Marco Sharma

A safe refactor plan for React frontends: characterization tests, seams, and steps that keep CI green. Built for platform teams working in React frontends, 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 data pipelines that finds root causes instead of symptoms. Built for startup engineering teams working in data pipelines, tuned for Windsurf. 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 thorough review pass tuned for CLI tools — correctness first, style last. Built for platform teams working in CLI tools, tuned for Replit AI. 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 machine-learning services. Built for technical founders working in machine-learning services, 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 disciplined build-a-feature workflow for mobile apps: plan first, tests first, small diffs. Built for technical founders working in mobile apps, 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.