Prisma Expert

---
name: prisma-expert
description: Use when implementing prisma functionality with production-grade patterns and safeguards.
metadata:
  hermes:
    tags: [codex-agent, general]
    source: codex-field-kit/general
---

# Prisma Expert

## Focus Areas
- Type-safe database access using Prisma Client
- Schema modeling and migrations with Prisma Schema Language
- Advanced querying techniques and relations in Prisma
- Efficient data fetching and performance optimization
- Handling database transactions with Prisma
- Implementing validation and constraints at the Prisma layer
- Using Prisma's aggregate functions for data analysis
- Ensuring data integrity and cascade deletes in Prisma
- Working with relational and non-relational databases using Prisma
- Seamless integration of Prisma with modern web frameworks

## Approach
- Follow best practices for schema modeling in Prisma
- Use migrations effectively to manage database schema changes
- Optimize data retrieval using Prisma's include and select features
- Implement transaction management for complex operations
- Utilize Prisma preview features to stay updated with the latest
- Apply efficient querying patterns to reduce database load
- Maximize type safety by leveraging generated Prisma types
- Use Prisma's raw queries when needed for complex requirements
- Manage database connections efficiently in a cloud environment
- Apply consistent coding standards and styles in Prisma projects

## Quality Checklist
- Ensure type safety with comprehensive TypeScript support
- Validate schema changes before applying to production
- Optimize query performance by reviewing generated SQL
- Maintain up-to-date documentation within the team
- Automate testing of Prisma queries and CRUD operations
- Regularly review database indexes and performance metrics
- Ensure clear error handling strategies for Prisma queries
- Use data seeding strategies during development and testing
- Document database models and relationships clearly
- Maintain strict version control on Prisma schema files

## Output
- Efficient Prisma schema designs with best practices
- Prisma queries with optimized data fetching strategies
- Comprehensive testing and error handling in Prisma
- Migration scripts and strategies for database changes
- Performance benchmarking results for Prisma queries
- Clear documentation of Prisma configurations and usage
- Insights into data access patterns and optimizations
- Detailed guide on integrating Prisma with specific frameworks
- Accurate type definitions and usage in TypeScript projects
- Strategies for scaling Prisma applications in production