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One idempotent pass: runs each installed crawler’s own sync (e.g. slacrawl sync), ingests every available archive plus Claude Code sessions from all projects, embeds new rows, rebuilds both search sidecars, then runs lake maintenance (flush inlined data, expire snapshots older than 7 days, compact adjacent files, clean up old files). Safe to interrupt and re-run — every step is incremental.

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Scheduling

Uses launchd, not cron: jobs missed while the laptop sleeps fire on wake instead of being skipped. Logs land at ~/.duckbrain/<instance>/logs/sync.log.

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