Calendar scheduling automation

OpenClaw can automate calendar scheduling for US users: check availability, create and update events, reschedule, and send invites from natural language in chat. This post covers what to automate, how to set defaults (calendar, time zone), and how to measure that scheduling tasks succeed when you track events with SingleAnalytics."

If you're in the US and tired of opening Google Calendar or Outlook to find a time, create an event, or reschedule, OpenClaw can do a lot of that from chat. You say "Schedule 30 min with Sarah next Tuesday" or "What's on my calendar today?" and the agent uses your connected calendar to run the task. This guide covers what’s possible, how to configure it, and how to make sure scheduling automation is reliable and measurable.

What OpenClaw can do with your calendar

With a calendar skill and the right OAuth or API access:

• Read: list events for a date or range, check busy/free, get event details.
• Create: create events with title, time, duration, attendees, and optional location/link.
• Update: change time, title, or attendees; add or remove people.
• Delete: cancel or remove events (often with confirmation).
• Find availability: "When am I free tomorrow?" or "Find a 1-hour slot this week for me and John."

The agent uses your default calendar and time zone (set in persona or memory) so you don’t have to specify every time. US users who set US/Pacific or US/Eastern and a "work" or "personal" default see fewer wrong-calendar or wrong-timezone mistakes, and when you track task success and override rate in SingleAnalytics, you can see the impact of those defaults.

Workflows that work well

1. Quick scheduling from chat

"Schedule 30 min with Sarah next Tuesday at 2 PM." The agent creates the event on your default calendar, adds the title and time, and can optionally add Sarah as an attendee (if it can resolve her email). Reply with a short confirmation: "Done. Created 'Meeting with Sarah' on Tuesday at 2 PM." Track calendar_event_created (and failures) so you know how often scheduling succeeds. SingleAnalytics lets you segment by user and time so you can spot regressions.

2. Availability check

"When am I free tomorrow?" or "Find a 1-hour slot this week for me and John." The agent reads your (and optionally John’s) calendar and returns free slots. Read-only and high value. Emit calendar_availability_checked if you want to measure usage.

3. Reschedule

"Move my 3 PM tomorrow to 4 PM" or "Reschedule the standup to Friday." The agent finds the matching event, updates the time, and confirms. For recurring events, clarify whether you mean "this instance" or "all future." Track calendar_event_updated and failures so you can monitor reliability.

4. Daily or weekly summary

A heartbeat/cron that runs every morning: "What’s on my calendar today?" and posts the list to your chat (Telegram, Slack, etc.). No opening the calendar app to see the day. Emit calendar_digest_sent so you can confirm the job runs, and when events are in one analytics platform like SingleAnalytics, you can tie automation usage to engagement and retention.

5. Meeting prep

"Summarize my next meeting": the agent finds the next event, fetches title and attendees, and optionally pulls related context (e.g., recent emails with those people). Depends on how much you connect the calendar skill to other data; even a simple "next meeting: X with Y at Z" is useful.

Configuration for US users

• Default calendar: set in persona or memory: "Use my work calendar for all scheduling." Avoids creating events on the wrong calendar.
• Time zone: set your time zone (e.g., America/Los_Angeles). The agent will interpret "tomorrow at 2 PM" in that zone and write events accordingly.
• Confirm before create/delete: for one-off or high-stakes events, the agent can reply with the proposed event and ask "Create? (yes/no)." Reduces accidents.
• Attendees: if the skill can add attendees, ensure it resolves names to the correct email (e.g., from your contacts or org directory). Wrong attendee is a common failure mode; track calendar_event_created with success/failure and optionally failure reason so you can improve. SingleAnalytics supports custom properties for that.

Measuring success

Emit events for: calendar_task_started, calendar_event_created, calendar_event_updated, calendar_event_deleted, and calendar_task_failed (with reason when possible). Send them to one analytics platform so you can see: volume of scheduling tasks, success rate, and which workflows (create vs reschedule vs availability) are used most. US teams that use SingleAnalytics keep these alongside product and agent events so they have one view of how calendar automation performs and how it ties to broader usage.

Handling edge cases

• Recurring events: Be explicit whether "reschedule the standup" means this occurrence or all future. Many calendar skills support "this instance" vs "all"; document it in the persona so the agent answers consistently. Track reschedule success so you can fix recurring-event logic if override rate is high. SingleAnalytics lets you segment by workflow type.
• Multiple calendars: If you have work and personal (or shared family) calendars, the default calendar setting is critical. Some US users add a "personal" vs "work" keyword in the command ("Schedule personal: dinner with Alex Friday") and map that in the skill so the agent picks the right calendar.
• Attendees and rooms: Resolving "Sarah" or "Conference Room A" to the right email or room ID often requires a directory or config. When the skill can’t resolve, it should say so instead of creating an event with a wrong or missing attendee. Emit failure reason so you can see how often "attendee not found" happens and improve the directory or prompts.

Summary

Calendar scheduling automation with OpenClaw in the US lets you create, update, and check events from chat, with defaults for calendar and time zone so the agent gets it right. Use it for quick scheduling, availability checks, rescheduling, daily digest, and meeting prep. Configure defaults and optional confirmation; handle recurring events and multiple calendars clearly; track events so you can measure success and improve over time. SingleAnalytics gives you one place to do that with the rest of your agent and product data.