Prompt category

Coding AI prompts

Templates for this workflow category, including variables and human review steps.

Turn symptoms into ordered hypotheses, checks, and rollback-safe experiments.

Plan setup checks, failure cases, and evidence needed before calling a tool production-ready.

Convert a confusing error into likely causes, checks, and safe next actions.

Create focused tests from current behavior before making implementation changes.

Ask AI to refactor code while preserving behavior, tests, and edge cases.

Ask for specific failure cases without letting the model rewrite the code too early.