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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

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Subagents/Debugging/grafana/gcx

grafana-debugger

grafana/gcx
SubagentLoads cleanly

Specialist agent for diagnosing application issues using Grafana observability data. Invoke when the user reports specific symptoms such as elevated error…

Scores
85
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

81/100

  • 2,766 words with worked examples.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit today.

What it says it does

Specialist agent for diagnosing application issues using Grafana observability data. Invoke when the user reports specific symptoms such as elevated error rates, latency spikes, service degradation, or complete service outages and wants systematic diagnosis using metrics, logs, and Grafana resources. <example>My API is returning 500 errors, help me debug using Grafana</example> <example>Latency has spiked on the checkout service, investigate with Prometheus</example> <example>Our service is completely down, use Grafana to figure out what happened</example> <example>Error rate is elevated on the payment service, find the root cause</example>

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
Subagent
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
Tools it asks for
Bash, Read, Grep
Instruction length
2,766 words
Bundled files
0
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
debug-with-grafanagrafana/gcx
86
cleanSkill550 starstoday
investigate-alertgrafana/gcx
86
cleanSkill550 starstoday
manage-dashboardsgrafana/gcx
86
cleanSkill550 starstoday
setup-gcxgrafana/gcx
86
cleanSkill550 starstoday

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investigate-errorreact/react
91
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target-debuggerhathach/tinyusb
83
cleanDebugging7.0k starstoday

Put this measurement in your README

A badge carrying how many listings this index holds from the repository and how many pass every static structural check. It reads from this index every time somebody loads your page, so it changes when the measurement changes and there is nothing to keep up to date. Free, no account, and the value is not something you or we can set by hand.

SkillWorks badge

[![SkillWorks](https://toolproof.kynth.studio/badge/skillworks/grafana/gcx.svg)](https://skillworks.kynth.studio/?q=grafana%2Fgcx)

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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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Toolproof

Independent measurement of AI agent tooling

toolproof.kynth.studio

BlockDex

Search public shadcn registries, item by item

blockdex.kynth.studio

KitGrade

SaaS starter kits, scored on what can be checked

kitgrade.kynth.studio

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

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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
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Marketplaces
CLAUDE.md examples

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The index

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How we score

Reference

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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

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Best subagents
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Most installed
Will not load

The index

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How we score

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© 2026 SkillWorks. A Kynth Studios product. Changelog

SkillWorks