every panel should answer a real question. If it does not, remove it.

Example Panel Sets

Elasticsearch

• cluster health

• shard allocation

• search latency

• indexing rate

• JVM heap / GC

Kafka

• broker count

• under-replicated partitions

• messages in / out

• consumer lag

• disk and network pressure

API gateway / ingress

• request rate

• p50 / p95 / p99 latency

• error rate

• upstream health

• active connections

Quality Checklist

• valid dashboard JSON

• clear section grouping

• titles and units are present

• thresholds/status colors are meaningful

• variables exist for common filters

• default time range and refresh are sensible

• no vanity panels with no operator value

Related Skills

• research-ops

• backend-patterns

• terminal-ops

Weekly Installs509Repositoryaffaan-m/everyt…ude-codeGitHub Stars156.2KFirst Seen9 days agoSecurity AuditsGen Agent Trust HubPassSocketPassSnykPassInstalled oncodex478opencode463gemini-cli460github-copilot459amp459cline459