Turn unstructured documents into validated, auditable structured data with clear schemas and edge-case handling
Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before release or PR.
Java coding standards for Spring Boot services: naming, immutability, Optional usage, streams, exceptions, generics, and project layout.
Verification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR.
Software architecture specialist for system design, scalability, and technical decision-making. Use when planning new features, refactoring large systems, or making architectural decisions.
Build and compilation error resolution specialist. Fixes build/type errors with minimal diffs, no architectural changes. Use when build fails or type errors occur.
Create or verify workflow checkpoints using git commits and state tracking. Use for progress tracking during long implementation sessions.
Expert code review for quality, security, and maintainability. Run after writing or modifying code. Reviews git diff, prioritizes issues by severity, suggests fixes.