Automation Claw: The Background Worker You Never Knew You Needed

Most people think of AI assistants as reactive — you ask, it answers. Automation Claw flips that model. It's a background worker that runs on a schedule, watches for conditions, and takes action without you ever having to ask.

The core concept is simple: you define a trigger and an action. The trigger can be time-based ('every weekday at 7am'), event-based ('when I receive an email from my accountant'), or condition-based ('when my calendar has a gap longer than 90 minutes'). The action is whatever you'd normally do yourself — send a message, update a spreadsheet, pull a report, draft a reply.

Under the hood, each automation runs as an isolated job. Claw evaluates the trigger condition, fetches any required context from your connected Skills, executes the action, and logs the result. If something fails, you get a notification. If it succeeds, you never hear about it — which is exactly the point.

Power users have built some genuinely impressive workflows. One founder uses Automation Claw to pull their daily revenue from Stripe, compare it to the same day last week, and send a one-line summary to their team WhatsApp every morning at 9am. Zero manual work. Another user has Claw monitor their inbox for any email containing the word 'invoice', extract the amount and due date, and add it to a Google Sheet automatically.

The available triggers today include: time schedules (cron-style), new email received, calendar event starting, new row in a spreadsheet, and webhook. We're adding more every sprint — the roadmap includes Slack messages, form submissions, and custom app events.

The key design principle is that automations should be set-and-forget. You shouldn't need to babysit them. That's why every automation has a built-in audit log, retry logic on failure, and a kill switch you can hit from WhatsApp with a single message.

If you've ever thought 'I wish this just happened automatically' — that's the use case Automation Claw was built for.