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Skills/Debugging/grafana/gcx

debug-with-grafana

grafana/gcx
SkillLoads cleanly

Structured workflow for investigating application problems with Grafana observability data (metrics, logs, traces) via gcx. Covers live firefighting AND…

Scores
86
out of 100 · grade A

2026-08-13

Works

40% of the score

100/100

  • Loads cleanly: valid frontmatter, required fields present, no dangling references.

Maintained

25% of the score

100/100

  • no commits in the last 12 weeks

Adopted

20% of the score

38/100

  • 550 stars on the source repo.

Documented

15% of the score

90/100

  • 2,162 words with worked examples.
  • Ships 4 bundled files.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit today.

Install

npx skills add grafana/gcx/debug-with-grafana

What it says it does

Structured workflow for investigating application problems with Grafana observability data (metrics, logs, traces) via gcx. Covers live firefighting AND retrospective incident analysis: incident triage, root-cause analysis, blast-radius checks (did an incident spill into other services), verifying whether a deployment or rollout triggered an incident, finding which service, endpoint, or path owns the most errors or slow requests, checking whether retries or queue backlogs piled up, and quantifying error or latency shares over a time window. Trigger on: "my API is returning 500 errors", "latency is spiking", "investigate why requests are failing", "triage the incident", "blast radius", "root cause", "did the rollout cause it", "which endpoint owns the most 5xx", "did retries pile up", or any request to analyse an earlier incident window using telemetry. For authoring dashboards use create-dashboard; for dashboard inventory use manage-dashboards.

Every number above came out of reading the file and its repository. Nothing is a judgement call, nothing is a model’s opinion, and nothing can be paid for. The full method is published. Source last committed 2026-08-13.

The record

Type
Skill
Category
Debugging
Repository
grafana/gcx
Last commit
today · 2026-08-13
Repository stars
550
Installs
not in the skills.sh registry
Licence
Apache-2.0
Instruction length
2,162 words
Bundled files
4
View the source on GitHub

Also in grafana/gcx

Other artifacts published from the same repository.
ArtifactScoreWhat the check foundTypeReachLast commit
integrate-with-gcxgrafana/gcx
86
cleanSkill550 starstoday
agento11ygrafana/gcx
86
cleanSkill550 starstoday
investigate-alertgrafana/gcx
86
cleanSkill550 starstoday
manage-dashboardsgrafana/gcx
86
cleanSkill550 starstoday
setup-gcxgrafana/gcx
86
cleanSkill550 starstoday
slo-investigategrafana/gcx
86
cleanSkill550 starstoday

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SkillWorks badge

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Published by Toolproof, the masthead over this index and eight others. The method behind the number is at toolproof.kynth.studio/methodology, and the whole thing is readable as JSON with no key at /api.

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The studio list

One product, taken apart, once a month

Kynth Studios pulls one shipped product open every month — what it does, what it cost to build, what the pipeline behind it looks like, and what the numbers did. One email a month, nothing in between.

Double opt-in — we send one confirmation link and nothing else until you click it.

SkillWorks

Built by

Kynth Studios

the studio behind Toolproof, BlockDex and KitGrade

part of Toolproof, the measurement layer for AI agent tooling

Browse

Skills
Subagents
Plugins
Marketplaces
CLAUDE.md examples

Rankings

Best subagents
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Most installed
Will not load

The index

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How we score

Reference

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Listings JSON
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© 2026 SkillWorks. A Kynth Studios product. Changelog

SkillWorks

The studio list

One product, taken apart, once a month

Kynth Studios pulls one shipped product open every month — what it does, what it cost to build, what the pipeline behind it looks like, and what the numbers did. One email a month, nothing in between.

Double opt-in — we send one confirmation link and nothing else until you click it.

SkillWorks

Built by

Kynth Studios

the studio behind Toolproof, BlockDex and KitGrade

part of Toolproof, the measurement layer for AI agent tooling

Browse

Skills
Subagents
Plugins
Marketplaces
CLAUDE.md examples

Rankings

Best subagents
Best plugins
Most installed
Will not load

The index

Search
Categories
How we score

Reference

Submit a repository
Sponsor a section
Listings JSON
Privacy

© 2026 SkillWorks. A Kynth Studios product. Changelog

SkillWorks