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Subagents/Data & analytics/chappyasel/PersonalWebsite

database-engineer

chappyasel/PersonalWebsite
SubagentLoads cleanly

Use this agent for database-related tasks including schema design, migrations, seeding, query optimization, and data transformations. This agent specializes…

Scores
68
out of 100 · grade B

2026-08-19

Works

40% of the score

86/100

  • Description is 1848 characters; the documented listing cap is 1,536.
  • Names 1 tool Claude Code does not ship: [object Object].

Maintained

25% of the score

94/100

  • no commits in the last 12 weeks
  • no license file

Adopted

20% of the score

7/100

  • 2 stars on the source repo.

Documented

15% of the score

56/100

  • 750 words with worked examples.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit 2 days ago.

What the check found

Every finding on this listing, and what each one means for whether it loads.
FindingWhat it means
Long descriptionThe description runs past the practical length ceiling and may be truncated.
Unknown toolsIt allow-lists tool names Claude Code does not ship, which usually means a typo.
No licenseThe repository ships no license file, so the reuse terms are unclear.

What it says it does

Use this agent for database-related tasks including schema design, migrations, seeding, query optimization, and data transformations. This agent specializes in Drizzle ORM, PostgreSQL, and manages all database operations for the AI Collective platform including writing migration scripts, optimizing indexes, and handling bulk data operations.\n\nExamples:\n- <example>\n Context: The user needs to modify the database schema.\n user: "Add a new field for tracking user preferences in the database"\n assistant: "I'll use the database-engineer agent to modify the schema and create the necessary migration."\n <commentary>\n Schema changes require the database-engineer agent's expertise with Drizzle ORM and migrations.\n </commentary>\n</example>\n- <example>\n Context: The user needs to optimize database performance.\n user: "The members query is running slowly, can you add proper indexes?"\n assistant: "Let me use the database-engineer agent to analyze the query and add appropriate indexes."\n <commentary>\n Query optimization and index management are database-engineer specialties.\n </commentary>\n</example>\n- <example>\n Context: The user needs to migrate or transform data.\n user: "We need to backfill the new status field for all existing records"\n assistant: "I'll use the database-engineer agent to write a safe data migration script."\n <commentary>\n Data migrations and backfills require careful handling by the database-engineer.\n </commentary>\n</example>\n- <example>\n Context: The user needs to seed the database.\n user: "Create test data for the new partnerships feature"\n assistant: "Let me use the database-engineer agent to write a comprehensive seeding script."\n <commentary>\n Database seeding requires understanding of schema relationships and constraints.\n </commentary>\n</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 2026-08-17.

The record

Type
Subagent
Category
Data & analytics
Repository
chappyasel/PersonalWebsite
Last commit
2 days ago · 2026-08-17
Repository stars
2
Installs
not in the skills.sh registry
Licence
none declared
Model
sonnet
Tools it asks for
[object Object]
Instruction length
750 words
Bundled files
0
View the source on GitHub

Also in chappyasel/PersonalWebsite

Other artifacts published from the same repository.
ArtifactScoreWhat the check foundTypeReachLast commit
book-noteschappyasel/PersonalWebsite
79
No licenseSkill2 stars2 days ago
vercel-react-best-practiceschappyasel/PersonalWebsite
75
No licenseSkill2 stars2 days ago
react-frontend-engineerchappyasel/PersonalWebsite
68
Long descriptionSubagent2 stars2 days ago
backend-engineerchappyasel/PersonalWebsite
66
Long descriptionSubagent2 stars2 days ago

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database-revieweraffaan-m/ECC
90
cleanData & analytics242k starsyesterday
database-cloud-optimization-database-architectwshobson/agents
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cleanData & analytics39k stars3 days ago
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cleanData & analytics39k stars3 days ago
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cleanData & analytics39k stars3 days ago
database-migrations-database-optimizerwshobson/agents
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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/chappyasel/PersonalWebsite.svg)](https://skillworks.kynth.studio/?q=chappyasel%2FPersonalWebsite)

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.

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Toolproof

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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

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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

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Skills
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CLAUDE.md examples

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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
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Most installed
Will not load

The index

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© 2026 SkillWorks. A Kynth Studios product. Changelog

SkillWorks