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Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.
--- name: database-design-cf18e9b739cb description: "Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases." allowed-tools: Read, Write, Edit, Glob, Grep risk: unknown source: rootcastle-rei --- # 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 ## When to Use This skill is applicable to execute the workflow or actions described in the overview. --- > 🏰 **Rei Skills** — Curated by [Rootcastle Engineering & Innovation](https://www.rootcastle.com) | Batuhan Ayrıbaş > Engineering Beyond Boundaries | admin@rootcastle.com--- name: database-design-cf18e9b739cb description: "Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases." allowed-tools: Read, Write, Edit, Glob, Grep risk: unknown source: rootcastle-rei --- # 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 ## When to Use This skill is applicable to execute the workflow or actions described in the overview. --- > 🏰 **Rei Skills** — Curated by [Rootcastle Engineering & Innovation](https://www.rootcastle.com) | Batuhan Ayrıbaş > Engineering Beyond Boundaries | admin@rootcastle.com
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