FastMCP FastMCP
Sign In

davila7 / database-design

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

Coding Data & Analytics
8 views
1 installs

Tools I Recommend

ClaudeKit

ClaudeKit

Sponsor

Production-ready AI subagents automate your development & marketing workflows. Build in hours, not weeks.
Source: https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/development/database-design

Skill Content

---
name: database-design
description: Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.
allowed-tools: Read, Write, Edit, Glob, Grep
---

# Database Design

> **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.

| File | Description | When to Read |
|------|-------------|--------------|
| `database-selection.md` | PostgreSQL vs Neon vs Turso vs SQLite | Choosing database |
| `orm-selection.md` | Drizzle vs Prisma vs Kysely | Choosing ORM |
| `schema-design.md` | Normalization, PKs, relationships | Designing schema |
| `indexing.md` | Index types, composite indexes | Performance tuning |
| `optimization.md` | N+1, EXPLAIN ANALYZE | Query optimization |
| `migrations.md` | Safe migrations, serverless DBs | Schema 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