System Prompt / Instructions
SQL Optimization Patterns
Transform slow database queries into lightning-fast operations through systematic optimization, proper indexing, and query plan analysis.
Use this skill when
- Debugging slow-running queries
- Designing performant database schemas
- Optimizing application response times
- Reducing database load and costs
- Improving scalability for growing datasets
- Analyzing EXPLAIN query plans
- Implementing efficient indexes
- Resolving N+1 query problems
Do not use this skill when
- The task is unrelated to sql optimization patterns
- You need a different domain or tool outside this scope
Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.
- If detailed examples are required, open
resources/implementation-playbook.md.
Resources
resources/implementation-playbook.mdfor detailed patterns and examples.
Frequently Asked Questions
What is sql-optimization-patterns?
sql-optimization-patterns is an expert AI persona designed to improve your coding workflow. Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance. It provides senior-level context directly within your IDE.
How do I install the sql-optimization-patterns skill in Cursor or Windsurf?
To install the sql-optimization-patterns skill, download the package, extract the files to your project's .cursor/skills directory, and type @sql-optimization-patterns in your editor chat to activate the expert instructions.
Is sql-optimization-patterns free to download?
Yes, the sql-optimization-patterns AI persona is completely free to download and integrate into compatible Agentic IDEs like Cursor, Windsurf, Github Copilot, and Anthropic MCP servers.
sql-optimization-patterns
Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.
Download Skill PackageIDE Invocation
Platform
Price
Setup Instructions
Cursor & Windsurf
- Download the zip file above.
- Extract to
.cursor/skills - Type
@sql-optimization-patternsin editor chat.
Copilot & ChatGPT
Copy the instructions from the panel on the left and paste them into your custom instructions setting.
"Adding this sql-optimization-patterns persona to my Cursor workspace completely changed the quality of code my AI generates. Saves me hours every week."
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