What it is
A standalone context compactor for agents. It scores transcript segments with Jev; kept lines stay byte-for-byte original, low scorers move to a store behind an expand() pointer, and the append-only frozen prefix keeps the prompt cache valid.
How it uses Jev
Jev scores each transcript segment in one request. High scores enter the frozen prefix; low scores are relocated to a store with an expand() pointer. The agent can call expand() to retrieve original bytes. Decisions are logged for later threshold replay.
Primitives:score
Technique worth stealing
Score-only gating: Jev never writes text, so kept lines are always verbatim originals and elided content is recoverable.
Try it
git clone, uv venv, uv pip install -e '.[dev]', then .venv/bin/python demo.py (offline, no key).
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 patternno0.25
- Handles uncertaintyunclear0.44
- Measuredyes0.96
- Runnableyes0.92
- Worth recommendingyes0.62
- Model replicaunclear0.44
- Problem scopescore on a 0–2 scale1.54
- About Jevyes0.86
Signals by Jev jev-1.13.0, card written by DeepSeek V4.1 Flash from the README on 22 Sept 2026.