Scoring & Ranking

Plain-language web search where a decision model like Jev picks query, sources and time range, then ranks Search1API results.

MCP server over Apple developer docs and WWDC transcripts that uses hybrid search, then Jev relevance scores to rank results.

Secure, persistent VM sandboxes for AI agents, with a PR-review example that compares a general model with Jev on candidate findings.

Checks whether each cited paper supports its citing sentence: code fetches papers, Claude proves a quote, Jev scores it, a human decides.

Local long-term memory for coding agents with an optional Jev reranker that orders recalled memories.

Self-hostable Reddit buyer-intent finder that has Jev judge every post and comment it reads, with a written reason and cost per lead.

Volcengine's context database for agents, with a Jev rerank client that scores candidate documents with jev-latest as relevance.

Real-time global intelligence dashboard; per the lists, it batches Jev questions to score headline severity and classify event domains.

Live SEO audit from one homepage URL: crawl, 52 rules, Core Web Vitals and Jev page judgments, reported as PDF, XLSX and Markdown.

Jev as a calibrated reranker: query plus up to 30 documents in one call, one relevance Noul per document, benchmarked on BEIR.

Semantic grep that asks Jev a yes/no about every function for questions no regex can express, with cost reporting.

Deterministic code-graph context for coding agents on Postgres, AGE and pgvector, with optional Jev or local re-selection of symbols.

Claude Code plugin that adds Jev as an independent judge for review findings, debugging hypotheses, design options and search hits.

PR reviewer where Jev answers a Clean Code question set for every changed file and a writing model turns the verdicts into review prose.

Retrieval layer for Codex that finds evidence locally, optionally ranks sanitized excerpts with Jev, and returns bounded, cited evidence.

Rust CLI that classifies Git commit diffs with Jev into bug fixes, security fixes with CWEs, and change types.

CLI and Claude Code plugin that reads each commit diff and counts capabilities gained, fixes and upkeep using narrow model judgments.

DeepSeek Harness jev_search tool that runs ripgrep, scores every hit line with Jev, and returns only the top rows above a cut.

CLI that asks one yes/no question of every function in a codebase with Jev and ranks them by probability: grep whose pattern is a question.

Local-first feed that merges arXiv, GitHub, Hacker News and Bilibili results, with optional Jev title-relevance scores as a filter.

Static, source-attributed archive of Hermes Agent workflows and skills whose harvest job uses Jev to shelve and rank new entries.

Scores HeyReach LinkedIn leads and first-message variants with Jev, picks a message per lead and writes draft campaigns back.

Rust semantic grep that scores live repository files and line ranges with Jev yes/no probabilities, with no index or embeddings.

Go-based Claude Code plugin where Jev reads code so the agent doesn't: semantic find, bounded questions and large-read takeovers.

JSON-in/JSON-out CLI that reranks, filters or compresses search results with independent Jev Noul checks, keeping metadata intact.

Pipe grep or file lists into Jev to get every candidate scored, sorted and cut at a calibrated threshold, so agents read only what matters.

Terminal tool that finds link paths between Wikipedia articles: Jev ranks each page's outgoing links while Python runs the search.

Scripts where Jev selects CVSS metric values from a vulnerability description and code computes v3.0, v3.1 or v4.0 scores.

Agent skill where Jev scores a task prompt's clarity, the agent refines it up to three times until it reaches 80/100, then builds.

Python library that scores each RAG passage with a Jev Score question in one batched call, then sorts and filters by threshold.