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The studio behind Toolproof, BlockDex and KitGrade

Part of Toolproof, the measurement layer for AI agent tooling

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Subagents/Data & analytics/wshobson/agents

database-migrations-database-optimizer

wshobson/agents
SubagentLoads cleanly

Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures. Masters advanced indexing, N+1…

Scores
89
out of 100 · grade A

2026-08-22

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

63/100

  • 39,011 stars on the source repo.

Documented

15% of the score

73/100

  • 1,092 words with worked examples.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit 3 days ago.

What it says it does

Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures. Masters advanced indexing, N+1 resolution, multi-tier caching, partitioning strategies, and cloud database optimization. Handles complex query analysis, migration strategies, and performance monitoring. Use PROACTIVELY for database optimization, performance issues, or scalability challenges.

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 2026-08-18.

The record

Type
Subagent
Category
Data & analytics
Repository
wshobson/agents
Last commit
3 days ago · 2026-08-18
Repository stars
39k
Installs
not in the skills.sh registry
Licence
MIT
Model
inherit
Instruction length
1,092 words
Bundled files
0
View the source on GitHub

Also in wshobson/agents

Other artifacts published from the same repository.
ArtifactScoreWhat the check foundTypeReachLast commit
api-design-principleswshobson/agents
94
cleanSkill26,852 installs3 days ago
typescript-advanced-typeswshobson/agents
94
cleanSkill63,600 installs3 days ago
brand-landingpagewshobson/agents
93
cleanSkill35,429 installs3 days ago
spark-memory-thermal-opswshobson/agents
93
cleanSkill39k stars3 days ago
spark-training-gotchaswshobson/agents
93
cleanSkill39k stars3 days ago
dotnet-backend-patternswshobson/agents
93
cleanSkill16,718 installs3 days ago

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
access-controlPostHog/posthog
88
No licenseData & analytics38k starstoday
resource-duplicationPostHog/posthog
86
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/wshobson/agents.svg)](https://skillworks.kynth.studio/?q=wshobson%2Fagents)

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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.

Also from Kynth Studios

Built for the same person as SkillWorks

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
SkillWorks

Every Claude Code skill, subagent and plugin, scored on whether it actually loads.

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.

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© 2026 SkillWorks. A Kynth Studios product.

The studio behind Toolproof, BlockDex and KitGrade

Part of Toolproof, the measurement layer for AI agent tooling

Privacy
Built byKynth Studios

SkillWorks