jev-freeform

Self-hosted Jev decision workbench and Feishu bot: automatic choices, probabilities, and experimental word/character writing.

Independent Jev 1.13.0 behavior study: report, controlled prompt experiments, raw results, and offline verification.

Can a decision model beat dedicated rerankers? TypeSafe Jev vs Cohere Rerank 4 vs ZeroEntropy zerank-2 vs a chat-model baseline: 14 datasets, every raw API response, bootstrap ranges on every gap.

A character-level language model built on Jev, a System One classifier

Typed TypeSafe AI clients for Rust, with async and blocking backends and observable retries.

装在手机上的对话副驾：在微信 / QQ / X / 飞书里读懂对方、给出候选回复、一键填入输入框，发不发由你。非侵入，只读屏幕，不 hook 不改包。

Windows 微信回复助手：DeepSeek 官方生成话术，TypeSafe JEV 官方判断排序，支持可取消的 3 秒自动发送。

Observable browser stealth game: Jev makes typed guard judgments while deterministic code owns the world.

Windows 微信回复助手（非官方修改版）：本地离线 OCR 读屏 + 模型起草候选回复 + 一键填入微信输入框，可选自动发送。不 hook、不注入、不读微信数据库。