dsh-coherence — keep long multi-agent tasks coherent / 让跨天多 agent 长任务保持连贯

[Shonean]

English

Show Your Plugins! — a thread where dsh plugin authors show what they built. Today: dsh-coherence.

dsh-coherence is one Cordis plugin that keeps a long-running, multi-agent task coherent. When one task runs across many days and many agents — claude code, opencode, codex — each agent's context fragments: sessions drift, exploration repeats, direction forks, memories conflict. Coherence exists so those agents keep cooperating inside the same workspace without falling apart. It adds no subagent provider of its own: it manages the records and the direction around the subagent providers dsh already has.

What it brings:

1. Transcript — a normalized, searchable record of every managed agent session, synced from each tool's own store (Claude, opencode, codex) with credential redaction.
2. Three-layer memory — working / episodic / semantic, with budgeted recall and offline consolidation that replays episodes into semantic claims.
3. Codebase map — persisted Explore outcomes (folders, files, symbols), so a later session answers structure questions from the map instead of re-exploring.
4. Worklog — one shared direction every agent reads and updates, instead of duplicated prompts.

External agents reach it over an in-process MCP server (streamable-http) plus a human-readable file mirror; the web UI reaches it through a read-only Typert Remote gateway that feeds the Coherence Hub tab — the hub shows live ingest, delegation lineage, and the memory layers right inside the conversation:

Like Minecraft resource packs or mods, coherence ships as a plugin pack: one toggleable family — the host plugin plus its three browser halves — that you switch on and off as a unit from the Web Plugins settings:

Install (host plugin + the three browser halves, one command):

dsh plugin --profile <name> add dsh-coherence

Source: https://github.com/Shonean/dsh-coherence — npm: dsh-coherence, dsh-client-ui-coherence, dsh-client-ui-coherence-hub, dsh-client-ui-coherence-inventory. (It also ships inside the dsh desktop app, where the same pack mounts with no setup.)

Now it's your turn — what plugin have you built on dsh? Reply with a one-liner, a screenshot, or a repo link. Show your plugins!

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中文

Show Your Plugins! —— 一个让 dsh 插件作者展示自己作品的帖子。今天出场：dsh-coherence。

dsh-coherence 是一个 Cordis 插件，让跨多天、多 agent 的长任务保持连贯。当一个任务做了很多天、经过很多个 agent——claude code、opencode、codex——之后，各 agent 的上下文必然各自为政：会话漂移、探索重复、方向分叉、记忆冲突。Coherence 的目的就是让它们在同一个工作区内协同不出问题。它不新增任何 subagent provider：它围绕 dsh 已有的 provider 管理记录与方向。

它带来什么：

1. 转录 —— 每个受管 agent 会话的归一化、可检索记录，从各工具自身存储（Claude、opencode、codex）增量同步，并在摄取入口做凭据脱敏。
2. 三层记忆 —— working / episodic / semantic 三层，预算化召回，以及把 episode 重放成语义断言的离线巩固。
3. 代码库地图 —— 持久化的 Explore 结果（文件夹、文件、符号），后续会话直接从地图回答结构问题，不再重复探索。
4. 工作日志 —— 一份每个 agent 都读写同一份、而不是复制提示词的共享方向。

外部 agent 通过进程内 MCP server（streamable-http）与人类可读的文件镜像访问本套件；Web UI 通过只读 Typert Remote gateway 访问，其数据面供给 Coherence Hub 页签——Hub 直接在会话里呈现实时摄取、委派血统与记忆分层：

像 Minecraft 资源包或 Mod 一样，coherence 以插件包的形式发布：一个可整体开关的家族——宿主插件加它的三个浏览器半——在 Web 插件设置里一键开关：

安装（宿主插件 + 三个浏览器半，一条命令）：

dsh plugin --profile <name> add dsh-coherence

源码：https://github.com/Shonean/dsh-coherence —— npm 包：dsh-coherence、dsh-client-ui-coherence、dsh-client-ui-coherence-hub、dsh-client-ui-coherence-inventory。（dsh 桌面端也已内置同一个插件包，开箱即用。）

轮到你了 —— 你在 dsh 上做了什么插件？一句话、一张截图或一个仓库链接都可以。Show your plugins!