Scoring & Ranking

Windows tray proof of concept that re-picks Bopomofo homophone candidates for a whole sentence with Jev before you press Enter.

YouTube comment analyser: an LLM writes a per-video rubric once, then Jev scores every comment and code computes consensus.

Web app that has Jev judge a note.com article's writing quality on eight Score axes plus an overall AI-slop choice and score.

Browser extension that has Jev score search results for relevance, depth, SEO filler and page type, then re-ranks them with a 0-100 badge.

Python CLI that fetches recent arXiv papers, scores relevance to your research profile with Jev P(True) and writes daily rankings.

PiJev: Pi-based coding agent where Jev shortlists skills, ranks code excerpts and triages tool failures while your model writes code.

Tech reading feed from Hacker News, Dev.to, Hashnode and Lobsters, ranked by Jev scores against your skill summary.

Combines Jev judgments on row text with a tabular foundation model like TabPFN to predict outcomes from few labels.

Local CV screening workbench that asks Jev fixed typed questions per CV and scores them with editable, free-to-rerun policy arithmetic.

Research agent where GPT plans and Jev finds evidence in parallel across document regions with Choice and Noul.

Compares Jev's zero-shot reranking with specialist rerankers on MS MARCO passage and document benchmarks and a TREC WSJ transfer test.

Resume-to-JD screening study (Chinese) with 5 Noul gates, 4 Score dimensions and a routing Choice per request, hardened over three versions.

Pull request adding Jev to station-suggestion reranking in the TrainLCD transit app's Cloudflare Worker backend.

Coverage, security and quality CLI where Jev answers yes/no property questions per file so agents know what to fix first.

Zilliz's cross-agent Markdown memory with an optional Jev reranker that asks yes/no relevance questions about retrieved chunks.

Milvus's model library with a Jev reranker that sends candidate documents as yes/no relevance questions and returns them sorted.

Code search CLI and agent skill (jg) where Jev judges relevance across folders, files and declarations to return excerpts.

Graph-database-agnostic GraphRAG framework where swappable Laya or Jev decisions score edges, route intents and gate hallucinations.

Local-first knowledge search with BM25 shortlisting and Jev Noul reranking by default, seven selectable pipelines and cited answers.

npm CLI that screens large agent tool outputs with Jev, returning compact typed decisions and IDs while originals stay recoverable.

Grep-shaped Rust CLI for coding agents: BM25 recall plus Jev Noul window checks and a listwise Choice return path:line results with scores.

Unofficial LlamaIndex reranker and router where Jev scores retrieved passages and selects query engines, with BEIR results.

Daily arXiv and bioRxiv radar where Jev answers one yes/no per plain-English interest for every new paper; fork-and-go GitHub Action.

Web app that lints human prose like a compiler: Jev measures tone and information, code emits rustc-style diagnostics.

CLI and agent skill that shortlist notes in Obsidian or Logseq locally, then have Jev rerank them, returning original passages.

CLI that transcribes a video, has Jev score every sentence against rubric flags, and renders a 16:9 edit with a live meter.

shadcn/ui site-search block that shows keyword hits instantly, then has Jev re-rank the top 20 by what the visitor meant.

find(1) with a semantic --like predicate: ordinary filters run locally and Jev judges whether each remaining file matches a description.

Visualizer that sends every passage of a novel to Jev for nine emotion scores plus intensity and draws the book as an aurora poster.

Small demo that scores resumes for first-pass fit and interview recommendation with TypeSafe Jev.