Database Design

SkillDatabases & data

Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.

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Details

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Database DesignStart free

What this skill tells your AI

The instructions your AI receives, as published by vodailocz/kilo-kit-mcp in skills/engineering/database-design/SKILL.md and read by ahel’s review.

Learn to THINK, not copy SQL patterns.

🎯 Selective Reading Rule

Read ONLY files relevant to the request! Check the content map, find what you need.

FileDescriptionWhen to Read
database-selection.mdPostgreSQL vs Neon vs Turso vs SQLiteChoosing database
orm-selection.mdDrizzle vs Prisma vs KyselyChoosing ORM
schema-design.mdNormalization, PKs, relationshipsDesigning schema
indexing.mdIndex types, composite indexesPerformance tuning
optimization.mdN+1, EXPLAIN ANALYZEQuery optimization
migrations.mdSafe migrations, serverless DBsSchema changes

⚠️ Core Principle

  • ASK user for database preferences when unclear
  • Choose database/ORM based on CONTEXT
  • Don't default to PostgreSQL for everything

Decision Checklist

Before designing schema:

  • Asked user about database preference?
  • Chosen database for THIS context?
  • Considered deployment environment?
  • Planned index strategy?
  • Defined relationship types?

Anti-Patterns

❌ Default to PostgreSQL for simple apps (SQLite may suffice) ❌ Skip indexing ❌ Use SELECT * in production ❌ Store JSON when structured data is better ❌ Ignore N+1 queries

Signals

GitHub stars
27
Forks
3
Last commit
Sep 2026

ahel recommends instead

Advanced
Item type
skill
Key
database-design-vodailocz
Source
github.com/vodailocz/kilo-kit-mcp