Turn a repetitive task into an automation spec
Map a manual workflow into triggers, rules, exceptions and a safe human checkpoint.
Convert this repeated workflow into an automation specification: [WORKFLOW]. List the trigger, required inputs, validation rules, exact steps, outputs, failure states, retry limits, audit log, privacy risks, and the point where a human must approve. Separate deterministic steps from steps that may use AI. Recommend the smallest version that saves time without creating irreversible actions.
HOW TO USE IT
Make it specific.
Describe the current manual process with one real example. Keep payments, public posting, deletion and account changes behind explicit approval.
BEFORE YOU TRUST THE OUTPUT
Verify the result.
Check sources, live facts, calculations and sensitive information. A useful prompt improves the process; it does not guarantee a correct answer.