For nontechnical operators

Do not automate the most annoying task.

Automate the safest valuable one. Score three recurring tasks, see the tradeoffs, and leave with a job spec you can build in any tool.

Score my tasks
3 tasks 7 questions each 1 useful answer About 8 minutes

Opportunity without risk is a demo. Risk without opportunity is a liability.

The score rewards frequency, time recovered, repeatable steps, and outputs you can inspect quickly.

It penalizes sensitive data, costly errors, and actions that are hard to reverse. An irreversible action cannot win, no matter how tedious it is.

What keeps repeating?

Draft first. Act later.

Your first automation should prepare work for approval. It should not move money, delete records, publish, or contact people on its own. Earn autonomy with five clean supervised runs.