What metrics are included in the Cost Analysis dashboard?

You can track daily cost trends, token usage (input vs output), monthly projections, and cost-per-session metrics to manage your AI budget.

Does this skill support dashboard backups?

Yes, use the 'export-dashboards' command to save all your dashboard configurations as JSON files in your local observability directory for version control.

How do I connect this skill to my Grafana instance?

The skill connects via the Grafana API, defaulting to localhost:3000, and automates the creation of a dedicated 'Claude Code' folder for your dashboards.

Can I create custom visualizations beyond the pre-built templates?

Yes, the 'create-custom' operation allows you to generate new dashboards based on specific panel types like duration, frequency, and success rates.

Can I monitor individual tool performance?

Yes, the Tool Performance Matrix provides granular metrics for every tool call, including P95/P99 latency, call frequency, and specific failure rates.

Observability Dashboard Creator

Name: Observability Dashboard Creator
Author: adaptationio

byadaptationio

Analytics & Monitoring

Automates the setup and management of comprehensive Grafana dashboards for monitoring Claude Code performance, costs, and errors.

About

The Observability Dashboard Creator streamlines the monitoring of Claude Code environments by providing automated Grafana integration. It enables developers to instantly deploy five pre-built dashboards covering session health, tool-specific performance, API cost tracking, error patterns, and user engagement metrics. Whether you need to debug tool failures, track token expenditure, or analyze conversation patterns, this skill simplifies the transition from raw logs to actionable visual insights with simple CLI commands, ensuring your AI development environment remains performant and cost-effective.

Key Features

One-command deployment of five specialized Grafana dashboards
0 GitHub stars
Advanced error pattern detection and logging visualization
Real-time cost analysis and token usage tracking
Automated dashboard backup and custom visualization templates
Detailed tool performance matrix for latency and success rates

Use Cases

Visualizing real-time API costs and token consumption trends
Diagnosing performance bottlenecks in specific Claude Code tools
Monitoring production health and error rates across development sessions

About

Key Features

One-command deployment of five specialized Grafana dashboards
0 GitHub stars
Advanced error pattern detection and logging visualization
Real-time cost analysis and token usage tracking
Automated dashboard backup and custom visualization templates
Detailed tool performance matrix for latency and success rates

Use Cases

Visualizing real-time API costs and token consumption trends
Diagnosing performance bottlenecks in specific Claude Code tools
Monitoring production health and error rates across development sessions