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Audit a single function or endpoint against the OWASP Top 10, ranking findings by severity with concrete fixes.

Turn a plain-language matching spec into a documented regex with a breakdown and a full set of passing and failing test cases.

Generate a production-ready Dockerfile and docker-compose configuration for a service from its stack and dependencies.

Turn requirements into a normalized relational schema with keys, constraints, indexes, and clear relationships.

Turn a business need into a complete REST API design with resources, endpoints, schemas, status codes, and auth.

Translate code to another language idiomatically, preserving behavior and explaining every non-obvious adaptation.

Turn unfamiliar code into a clear, step-by-step explanation that gets a new developer productive fast.

Generate accurate docstrings, meaningful why-comments, and a usable README for a piece of code or a module.

Refactor code to be cleaner and more maintainable while provably preserving its external behavior.

Generate a complete unit test suite for a function or module, covering happy paths, edge cases, and error conditions.

Turn a stack trace and failing code into a root-cause diagnosis and a minimal, explained patch.

Turn any code snippet or diff into a prioritized, severity-ranked review covering bugs, security, performance, and readability.