User repository on GitHub
InboxPilot — confidence-gated small-biz email triage (Jev System-One decision gate).
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- Last pushed
- Updated Oct 2026
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CommunityJev Tools & CLIs
InboxPilot
Confidence-gated email triage for founders, powered by Jev: it sorts each message into urgent, wait or noise and only auto-acts when sure. Doubtful mail goes to a morning digest with suggested actions for one-tap approval.
- Stars
- 0
- Language
- Python
- Reading time
- 2 min
- Published by
- Community
- Author
- AdityaPagare619
- Last verified
- Oct 2026
Highlights
- One Jev call carries three parallel questions after Gmail's read-only input is shaped into state.
- ./inboxpilot demo triages 21 fixture emails with zero keys and zero network, auto-labels, archives one crypto spam and prints the digest.
- Auto-actions require decisive confidence; doubt is routed to the morning digest with suggested actions instead.
- Auto-archive is gated behind near-certainty on provably-calm mail, so a missed P0 email is treated as a system failure.
- The README treats uncertainty as a first-class output rather than an error.
Quickstart
bash
./inboxpilot demoWatch out
README reviewed 2026-10-17; the repository lists no license and the captured how-it-works diagram stops inside the Gmail step, so the remainder of the pipeline, the Gmail setup and any accuracy measurements are not visible.
Questions about this entry
Short answers drawn from the linked project or page.
A confidence-gated email triage tool for founders, built on Jev, TypeSafe AI's System One decision model. It does not summarize the inbox; it decides what is urgent, what can wait and what is noise, and acts only when confident.
Doubt goes to a morning digest with suggested actions and one-tap approval. The README states uncertainty is a first-class output, not an error, so the system prefers asking over guessing.
./inboxpilot demo runs the full loop on a fixture founder inbox: it triages 21 emails, auto-labels them, archives one crypto spam and prints the morning digest, with nothing leaving your machine.
The README sketches Gmail read-only access feeding state shaping, then one Jev call with three parallel questions. The captured diagram stops there, so how each answer maps to labels, digests or trash is not visible.
The stated bet is asymmetric: a missed critical email is framed as a five-to-seven-figure event while correct archives buy nothing, so auto-actions need decisive confidence and auto-archive needs near-certainty on calm mail.
The repository was created 2026-10-02 and last pushed 2026-10-03 with no stars, forks or license listed. The README documents the demo and design intent but shows no measured triage accuracy.
It is AdityaPagare619's repository. The description calls it confidence-gated small-biz email triage, and the README frames the core bet around never missing P0 email for founders drowning in mail.
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X: 1,565 emails, six decision models
X: Fifty emails in under two seconds
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