Automated README summary
Automatically summarized from the README on 21 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A light terminal Gmail client for Omarchy users: arrow-key and Ctrl-shortcut navigation, Gmail-label categories that sync to the phone, and Jev-assisted sorting and reply review.
How it uses Jev
Jev sorts each new message into a category (a Gmail label) only above a configured threshold; unclear mail stays in Inbox. Ctrl+J shows Jev's weighing of every category. While you write a reply, Jev grades clarity, tone, length, next step and language, and lists unanswered questions and requests from the original.
Primitives:choicescore
Technique worth stealing
Threshold-gated classification: act only when confident, otherwise leave the item untouched and expose the full per-category weighing for manual override.
Try it
Run demo/mail-demo with TYPESAFE_API_KEY set; try Ctrl+P "Sort inbox with Jev now", Ctrl+J, and Ctrl+R on Jonas's email.
Model judgments from README excerpts
Project signals use repository metadata, an existing summary and the first 700 README characters, not the full project. “Not found” means not detected in that material; it does not establish absence. These are the original judgments with recorded models and dates, not source audits or run results.
Models & evaluation dates
- Inclusion gate
jev-1.13.0- Project signals
jev-1.13.0- Category
jev-1.13.0- Pattern tags
jev-1.13.0
Evidence
These signals use repository metadata, an existing summary and at most 700 cleaned README characters. ≥ 0.60 means reported in that excerpt; ≤ 0.40 means not found there. The middle band is inconclusive. None is a source-code audit or a test result. The runnable-tool question excludes research experiments; the recommendation question asks for a learning shortlist, not a quality verdict.
- Jev is core to the projectunclear0.45
- Shows a System One patternFound in material0.71
- Describes handling uncertaintyFound in material0.86
- Reports measured numbersnot found in the excerpt0.05
- Is a runnable toolFound in material0.89
- Top-10 learning shortlist signalunclear0.42
- Is a replica of the modelnot found in the excerpt0.09
- Solves a common problem (0–2)score on a 0–2 scale1.01 / 2
- About JevFound in material0.95
no-judgment band (0.40–0.60)
no-judgment band (0.40–0.60)
The Jev model and date for each judgment stage are listed above. Card written by DeepSeek V4.1 Flash from the README on 21 Oct 2026.