sql-pro

Installation
Summary

SQL query optimization, schema design, and performance troubleshooting across PostgreSQL, MySQL, SQL Server, and Oracle.

  • Covers query patterns including CTEs, window functions, recursive queries, and complex joins with execution plan analysis and optimization strategies
  • Provides EXPLAIN/ANALYZE interpretation, covering index design, statistics tuning, and before/after benchmarking to meet sub-100ms performance targets
  • Includes schema design guidance on normalization, keys, constraints, and cross-dialect migration between major database platforms
  • Delivers optimized queries with inline comments, required indexes with rationale, and platform-specific notes for production implementation
SKILL.md

SQL Pro

Core Workflow

  1. Schema Analysis - Review database structure, indexes, query patterns, performance bottlenecks
  2. Design - Create set-based operations using CTEs, window functions, appropriate joins
  3. Optimize - Analyze execution plans, implement covering indexes, eliminate table scans
  4. Verify - Run EXPLAIN ANALYZE and confirm no sequential scans on large tables; if query does not meet sub-100ms target, iterate on index selection or query rewrite before proceeding
  5. Document - Provide query explanations, index rationale, performance metrics

Reference Guide

Load detailed guidance based on context:

Topic Reference Load When
Query Patterns references/query-patterns.md JOINs, CTEs, subqueries, recursive queries
Window Functions references/window-functions.md ROW_NUMBER, RANK, LAG/LEAD, analytics
Optimization references/optimization.md EXPLAIN plans, indexes, statistics, tuning
Related skills

More from jeffallan/claude-skills

Installs
3.3K
GitHub Stars
9.0K
First Seen
Jan 20, 2026