OpenClaw scheduled tasks (DXF email watcher, calendar reminder pings) fire agent sessions with prompts that begin '[cron:<id> ...]'. These were all getting captured as AtoCore interactions — 45 out of 50 recent interactions today were cron noise, not real user turns. Filter at the plugin level: before_agent_start ignores any prompt starting with '[cron:'. The gateway has been restarted with the updated plugin. Impact: graduation, triage, and context pipelines stop seeing noise from OpenClaw's own internal automation. Only real user turns (via chat channels) feed the brain going forward. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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