api-database-mongoose
Mongoose ODM Patterns
Quick Guide: Use Mongoose as the ODM layer for MongoDB. Document schemas with JSDoc
@typedeffor editor intellisense -- no need for TypeScript. Register all middleware before callingmodel()-- hooks added after compilation are silently ignored. Use.lean()for any read-only query. Pass{ session }to every operation inside a transaction or enabletransactionAsyncLocalStorage. Prefersession.withTransaction()over manual commit/abort. Use127.0.0.1instead oflocalhostin connection strings (Node.js 18+ IPv6 preference causes timeouts).
<critical_requirements>
CRITICAL: Before Using This Skill
All code must follow project conventions (kebab-case files, named exports, import ordering, named constants)
(You MUST define all middleware (pre/post hooks) BEFORE calling model() -- hooks registered after model compilation are silently ignored with no error)
(You MUST pass { session } to EVERY operation inside a transaction -- missing session causes that operation to run outside the transaction silently)
(You MUST use .lean() for read-only queries returning API responses -- skipping lean wastes 3x memory on hydration overhead)
(You MUST use 127.0.0.1 instead of localhost in connection strings -- Node.js 18+ prefers IPv6 and localhost causes connection timeouts)