SQL Query Optimizer & Explainer

Safely refactor gnarly legacy code: characterization tests first, seams identification, strangler-fig migration plan. Based on real enterprise migration experience.

A disciplined build-a-feature workflow for REST APIs: plan first, tests first, small diffs. Built for agency dev shops working in REST APIs, tuned for Cursor. 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 machine-learning services: characterization tests, seams, and steps that keep CI green. Built for platform teams working in machine-learning services, 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 structured way to make and document architecture calls for WordPress plugins. Built for technical founders working in WordPress plugins, 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.

Stress-test a startup financial model: assumption audit, sensitivity analysis and the questions a sharp investor would ask.

Safely refactor gnarly legacy code: characterization tests first, seams identification, strangler-fig migration plan. Based on real enterprise migration experience.

MLS-ready listing descriptions that highlight what buyers actually search for. Includes fair-housing-compliant language guardrails.

A system prompt for Cursor that turns feature requests into disciplined, test-first implementations. Enforces planning before coding, small commits and self-review. My most-used prompt at work.