Automated README summary
Automatically summarized from the README on 17 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
SearchJev is a Firefox extension for desktop and Android that re-ranks Google search results, pushing down mass-produced SEO/affiliate articles and lifting official and first-hand sources. It shows per-result sub-scores and needs a TypeSafe API key.
How it uses Jev
For each result, background.js sends the query plus the result's title, snippet, domain and URL path to Jev as six bundled questions. Jev returns probabilities and graded judgments, which defaults.js combines into a weighted total score; content.js displays the scores and reorders results.
Primitives:choicescorenoul
Technique worth stealing
Bundle six typed judgment questions per result, then combine the calibrated answers into a weighted total score for re-ranking.
Try it
Load extension/manifest.json via about:debugging in Firefox; no build step.
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 material0.91
- Shows a System One patternnot found in the excerpt0.33
- Describes handling uncertaintynot found in the excerpt0.37
- Reports measured numbersnot found in the excerpt0.05
- Is a runnable toolFound in material0.98
- Top-10 learning shortlist signalnot found in the excerpt0.35
- Is a replica of the modelnot found in the excerpt0.06
- Solves a common problem (0–2)score on a 0–2 scale1.14 / 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 17 Oct 2026.