Skylv Database Query Helper

SQL query builder and optimizer. Generates queries, explains execution plans, and optimizes slow queries. Triggers: sql query, database query, sql optimization.

Audits

Pass

Install

openclaw skills install skylv-database-query-helper

SQL Helper

Overview

Helps write, optimize, and debug SQL queries.

When to Use

  • User asks to "write a SQL query" or "optimize this query"
  • Debugging slow database operations

Pagination

SELECT * FROM users ORDER BY id LIMIT 20 OFFSET 40;

Join with Aggregation

SELECT u.name, COUNT(o.id) as order_count FROM users u LEFT JOIN orders o ON u.id = o.user_id GROUP BY u.id;

Optimization Rules

  • Add indexes on WHERE/JOIN columns
  • Avoid SELECT * - specify columns
  • Use EXPLAIN to analyze execution plan
  • Optimize JOIN order (small table first)
  • Add LIMIT for pagination

Anti-Patterns to Avoid

  • SELECT * in production code
  • Nested subqueries (use JOINs or CTEs)
  • OR in WHERE clause (use IN or UNION)