Lin Okonkwo

A thorough review pass tuned for data pipelines — correctness first, style last. Built for agency dev shops working in data pipelines, tuned for Claude. Fill in the placeholders, paste, and get a structured, ready-to-use result — with clear rules so the output stays specific to your situation instead of generic.

Meaningful test coverage for CLI tools — behavior tests, edge cases and fixtures that stay maintainable. Built for technical founders working in CLI tools, tuned for Claude. Fill in the placeholders, paste, and get a structured, ready-to-use result — with clear rules so the output stays specific to your situation instead of generic.

A structured way to make and document architecture calls for serverless functions. Built for technical founders working in serverless functions, tuned for Claude. Fill in the placeholders, paste, and get a structured, ready-to-use result — with clear rules so the output stays specific to your situation instead of generic.

A systematic debugging workflow for browser extensions that finds root causes instead of symptoms. Built for platform teams working in browser extensions, tuned for Claude. Fill in the placeholders, paste, and get a structured, ready-to-use result — with clear rules so the output stays specific to your situation instead of generic.

A safe refactor plan for legacy Java systems: characterization tests, seams, and steps that keep CI green. Built for agency dev shops working in legacy Java systems, tuned for Claude. Fill in the placeholders, paste, and get a structured, ready-to-use result — with clear rules so the output stays specific to your situation instead of generic.