Create a Grok Bot routine that stays reliable

Create a Grok Bot routine with a bounded input, exact output, stop condition, action cap, freshness check, approval rule and test cases.

Short answerProve the task manually first. Then write the trigger, bounded input, required output, freshness limit, approval boundary, action cap and stop condition. Test the normal case and at least two failures before scheduling it.

Start with a task that already works

Run the workflow as a one-time task. Correct the instructions until the result is reviewable, save the process as a skill, then schedule it. Automation does not repair an unclear process.

Copy this routine template

Trigger: Run [schedule or event].
Read: Use only [named source] and only records [bounded by date, status or ID].
Freshness: Continue only when the source is newer than [limit].
Produce: Create [exact file, rows, drafts or message] in [location and format].
Approval: Stop before [send, publish, pay, delete, permission or production change].
Cap: Process at most [number] items.
Exceptions: If data is missing, conflicting or stale, report it and do not guess.
Stop: After the output and heartbeat are written, take no further action.

Test three paths

  1. Normal: valid current input produces the expected output.
  2. Missing: a required field or source produces an exception, not an invented value.
  3. Stale or excessive: old data or too many records triggers the stop rule.

Run all three supervised. Record what a correct result looks like before turning on the schedule.

Keep it observable

Append one heartbeat line with the routine name, run time, source timestamp, records processed, exceptions and output location. A run that completed against stale data should be marked failed.

Limits

50 routines per Bot. 20 most recent run records per routine. Long-inactive routines pause automatically. Event triggers exist via Cursor integrations (Slack message, GitHub notification).

Runaway routine · Stale data · Routine stopped

Reviewed 1 Sep 2026 · How we review guides · See changelog.

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