- Use existing tools or MCP when available instead of creating new solutions
- Activate venv/.venv before running the Python file if it exists
- Use SQL commands instead of migrations or ORM tools
- Include indexes and constraints unless clearly unnecessary
- Keep all SQL identifiers in English
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