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Subagents/Data & analytics/microsoft/skills-for-fabric

FabricDataEngineer

microsoft/skills-for-fabric
SubagentLoads cleanly

Orchestrate end-to-end Microsoft Fabric data engineering workflows that span multiple workloads and personas. Use when the request crosses Spark, Warehouse,…

Scores
79
out of 100 · grade B+

2026-08-21

Works

40% of the score

96/100

  • Name is not lowercase-hyphenated, which is the documented convention.

Maintained

25% of the score

100/100

  • no commits in the last 12 weeks

Adopted

20% of the score

41/100

  • 999 stars on the source repo.

Documented

15% of the score

48/100

  • No usage example or code block.
  • 566-word body.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit today.

What the check found

Every finding on this listing, and what each one means for whether it loads.
FindingWhat it means
Nonstandard nameThe name is not lowercase-hyphenated, which is the documented convention.

What it says it does

Orchestrate end-to-end Microsoft Fabric data engineering workflows that span multiple workloads and personas. Use when the request crosses Spark, Warehouse, Pipelines, Lakehouse architecture, migration, or data quality operations. Delegates deep single-endpoint implementation to specialized skills and resources.

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 2026-08-20.

The record

Type
Subagent
Category
Data & analytics
Repository
microsoft/skills-for-fabric
Last commit
today · 2026-08-20
Repository stars
999
Installs
not in the skills.sh registry
Licence
MIT
Instruction length
566 words
Bundled files
0
View the source on GitHub

Also in microsoft/skills-for-fabric

Other artifacts published from the same repository.
ArtifactScoreWhat the check foundTypeReachLast commit
deployment-pipelines-authoring-climicrosoft/skills-for-fabric
88
cleanSkill999 starstoday
dataflows-climicrosoft/skills-for-fabric
87
cleanSkill999 starstoday
git-integration-operations-climicrosoft/skills-for-fabric
87
cleanSkill999 starstoday
powerbi-report-authoringmicrosoft/skills-for-fabric
87
cleanSkill999 starstoday
activator-climicrosoft/skills-for-fabric
86
cleanSkill999 starstoday
azmon-mirroredcatalogs-operations-climicrosoft/skills-for-fabric
86
cleanSkill999 starstoday

Other data & analytics subagents

Browse all
Same category, same type, ranked by score.
ArtifactScoreWhat the check foundCategoryReachLast commit
database-revieweraffaan-m/ECC
90
cleanData & analytics242k starsyesterday
database-cloud-optimization-database-architectwshobson/agents
89
cleanData & analytics39k stars3 days ago
database-cloud-optimization-database-optimizerwshobson/agents
89
cleanData & analytics39k stars3 days ago
database-design-database-architectwshobson/agents
89
cleanData & analytics39k stars3 days ago
database-migrations-database-optimizerwshobson/agents
89
cleanData & analytics39k stars3 days ago
access-controlPostHog/posthog
88
No licenseData & analytics38k 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/microsoft/skills-for-fabric.svg)](https://skillworks.kynth.studio/?q=microsoft%2Fskills-for-fabric)

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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

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toolproof.kynth.studio

BlockDex

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blockdex.kynth.studio

KitGrade

SaaS starter kits, scored on what can be checked

kitgrade.kynth.studio

The studio list

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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
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CLAUDE.md examples

Rankings

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Will not load

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

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How we score

Reference

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© 2026 SkillWorks. A Kynth Studios product. Changelog

SkillWorks