openclaw actually self-corrected a timezone mistake in my calendar — the create-critique-revise loop is no joke

Reddit r/openclaw Tools

Summary

OpenClaw self-corrected a timezone error and avoided incorrectly applying a recurring rule while consolidating family calendar data into an ICS file, demonstrating effective self-critique and privacy handling.

so i have family spread across different timezones and i needed to consolidate a bunch of scattered plans into one ICS file i could import into my phone. i had an excel sheet with the main events, some text threads with tentative plans, and old calendar exports with outdated dates that i hadn't cleaned up yet. i told openclaw to do a first pass, check its own work, and give me the corrected version. the interesting part was during the self-critique stage — it caught that it had left one event in the wrong timezone (my son's departure time was in his local time but i needed it in eastern) and also flagged that a one-off coffee meetup shouldn't have gotten a recurring rule just because someone else has a similar recurring coffee with a different person at the same place. the privacy handling was solid too — my notes had some personal stuff in them that was just for context, and it kept all of that out of the calendar files without me having to specify every single thing to exclude. the one thing that tripped it up was an old calendar export i included that had a wrong date for a birthday party. it used the old date in the first pass but caught the conflict in the critique when it cross-referenced against the main planning sheet. the final version had the right date. anyone else using openclaw for family calendar stuff? curious how it handles really messy inputs.
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