SkillWorks

Skills

Subagents

Plugins

Marketplaces

SkillWorks

Skills

Subagents

Plugins

Marketplaces

Submit a repo

SkillWorks

Skills

Subagents

Plugins

Marketplaces

Submit a repo

Skills/Data & analytics/pproenca/dot-skills

relational-data-modeling

pproenca/dot-skills
SkillLoads cleanly

Corrects the wrong defaults a model has when designing a relational schema — the DDL decisions an experienced engineer makes differently. Use when creating or…

Scores
81
out of 100 · grade B+

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

31/100

  • 196 stars on the source repo.

Documented

15% of the score

64/100

  • No usage example or code block.
  • 1,116-word body.
  • Ships 33 bundled files.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit 6 days ago.

Install

npx skills add pproenca/dot-skills/relational-data-modeling

What it says it does

Corrects the wrong defaults a model has when designing a relational schema — the DDL decisions an experienced engineer makes differently. Use when creating or reviewing tables, migrations, ER models, or ORM schema definitions. Covers identity and keys (surrogate vs natural, identity vs serial, uuidv7, composite keys that make cross-tenant references impossible), relationships (polymorphic foreign keys the database cannot enforce, referential actions, unindexed FK columns, disjoint subtypes), invariants the engine can prove instead of application code (EXCLUDE, partial unique indexes, CHECK limits, deferrable cycles, NOT VALID), types (timestamptz, exact money, range types, enum vs lookup table), derived and encoded data (generated columns, JSONB as an escape hatch), and time (events vs in-place updates, soft-delete flags that silently disable constraints, temporal keys). NOT for query tuning, index selection for read paths, or connection pooling.

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 2026-08-15.

The record

Type
Skill
Category
Data & analytics
Repository
pproenca/dot-skills
Last commit
6 days ago · 2026-08-15
Repository stars
196
Installs
not in the skills.sh registry
Licence
MIT
Instruction length
1,116 words
Bundled files
33
View the source on GitHub

Also in pproenca/dot-skills

Other artifacts published from the same repository.
ArtifactScoreWhat the check foundTypeReachLast commit
bug-reviewpproenca/dot-skills
86
cleanSkill196 stars6 days ago
ios-tastepproenca/dot-skills
86
cleanSkill196 stars6 days ago
web-tastepproenca/dot-skills
86
cleanSkill196 stars6 days ago
build-mcp-serverpproenca/dot-skills
86
cleanSkill196 stars6 days ago
cli-review-runnerpproenca/dot-skills
86
cleanSkill196 stars6 days ago
complexity-optimizerpproenca/dot-skills
86
cleanSkill196 stars6 days ago

Other data & analytics skills

Browse all
Same category, same type, ranked by score.
ArtifactScoreWhat the check foundCategoryReachLast commit
data-context-extractoranthropics/knowledge-work-plugins
94
cleanData & analytics2,622 installstoday
analyticscoreyhaines31/marketingskills
94
cleanData & analytics51,931 installstoday
build-dashboardanthropics/knowledge-work-plugins
93
cleanData & analytics7,721 installstoday
sql-queriesanthropics/knowledge-work-plugins
93
cleanData & analytics3,782 installstoday
payment-assistantccxt/ccxt
93
cleanData & analytics44k starstoday
create-vizanthropics/knowledge-work-plugins
92
cleanData & analytics4,685 installstoday

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/pproenca/dot-skills.svg)](https://skillworks.kynth.studio/?q=pproenca%2Fdot-skills)

Would rather not hotlink us? Every badge is also served in shields.io’s endpoint schema, so shields renders the image and your readers never talk to our domain:

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

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

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

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