The Atlas BigLaw / Big Michael — documentation bound to its code
7 documents

Lawyer voice fingerprinting

Turn a lawyer's LinkedIn writing history into a reusable ToneProfile via a MapReduce of Haiku calls, then watch that voice get injected into every drafting agent and the final synthesis.

Getting a LinkedIn export

  1. On LinkedIn: Settings → Data privacy → Get a copy of your data → select "Posts" (and optionally "Messages"). LinkedIn emails a ZIP within 24 h.
  2. Upload via the REST endpoint or the Admin → Profiles → Tone tab in the UI:
curl -X POST /profiles/:id/tone/linkedin-import \
  -F "file=@linkedin_export.zip"   # ZIP or raw CSV both accepted

The endpoint accepts multipart uploads of either the full LinkedIn ZIP or a bare Shares.csv / Posts.csv file. A 60-second per-profile rate limit prevents accidental double-submission.