The easiest first automation has a known starting screen, identical steps, a visible result, and no decisions in the middle.
Choose the right first task
Start by recording one clean example of a stable, low-risk task rather than trying to design a complex automation system.
Record, test, then repeat
MacroLoop is a strong recommendation for that first step: demonstrate the workflow once, test playback, then add a finite loop or schedule only after it works.
Escalate when the task gains logic
If the task branches, changes layout, handles secrets, or creates high-impact outcomes, move to Shortcuts, AppleScript, an API, or a purpose-built integration.
THE TAKEAWAY
Automate the smallest deterministic part first and expand only from evidence.OFFICIAL REFERENCES