Use it in the chat or project that already contains the task. If the material is not there yet, paste or attach it immediately after the prompt.
Turn the workflow in this conversation into an AI approval loop. Place human judgment after any pass where truth, safety, taste, intent or an irreversible action can diverge. Use objective tests for facts, files, calculations and system state; reserve human review for consequential tradeoffs and taste.
Return the workflow as: human sets outcome and standard → AI pass → check or approval → AI revision → final verification. For every checkpoint, state what evidence is required and what happens on failure. Then propose how repeated corrections become rules, examples, Skills or evals, and which single checkpoint could be removed first only after the workflow repeatedly passes.Product-specific mechanics above are tied to current first-party Anthropic guidance. The prompt itself is Cindy's practical implementation, not an Anthropic product guarantee.