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Skills/Debugging/arcasilesgroup/ai-engineering

ai-support

arcasilesgroup/ai-engineering
SkillLoads cleanly

Investigates customer-reported issues with structure: reproduces, traces to code, documents resolution, builds a searchable knowledge base organized by ticket…

Scores
81
out of 100 · grade B+

2026-08-03

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

24/100

  • 54 stars on the source repo.

Documented

15% of the score

74/100

  • 351 words with worked examples.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit 5 days ago.

Install

npx skills add arcasilesgroup/ai-engineering/ai-support

What it says it does

Investigates customer-reported issues with structure: reproduces, traces to code, documents resolution, builds a searchable knowledge base organized by ticket ID. Trigger for 'a user is reporting that', 'customer complaint', 'support ticket', 'investigate this bug report', 'search past support cases'. Not for production incidents; use /ai-postmortem instead. Not for internal dev bugs; use /ai-debug instead. Not for feature requests; open a GitHub Issue with the enhancement label.

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 2026-07-28.

The record

Type
Skill
Category
Debugging
Repository
arcasilesgroup/ai-engineering
Last commit
5 days ago · 2026-07-28
Repository stars
54
Installs
not in the skills.sh registry
Licence
MIT
Instruction length
351 words
Bundled files
0
View the source on GitHub

Also in arcasilesgroup/ai-engineering

Other artifacts published from the same repository.
ArtifactScoreWhat the check foundTypeReachLast commit
ai-boardarcasilesgroup/ai-engineering
81
cleanSkill54 stars5 days ago
ai-governancearcasilesgroup/ai-engineering
81
cleanSkill54 stars5 days ago
ai-mediaarcasilesgroup/ai-engineering
81
cleanSkill54 stars5 days ago
ai-postmortemarcasilesgroup/ai-engineering
81
cleanSkill54 stars5 days ago
ai-session-watch-sweeparcasilesgroup/ai-engineering
81
cleanSkill54 stars5 days ago
ai-simplify-sweeparcasilesgroup/ai-engineering
81
cleanSkill54 stars5 days ago

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Put this measurement in your README

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SkillWorks badge

[![SkillWorks](https://toolproof.kynth.studio/badge/skillworks/arcasilesgroup/ai-engineering.svg)](https://skillworks.kynth.studio/?q=arcasilesgroup%2Fai-engineering)

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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
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CLAUDE.md examples

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The index

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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