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every

sufianetaouil/every

Ask a yes/no question of every function; ranked probabilities in seconds.

Scoring & Ranking95%Runner-up: Classification & Routing

What it is

A semantic code search CLI for developers. It asks a yes/no question of every function in a codebase and ranks the resulting probabilities, so you can find code matching a described behavior rather than a text pattern.

How it uses Jev

Jev judges each function against the user's question in its own question, returning a probability that the answer is yes. Scores are ranked, and results within ±0.10 of the threshold are asked again and averaged. The CLI uses the scores to order and filter functions.

Primitives:choice

Technique worth stealing

One Jev question per function, never a shared list, because positional lookup degrades past ~16 items.

Try it

pip install every-cli; export TYPESAFE_API_KEY=...; every "<question>" <path>

View on GitHub

judged by Jevjev-1.13.0

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-centricyes0.87
  • Shows a System One patternunclear0.52
  • Handles uncertaintyno0.31
  • Measuredyes0.97
  • Runnableyes0.93
  • Worth recommendingno0.28
  • Model replicano0.16
  • Problem scopescore on a 0–2 scale1.75
  • About Jevyes0.98

Signals by Jev jev-1.13.0, card written by DeepSeek V4.1 Flash from the README on 20 Sept 2026.