skills.rest
bigeasyfreeman
bigeasyfreemanCOMMUNITY
Explore all skills by this author →
GitHub

grafana-observability

Validate PRD traffic estimates and provision Grafana dashboards and alerts.

2|1|Updated Apr 7, 2026
Search Tags:#observability#grafana#capacity planning#anomaly detection#traffic analysis
One-click install
npx skills add https://github.com/bigeasyfreeman/adlc --skill grafana-observability-bigeasyfreeman
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: grafana-observability
Source: https://github.com/bigeasyfreeman/adlc/tree/main/skills/grafana-observability
Command: npx skills add https://github.com/bigeasyfreeman/adlc --skill grafana-observability-bigeasyfreeman

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill ensures that ADLC operates with accurate observability data from Grafana, addressing the gap between estimates and reality.

Core Features & Use Cases

  • Traffic Baseline Validation: Compares PRD traffic estimates against real Grafana metrics.
  • Dashboard & Alert Rule Provisioning: Automatically creates dashboards and alert rules based on Build Brief specifications.
  • Anomaly Detection & Capacity Planning: Facilitates automated anomaly detection, capacity planning, and cross-service traffic correlation.

Quick Start

To provision Grafana dashboards for a service, use the grafana_provision tool with the Build Brief and service name: adlc-grafana provision --brief ./build-brief.md --service widget-service.

Frequently Asked Questions about grafana-observability

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I validate traffic estimates against real Grafana metrics?▼

Automated anomaly detection in Grafana works by analyzing real-time metrics to identify unusual traffic patterns and facilitating cross-service traffic correlation. This requires Grafana API credentials and specific service context to detect deviations accurately.

How do I provision Grafana dashboards and alert rules from a Build Brief?▼

To provision Grafana dashboards and alert rules from a Build Brief, you run a provision command with the brief file and service name. This automatically creates the required dashboards and alerts based on the brief's specifications.

Does Grafana capacity planning require API credentials and service context?▼

Grafana capacity planning requires specific service context and valid Grafana API credentials to function. These prerequisites enable the system to query live metrics and automate API interactions for accurate resource analysis.

What is the best way to set up SLO tracking using Grafana observability?▼

The best way to set up SLO tracking using Grafana observability is by automating Grafana API interactions to monitor service metrics. This integration provisions alerts and refreshes baselines directly within the ADLC pipeline.

Are there limitations when integrating Grafana observability into an ADLC pipeline?▼

A limitation when integrating Grafana observability into an ADLC pipeline is that the automation strictly requires a specific service context and valid API credentials. Without these exact inputs, traffic analysis and dashboard provisioning cannot operate.

Related Skills

Explore More Software Engineering Skills→
MisLinkMisLink

dashboarding

Create and modify Grafana dashboards programmatically via the HTTP API.

Community
Intermediate
grafanagrafana
213

alerting-irm

Configure Grafana Alerting, IRM, and SLO components via YAML or API.

Official
Advanced
williamzujkowskiwilliamzujkowski
17

service-mesh

Configure and deploy Istio or Linkerd service meshes on Kubernetes.

Community
Advanced
gtnixgtnix

backtest-validator

Validate backtest metrics and detect anomalies across strategy runs.

Community
Advanced