Jev in production › Document and record classification

dsh-session-prefix

Coding-agent session manager plugin labels sidebar session titles with a status emoji by running a lightweight Jev decision call each turn.

Open on GitHub ↗

The source publishes no measured number.
Use
Document and record classification
Industry
Developer tools
Form
Open-source tool
Stage
Announced
Plugs into
dsh
Listed
2026-10-20
Found via
github
Repository
john-walks-slow/dsh-session-prefix
Stars
5
Forks
0
Last push
2026-10-26
Language
TypeScript
License
MIT
dsh-session-prefix screenshot
assets/screenshot-1-session-prefixes.png in the john-walks-slow/dsh-session-prefix README, MIT; shown from GitHub.

The README opens with

当会话越积越多,侧边栏一长串标题很难一眼分辨谁在写代码、谁在等确认、谁已交付。dsh-session-prefix 支持基于 Jev 决策模型或 Agent 工具自动分类,把任务状态直观呈现在标题最前端:

安装后无需繁琐配置,插件自动挂载生效:自带 sessionprefix 模型工具、/prefix 用户命令与「会话前缀」设置页。

1. 基于 Jev 决策模型的免配置全自动分类 - 零 Prompt 调教,不占上下文:引入轻量级快速决策模型(TypeSafe Jev),专门承担阶段分类研判,无需向主模型注入冗长提示词,也不消耗会话主模型的上下文预算。 - 全生命周期自适应感知: - 回合中快速响应:用户发出新需求后,结合上一轮产出即刻研判意图变化(如从开发切换至验收、排障或规划); - 回合末精准分类:Agent 输出交付物后,依据最终成果自动将分类更新至对应状态(如标记为待验收 👀 或已完成 ✅)。 - 极简且隐私安全:仅向决策模型提供当前指令与产出摘要(不外发全量历史上下文),未配置 API Key 时静默跳过,绝不阻塞会话。

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For the project's own README, linking back here:

Listed in Jev in production

Also used for document and record classification