Query Optimize

SQL/NoSQL query optimization with N+1 detection and index recommendations

manastalukdar f47a85c 905 B Updated

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Query Optimization & Performance Analysis

I'll analyze your database queries for performance issues, detect N+1 problems, recommend indexes, and provide query plan analysis.

Supported Databases:

  • PostgreSQL (EXPLAIN ANALYZE)
  • MySQL/MariaDB (EXPLAIN)
  • MongoDB (explain())
  • SQLite (EXPLAIN QUERY PLAN)

Supported ORMs:

  • Prisma, TypeORM, Sequelize (JavaScript/TypeScript)
  • Django ORM, SQLAlchemy (Python)
  • Mongoose (MongoDB)

Token Optimization

Expected range: 1,500–2,500 tokens (initial), 400 tokens (cache hit)

Caching: No persistent caching — analyzes queries from current staged/changed files.

Early exit: Returns immediately if no slow or unindexed queries are detected.

Patterns used: Grep-before-Read, early exit, git diff scope default

manastalukdar/claude-devstudio/tree/main/skills/query-optimize commit f47a85caaa

Frequently asked questions

npx skillmds@latest add manastalukdar/query-optimize