A large archive does not need a large cleanup project. Useful automation works incrementally: it indexes what you already have, proposes lightweight structure, and improves retrieval without moving every note into a rigid hierarchy.
Begin with an inventory, not a redesign
Import or connect one source at a time. Preserve original dates and formats, then measure what can actually be searched before changing the structure.
Automate reversible decisions
Topic suggestions, task detection, summaries, and related-note links should be editable. Automation is most useful when a wrong suggestion costs one click, not a damaged archive.
- Keep originals unchanged.
- Record where derived summaries came from.
- Let feedback improve future suggestions.
Create views for action
Separate views can surface open tasks, recent topics, unresolved questions, and recurring signals. The same note can appear in several views without duplication.
Maintain with small reviews
Review a handful of uncertain classifications and vague notes each week. Small corrections compound into a cleaner, more searchable history.
Automate the layers around your notes—search, views, and suggestions—while keeping the captured source stable and inspectable.