What Scheduled Tasks Are

Most people interact with OpenClaw by sending it a message and getting a response. Scheduled tasks flip this model — the agent acts on its own at predetermined times without any prompt from you.

This is where OpenClaw stops being a reactive assistant and starts being a proactive one. Instead of you remembering to ask for a morning briefing every day, the agent sends it automatically at 7 AM. Instead of you remembering to check on overdue invoices, the agent checks every Monday and sends you a summary.

Scheduled tasks are what separate an agent you use occasionally from an agent that runs your administrative operations. They are a core part of what we configure during our business deployment service.

Cron Syntax Examples

OpenClaw uses standard cron syntax to define when tasks run. Cron uses five fields: minute, hour, day of month, month, and day of week. Here are the most common patterns:

  • 0 7 * * 1-5 — Every weekday at 7:00 AM (morning briefing)
  • 0 17 * * 1-5 — Every weekday at 5:00 PM (end-of-day summary)
  • 0 9 * * 1 — Every Monday at 9:00 AM (weekly report)
  • 0 8 1 * * — First day of every month at 8:00 AM (monthly tasks)
  • 0 10 * * * — Every day at 10:00 AM (daily check)
  • 30 14 * * 5 — Every Friday at 2:30 PM (weekly wrap-up)

You do not need to memorize cron syntax. When OpenClawGTA configures your deployment, we translate your preferences into the right schedule and test each task before handover.

Common Task Types

The most popular scheduled tasks across our client base:

  • Morning briefing — A summary of today's calendar, priority unread emails, tasks due today, and any overnight messages that need attention. Delivered to your WhatsApp at 7 AM.
  • Lead follow-up check — Scans for leads that haven't been contacted in 3+ days and either sends a follow-up or alerts you that one is needed.
  • Weekly competitive intelligence — Monitors competitor websites and social media for changes, new offerings, or price adjustments, and compiles a summary every Monday.
  • Monthly newsletter draft — Gathers your recent content, client wins, and industry news into a draft newsletter ready for your review.
  • Daily financial summary — Checks for new payments received, outstanding invoices, and upcoming billing deadlines.
  • End-of-day summary — Recaps what was accomplished, what's pending, and what needs attention tomorrow.

Task Chaining

Tasks become more powerful when they connect to each other. Task chaining lets the output of one scheduled task feed into the next one automatically.

Example chain for a weekly client report:

  1. Data collection (Monday 6 AM) — Gather all client interaction data from the past week: emails sent, meetings held, tasks completed.
  2. Report generation (Monday 7 AM) — Compile the data into a formatted weekly report for each active client.
  3. Distribution (Monday 8 AM) — Send each report to the relevant account manager for review before client meetings.

Each step runs only after the previous one completes successfully. If the data collection step fails, the report generation step does not run, and you get notified about the failure.

Monitoring and Failure Handling

Scheduled tasks run in the background, which means failures can go unnoticed if there is no monitoring in place. OpenClaw handles this with built-in failure detection:

  • Error logging — Every task execution is logged with its result, duration, and any errors encountered.
  • Failure notifications — When a task fails, you receive a notification on your preferred channel explaining what went wrong.
  • Retry logic — Tasks can be configured to retry automatically after a delay, useful for transient failures like temporary API outages.
  • Fallback behavior — When retries are exhausted, the task can execute a fallback action — such as sending you a simplified version of the report or alerting you to handle it manually.

Proper monitoring is part of what separates a reliable deployment from one that silently breaks. For more on how we set up scheduled tasks, see our deployment process page.