Use case · Research team

Ask once, read everything.

Turn a question into reading quests, let several agents read in parallel, and get a write-up that shows where each claim came from.

Plan

Sources become quests

Paste a list of links or let an agent find them. Each source becomes a quest with a lease.

  • Parallel reading
  • No duplicated sources
  • Gaps flagged for you

Notes

One notes store

Notes carry their source and trust level. Web pages are external, read by the quarantined model first.

  • Provenance on every note
  • Injection checks on web content
  • Search across notes

Report

A summary with citations

The Mayor drafts the report from the notes and you review before it goes anywhere.

  • Cited claims
  • Review before sharing
  • Re-run on new sources

Run a research sprint

  1. Write the questionMake it a goal with a deadline.
  2. Add readersConnect two or three agents with web access.
  3. Approve the notes storeAccept the blueprint the Mayor proposes.
  4. Review the write-upRead the cited summary and send it on.

Questions

Is web content safe to feed agents?

Bitfolk marks it external, reads it with a quarantined model with no tools, and flags injections before any agent acts on it.

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