Detect and fix N+1 queries and transaction misuse across ORMs.
npx skills add https://github.com/arbazkhan971/godmode --skill orm
Please help me install this Agent Skill. Skill: orm Source: https://github.com/arbazkhan971/godmode/tree/main/skills/orm Command: npx skills add https://github.com/arbazkhan971/godmode --skill orm
Solve ORM data access inefficiencies by identifying and eliminating N+1 query patterns, improper transaction usage, and suboptimal pooling configurations.
Audit your codebase to identify N+1 patterns and apply recommended ORM optimizations in one go.
High-intent search queries and answers about installing and using this skill.
Fix N+1 queries by detecting lazy-loading loops and replacing them with efficient eager loading strategies across ORMs like Prisma, SQLAlchemy, Django ORM, and GORM. This reduces database load and latency.
Enforce safe transaction boundaries by auditing your codebase for improper transaction usage and applying guidelines for transactional safety. This ensures predictable performance under load.
This ORM optimization approach works with multi-language stacks including TypeScript, JavaScript, Python, Go, and Ruby. It applies guidelines across PostgreSQL, MySQL, and SQLite databases.
Optimize connection pooling by identifying suboptimal pooling configurations and applying guidelines for proper connection management. This ensures production readiness and predictable performance.
High latency under load often results from N+1 query patterns, improper transaction usage, and suboptimal pooling configurations. Auditing your codebase identifies these specific data access inefficiencies.
Eager loading may not be appropriate when it unnecessarily fetches large datasets that are rarely accessed, increasing memory overhead. Audit query patterns to balance joined queries against actual data requirements.
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