Workflow / Repeatable work

Repeat what works without hiding the controls.

A repeatable workflow should make the source, tool access, output, reviewer, and stop conditions easier to understand each time.

Capture the successful path

Record the inputs, instructions, tools, environment, expected result, and evidence that made the original task useful.

Specify permissions, schedules, notifications, timeouts, approval points, and what happens when expected inputs are missing.

Re-test when models, tools, data sources, requirements, or downstream systems change.