patriotforge

Designs API contracts — Pydantic request/response schemas, endpoint signatures, middleware configuration, pagination, error responses, integration contracts. Use for API design and schema work.

Implements Python backend code — FastAPI routers, SQLAlchemy models, Pydantic schemas, service functions, dependency injection. Use for any backend implementation task.

Reviews code for quality, conventions, and correctness — PR reviews, convention compliance, test coverage analysis, type safety, silent failure detection. Use proactively after code changes.

Designs and implements database changes — SQLAlchemy models, Alembic migrations, schema design, constraints, indexes, cross-dialect compatibility. Use for any database or migration work.

Implements React/TypeScript frontend code — components, pages, API clients, routing, state management, form logic. Use for any frontend implementation task.

Use when designing REST endpoints, defining Pydantic request/response schemas, configuring middleware, or planning integration contracts with external services.

Use when writing Python backend code — FastAPI routers, SQLAlchemy models, Pydantic schemas, service functions, dependency injection, or app configuration.

Use when reviewing code changes, pull requests, or auditing existing code for compliance with PatriotForge conventions, security rules, and quality standards.

Use when creating database models, writing migrations, designing schemas, or working with PostgreSQL queries — table naming, data types, constraints, and Alembic workflows.

Use when something is broken in production or behaving unexpectedly. Dispatches scouts to check server logs, container status, database state, Railway health, and recent deploys in parallel.