Mailbox triage proof-of-concept: a local fake IMAP server feeds a listener that asks Jev one batched call per email, and plain Python turns the answers into labels that a single-file dashboard shows.
User repository on GitHub
Email triage PoC: reads a mailbox over IMAP and classifies each message by what it is and what it's about, using TypeSafe System One (Jev) — 11 questions in a single call, decided in Python.
Repo stats from the GitHub API, cached Oct 2026.
A mailbox triage proof-of-concept. A fake IMAP server feeds a listener, the listener asks Jev one batched call per email, and plain Python turns the answers into labels that a dashboard displays. It only reads and labels mail. Nothing here sends, replies, pays, or moves money. The dashboard, on synthetic demo data. Jev is not a text generator. You send it content plus a set of typed questions, and it returns typed answers with probabilities. Two properties shape this whole design:
Quoted from the project's README. Read the full README.
Watch out
Jev cannot do arithmetic, compare dates, count or write prose, so amounts and due dates are never extracted and attachments are not read — an invoice inside a PDF is judged by its covering email. The README also warns that email content is untrusted input and that a crafted message can move an answer. It is demo-grade: the IMAP stub is plaintext on 127.0.0.1, .mbox and .msg imports are unsupported, and results carry no triage timestamp. Copy reviewed against the repository README on 2026-10-04, not from running it.
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