generate-resource-stubs

generate-resource-stubs is a skill for Claude Code from grafana/gcx. It costs 50 tokens per session (866 once invoked), scanned A, original, Apache-2.0.

A generator for typed Go starter files for Grafana dashboards and alert rules. The files contain builder code that is ready to edit and compile.

In plain words
What is it for?
Use it to generate dashboard or alert-rule skeletons, including multiple files at once, with names and packages derived from their locations.
Why use it?
It saves time creating repetitive resource boilerplate while leaving the actual dashboard or alert design to you.

Skill for Claude Code ✓ vendor

Written for Claude Code: shipped in a Claude Code plugin.

Part of the gcx plugin — 24 skills, 1 agent shipped together

Good fit Use it to generate dashboard or alert-rule skeletons, including multiple files at once, with names and packages derived from their locations.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/grafana/gcx/generate-resource-stubs
About the project

gcx is a command-line tool that lets people and AI coding agents manage and inspect Grafana Cloud, Enterprise, and open-source instances. It provides access to dashboards, alerts, SLOs, metrics, logs, and traces, with workflows for alert investigation, dashboard management, GitOps, and observability setup. Its catalogue entries provide agent instructions and extensions for using gcx.

grafana/gcx · 817 stars · on GitHub · grafana.com

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add grafana/gcx --skill generate-resource-stubs
Clone the repo
git clone --depth 1 https://github.com/grafana/gcx

Made for: Claude Code.

Or install gcx, the plugin that ships this one along with the rest of its 24 skills, 1 agent.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for generate-resource-stubs

README.md
[![agentmods](https://agentmods.dev/badge/skills/grafana/gcx/generate-resource-stubs/github.svg)](https://agentmods.dev/skills/grafana/gcx/generate-resource-stubs)
Your own site
<a href="https://agentmods.dev/skills/grafana/gcx/generate-resource-stubs"><img src="https://agentmods.dev/badge/skills/grafana/gcx/generate-resource-stubs/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for generate-resource-stubs

Your own site · 80×15
<a href="https://agentmods.dev/skills/grafana/gcx/generate-resource-stubs"><img src="https://agentmods.dev/badge/skills/grafana/gcx/generate-resource-stubs.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 50 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 866 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00050 $0.00866
Opus 5.5 $0.00020 $0.00346
Sonnet 5.5 $0.00010 $0.00173
Haiku 4.5 $0.00005 $0.00087

Measured 14d ago against content hash bd7b786121d9, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

generate-resource-stubs scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 14d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

claude-plugin/skills/generate-resource-stubs/SKILL.md · 125 lines

How it starts

The opening of the file, as written. The whole thing — 125 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Generate Typed Resource Stubs

Generate ready-to-edit Go files for dashboards and alert rules using gcx dev generate. The generated code uses the grafana-foundation-sdk builder pattern and compiles without modification.

This skill stops at scaffolding. If the task is to decide which dashboard panels, variables, queries, and layout should exist, use create-dashboard after generating the stub.

Quick Start

# Dashboard stub
gcx dev generate dashboards/my-service-overview.go

# Alert rule stub
gcx dev generate alerts/high-cpu-usage.go

# Batch generation
gcx dev generate dashboards/a.go dashboards/b.go alerts/c.go

How Type Inference Works

The resource type is inferred from the immediate parent directory:

Directory Type
dashboards/ or dashboard/ dashboard
alerts/, alertrules/, or alertrule/ alertrule

Override with --type when the directory doesn't match:

gcx dev generate internal/monitoring/cpu-alert.go --type alertrule

Output

  • Filename is normalized to snake_case: my-dashboard.go → my_dashboard.go
  • Function name is CamelCase: my-dashboard → MyDashboard()
  • Package name is derived from the parent directory

After Generation: Building Real Dashboards

The generated stub is a starting point. See references/foundation-sdk-guide.md for the full builder API reference to customize your dashboards and alerts.

Dashboard Customization Cheat Sheet

import (
    dashboard "github.com/grafana/grafana-foundation-sdk/go/dashboardv2beta1"
    "github.com/grafana/grafana-foundation-sdk/go/prometheus"
    "github.com/grafana/grafana-foundation-sdk/go/timeseries"
)

builder := dashboard.NewDashboardBuilder("My Dashboard").
    Tags([]string{"team:platform", "env:production"}).
    Editable(true).
    // Add a panel
    Panel("requests-panel",
        dashboard.NewPanelBuilder().
            Title("Request Rate").
            Visualization(timeseries.NewVisualizationBuilder()).
            Data(
                dashboard.NewQueryGroupBuilder().
                    Target(
                        dashboard.NewTargetBuilder().Query(
                            prometheus.NewDataqueryBuilder().
                                Expr(`rate(http_requests_total[$__rate_interval])`).
                                LegendFormat("{{method}} {{status}}"),
                        ),
                    ),
            ),
    ).
    // Layout
    AutoGridLayout(
        dashboard.AutoGrid().
            WithItem("requests-panel"),
    )

return dashboard.Manifest("my-dashboard", builder)

Read the full file on GitHub · 125 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 14d ago Changed · -5 lines · -52 tokens per session bd7b786121d9
  2. 2mo ago First seen · 130 lines · 102 tokens per session scan A 976d6c94c9c3

Subscribe to this mod's changes

generate-resource-stubs is a skill published in the GitHub repository grafana/gcx (817 stars, last pushed today), licensed Apache-2.0. It adds 50 tokens to every session and 866 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

generate-resource-stubs compared with skills from other repositories

generate-resource-stubs next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
generate-resource-stubsgrafana/gcxSkill817todayApache-2.0A50Claude Code
imagegenopenai/codexSkill133ktodayApache-2.0A113Codex
playwright-climicrosoft/playwrightSkill99kyesterdayApache-2.0A19Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79k4d agoMITA200Claude Code, Codex
systematic-debuggingobra/superpowersSkill313k3d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143ktodayMITA95Claude Code
chat-pet-sprite-creationmicrosoft/vscodeSkill195ktodayMITA53Claude Code, Codex