How to use the Dashboard Builder agent skill

What the dashboard-builder skill makes the agent do

The skill changes the starting point of dashboard work. Instead of listing every metric it can find, the agent begins with four questions an on-call operator asks: is the system healthy, where is the bottleneck, what changed, and what action should be taken.

From those questions the skill directs the agent to group panels around operational areas: health or availability, latency or performance, throughput or volume, saturation or resources, and risks specific to the service. Before building, the agent is told to inspect existing dashboards on the target platform to learn their JSON structure and query language.

• Start from operator questions, not the visual layout.
• Include only metrics the operator actually watches, alerts on, or needs to respond to.
• Do not mix health, throughput and resource panels without structure.
• Do not ship panels without titles, units and reasonable thresholds.

Install the dashboard-builder skill

The skill is distributed as a ZIP file from the page where you found this guide. Download it and unzip it so that the skill folder, which contains a SKILL.md file, sits in one of the locations below. Choose a personal location to use it everywhere, or a project location to share it with one codebase.

You can also upload the skill in the Claude apps under Settings → Capabilities → Skills.

• Personal: unzip into ~/.claude/skills/
• Project: unzip into the project's .claude/skills/ folder
• Claude apps: Settings → Capabilities → Skills, then upload the skill

How to trigger the skill with natural requests

You do not need a special command. Describe the dashboard you want in plain language and name the platform and the service, queue or database. The skill is aimed at requests to build an operational monitoring dashboard, so say that directly.

The source gives these example requests, which you can adapt:

• Build a Kafka monitoring dashboard
• Create a Grafana dashboard for Elasticsearch
• Create a SigNoz dashboard for this service
• Turn this list of metrics into a usable operations dashboard

Requirements and access

To have the agent inspect or create dashboards, the agent needs access to the target platform such as Grafana or SigNoz. The skill file itself contains no connection, credential or API instructions, so what the agent can read or change depends on the access it already has in your environment.

The skill does not run scripts and does not use the network, according to its listing. It is mainly guidance on structure and metric selection rather than code.

• Access to the target platform (for example Grafana or SigNoz) if the agent should read or create dashboards there.
• No scripts are run by the skill.
• The skill does not use the network.

Tips for better dashboards

Give the agent a concrete service and its real alerts, since the skill tells it to focus on metrics operators act on. Ask for panel titles, units and thresholds explicitly if you want them checked, and review the result against your existing dashboards before deploying anything.

• Name the service, queue or database and the platform.
• List the alerts you already have so the panels match what people respond to.
• Check that the generated JSON or queries match your platform's structure before importing.