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Database

Skill DongDuong2001/pudo-code-system/skills/plan/database

Modular, scalable, automated development intelligence.

Install
npx -y skills add DongDuong2001/pudo-code-system --skill database

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Database architecture, schema design, and index planning

SKILL.md

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Database Planning Skill

This skill is essential when designing data storage solutions and defining schema boundaries.

When to use this skill

  • When determining whether to use SQL vs NoSQL vs Time-Series databases.
  • When designing entity-relationship diagrams (ERD) schemas.
  • When planning indexing, partitioning, or sharding strategies.

Guidelines

  • Normalize data by default to reduce redundancy, but denormalize strategically for read-heavy performance bottlenecks.
  • Plan indexes based on expected query patterns, not just foreign keys. Remember that excessive indexing slows down write operations.
  • Avoid using UUIDs/GUIDs as primary clustered keys in massive tables where sequential inserts are critical for performance, unless mitigated by the DB engine.

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