TL;DR:
A repeating job is worth automating when the steps are the same every time and a mistake is easy to spot.
Before you schedule anything, run it by hand with the assistant at least once and write down what done looks like.
Keep a person in the loop for anything that sends, pays or deletes. DuckyHelper scheduled jobs are early access.
Every Monday you open the same dashboard, copy five numbers into a spreadsheet, and paste a short summary into a message to your team. It takes twenty minutes, you do it a little differently each time, and sooner or later you will forget. That is the kind of job people hand to a scheduled assistant.
This article walks through that weekly report: what has to be true before you automate it, how the schedule works in general, and where you should still look at the result yourself.
What a schedule actually is
A schedule is just a rule that says "run this task at this time". Everything else is the task itself. When the time comes, the assistant starts with a fresh run of the instructions you gave it, does the steps, and records what happened.
Two things follow from that. First, the assistant does not remember what you meant, only what you wrote down, so the instructions have to stand on their own. Second, the world may have changed since you set it up: the dashboard may have a new layout, or the data may be late.
Walk-through: a weekly report job
Suppose the report has these steps. You write them out before you automate anything.
Open the source: Go to the sales dashboard and set the date range to the last seven days.
Read five numbers: Orders, revenue, refunds, new customers, and the top product name.
Fill the sheet: Add one row to the "Weekly" sheet with the date and the five values.
Draft the summary: Write three sentences comparing this week with last week, using only the numbers in the sheet.
Stop for approval: Show you the draft. Do not send it until you say so.
Notice the shape. Four steps are mechanical and checkable. The last step is the one with consequences, so it waits for a person. That is the pattern to copy.
What to check before automating
Do it by hand first, with the assistant. Run the whole job once while you watch. Anything it gets wrong now would also go wrong at 6 a.m. on Monday.
Write what done looks like. "A new row exists in the sheet and a draft is waiting" is testable. "Report the week" is not.
List what could be missing. What should happen if the dashboard is empty, the sheet is locked, or you are signed out? Decide now: stop and tell you.
Check the sign-in. Scheduled jobs often run when you are away. If the site needs you to sign in, the job cannot continue by itself, and it should not try to type your password.
Set a review habit. Look at the first few runs closely. After that, check at a sensible interval, like once a month.
Where a schedule goes wrong
Most failures are boring. A button moves, a column is renamed, a number appears in a different format. The assistant may cope, or it may read the wrong cell. The more your job depends on reading numbers off a page, the more it helps to have a sanity check built in: "if revenue is more than three times last week, stop and ask".
The second kind of failure is silence. A job that quietly stops running looks the same as a job that has nothing to report. Ask for a short note after each run, even if the note is only "done, one new row".
A useful test for any job is to imagine it running on a day when you are on holiday. If the worst outcome is a stale row in a sheet, schedule it. If the worst outcome is a wrong message in front of your whole team, add the approval step or keep it manual.
Watch out: Do not schedule anything that sends messages, pays a bill or deletes files without a human approval step. A mistake that repeats every week is much harder to catch than one you make once.
Privacy and control
A scheduled assistant is acting while you are not watching, so the limits matter more. It should only use the sites and apps you named, keep a record of what it did, and be easy to pause. DuckyHelper's scheduled jobs are early access: it's built to ask first before it sends a message or pays for anything, and not to type your passwords or card numbers.
Try it yourself
Pick one weekly chore you could describe in five steps. Write the steps and the "done" line on paper. Then do it once with an assistant beside you, correcting anything that goes wrong. If it takes two corrections or fewer, it is probably ready for a schedule with an approval step at the end.
Frequently asked questions
Which jobs are poor candidates for scheduling?
Jobs that need judgment each time, change shape often, or have costly mistakes. Keep those manual or add an approval step.
What if I am away when a run needs me?
Design the job so it stops and waits. A job that halts and tells you is safer than one that guesses.
How often should I review a scheduled job?
Closely for the first few runs, then at a regular interval. Also review it whenever a site or app it uses changes.
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