Sam Okafor

Paste a slow query and schema — get back an optimized version, index recommendations, and a plain-English explanation of why it was slow.

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.

Turn any coding assistant into a disciplined PR reviewer. This skill enforces a severity-ranked review protocol: it reads the diff hunk-by-hunk, hunts for correctness bugs before style nits, verifies each finding against the surrounding code before reporting it, and formats everything as paste-ready review comments. Tuned over hundreds of real reviews to kill the two failure modes of AI review: nitpick spam and confidently-wrong findings.