What it is
Seek is a menu-bar Mac app for finding files by describing them. Press ⌃⌥F, type a description, and it shows matching files, apps, System Settings pages, Chrome tabs, Teams chats and Claude Code sessions.
How it uses Jev
The README says a TypeSafe key is optional: paste one in Settings and Jev reads and re-ranks instead of Apple Intelligence. It does not describe which typed questions Jev answers, what state it receives, or how its probabilities are used in code.
Technique worth stealing
Optional on-device or Jev re-ranking after a fast no-model pass, so results appear while you type.
Try it
./build.sh builds, installs to ~/Applications/Seek.app and launches; ./build.sh --no-launch installs only.
Evidence
Each line is one question put to Jev about the README. ≥ 0.60 reads as yes, ≤ 0.40 as no; in between Jev is not making a call.
- Jev-centricno0.04
- Shows a System One patternno0.08
- Handles uncertaintyno0.10
- Measuredno0.04
- Runnableyes0.98
- Worth recommendingno0.18
- Model replicano0.05
- Problem scopescore on a 0–2 scale1.07
- About Jevyes0.82
Signals by Jev jev-1.13.0, card written by DeepSeek V4.1 Flash from the README on 20 Sept 2026.