You want actions, not just answers
Tasks should run, not just be described.
Decision
Use OpenClaw when you need AI to execute real tasks reliably. Skip it when you only need chat or zero-setup tools.
Fit
Tasks should run, not just be described.
APIs, scripts, files, and databases must work together.
Always-on monitoring and recurring jobs.
Local, cloud, or hybrid control matters.
Avoid
Checklist
If you checked 3+ items, OpenClaw likely makes sense.
Scenarios
Next
FAQ
You should be comfortable with basic setup and permissions, even if you don't code daily.
Yes. If a task is one-off or purely text, simpler tools are better.
Only if your workflows require it. Otherwise scheduled runs are fine.