Automated README summary
Automatically summarized from the README on 6 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A Chrome extension that lets you search web pages by meaning rather than exact words. Press a shortcut, describe what you want, and matching passages highlight on the page. For anyone with a TypeSafe API key.
How it uses Jev
Jev makes an independent yes/no relevance judgment (noul) on each of up to 160 extracted passages, plus a strongest-sentence pick for passages with 2+ sentences. Results are ranked by relevance probability; anything under 0.58 is dropped, and highlights map back to exact DOM ranges.
Primitives:noul
Technique worth stealing
Extract readable passages, split long ones at sentence boundaries, and rank by Jev relevance probability with a 0.58 cutoff.
Try it
Load unpacked in chrome://extensions, paste your TypeSafe API key, press Cmd/Ctrl+Shift+F.
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 projectFound in material0.78
- Shows a System One patternnot found in the excerpt0.07
- Describes handling uncertaintynot found in the excerpt0.03
- Reports measured numbersnot found in the excerpt0.04
- Is a runnable toolFound in material0.99
- Top-10 learning shortlist signalnot found in the excerpt0.22
- Is a replica of the modelnot found in the excerpt0.03
- Solves a common problem (0–2)score on a 0–2 scale1.02 / 2
- About JevFound in material0.98
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 6 Oct 2026.