JJEV·DIRECTORY GitHub agent pack connect your agent

Industrial email triage

Adminmeasuredby Nikhil Mudholkar2026-09-19
Classifying 1,565 business emails across ten categories. Via DAIR.AI Jev Field Notes (research paraphrase, snapshot 2026-09-20).
Claim · reportedReports 96.4% accuracy. Dataset includes 1,201 real emails and 364 synthetic examples, mostly German.
CaveatAttachments excluded; confidence filtering was measured on this dataset, not an independent guarantee.
Links
https://x.com/nikhilmudholkar/status/2100604560335139083x.comhttps://x.com/nikhilmudholkar/status/2100605143993503771x.comhttps://x.com/nikhilmudholkar/status/2100605383966396442x.comhttps://x.com/nikhilmudholkar/status/2100606119504712138x.comhttps://x.com/nikhilmudholkar/status/2100606801028764054x.com
open source

More in Admin

Triage 1,700 emails for $0.18 with four verdicts eachSniff Test: a prose linter where Jev is the judge.γ: Memory χ: Choice Δ: Change φ: Emotional Focus λ: Logic ∑: Exception Handling κ: Correctness or Resolution η: