grafana-dashboards

Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational observability interfaces.

Install with Tessl CLI

npx tessl i github:wshobson/agents --skill grafana-dashboards

What are skills?

Review — 81%

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Validation — 11 / 11 Passed

Validation for skill structure

SKILL.md

Review

Evals

Evaluation results

93%

API Observability Dashboard for an E-Commerce Platform

RED method API dashboard

Criteria

Without context

With context

RED: Rate panel

100%

RED: Errors panel

100%

RED: Duration panel

100%

P95 latency PromQL

100%

Stat panel type

100%

Auto-refresh configured

100%

Browser timezone

100%

Alert threshold 5%

100%

Alert timing: for and frequency

50%

100%

Alert error states

100%

Alert notification uid

Legend format template

100%

Without context: $0.5667 · 11m 5s · 10 turns · 81 in / 13,330 out tokens

With context: $0.6181 · 5m 6s · 16 turns · 187 in / 11,670 out tokens

86%

22%

Kubernetes Cluster Monitoring Dashboard

Infrastructure dashboard with variables and provisioning

Criteria

Without context

With context

USE method reflected

100%

80%

CPU utilization panel

100%

Memory usage panel

100%

Disk I/O panel

Network traffic panel

Pod count panel

100%

Node status panel

100%

Namespace query variable

100%

Variable refresh setting

100%

Variable used in PromQL

100%

Provisioning YAML config

100%

IaC deployment

100%

Default 6-hour time range

100%

Without context: $0.5934 · 5m 44s · 12 turns · 97 in / 13,458 out tokens

With context: $1.0845 · 12m 13s · 26 turns · 708 in / 15,247 out tokens

81%

14%

Database Performance Monitoring Dashboard

Database dashboard with heatmap and table panels

Criteria

Without context

With context

Dashboard hierarchy

50%

62%

Queries per second panel

16%

100%

Connection pool panel

100%

P50 latency panel

100%

P95 latency panel

100%

P99 latency panel

100%

Database size panel

100%

Replication lag panel

100%

Slow queries panel

60%

100%

Table panel structure

100%

Heatmap panel structure

58%

66%

Stat panel thresholds

histogram_quantile latency

100%

Without context: $1.2790 · 21m 44s · 18 turns · 137 in / 26,517 out tokens

With context: $0.9321 · 16m 15s · 17 turns · 97 in / 19,409 out tokens

Evaluated: about 19 hours ago
Agent: Claude Code

Table of Contents

API Observability Dashboard for an E-Commerce Platform Kubernetes Cluster Monitoring Dashboard Database Performance Monitoring Dashboard

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