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yj-liuzepeng/dsh-project-brain

dsh-project-brain

UIWeb UI100 GitHub stars· updated 2026-09-22

Persistent project intelligence and memory plugin for DSH: architecture analysis, cross-session context, TODOs, and optional hybrid retrieval

Install

npx @deepseek-ai/dsh plugin --profile web add github:yj-liuzepeng/dsh-project-brain#v0.7.0-beta.2

Restart `dsh web` after install. Bundle APIs can change during the developer preview.

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Paste this into your README. The star count updates with every catalog sync.

From the README

Excerpt from yj-liuzepeng/dsh-project-brain, cleaned of badges and images.

dsh-project-brain

English · 简体中文

A persistent project intelligence and memory plugin for DSH. It analyzes the active workspace, explains the architecture, preserves decisions and development history, and restores the right context in future sessions.

Instead of making every new conversation rediscover the repository, dsh-project-brain stores structured knowledge inside the project itself and keeps getting more useful as the project evolves.

Current release: 1.3.1 — adds import / export / local backup restore (cross-machine sync). End-to-end 20/20 smoke suites + 46/46 host-acceptance pass; data format fully backward-compatible with v1.3.0.

v1.3.1 新特性:📦 导入导出 / 备份恢复

  • Dashboard 顶部新增 💾 备份 / 📥 恢复 / ↶ 回滚 三个按钮(与项目名 + techStack chip 同一行)
  • 一键把整个项目脑打成 zip(含 timeline + cache + manifest + sha256 校验)→ 跨机器传文件 → 在另一台机器一键还原
  • 导入前自动预览影响清单(即将覆盖的脑 / 旧脑备份路径 / rootPath 改写);主按钮文案「覆盖并恢复」明确提醒
  • 每次导入/回滚前自动备份当前脑到 .project-brain.backup-<ts>/;可随时回滚到任一历史备份
  • 4 个新 Tool:project_export / project_import / project_rollback_backup / project_cleanup_backups

GitHub release · DSH community showcase · MyDSH listing

Preview

Project Brain activation entry (before first scan)

Project card with detected stack and live status

Dashboard overview with SuggestionCard and Quick Actions

Architecture tab — lane-based layered overview

Architecture tab — expanded runtime path for a single layer

TODOs and development timeline

Project memories with type badges and importance stars

Settings — vector retrieval and Embedding config

Settings — retrieval weights and probe button

Git history tab (VSCode-style)

Why use it?

AI coding sessions are usually short-lived, while real software projects are not. Important context gets scattered across conversations: why an architectural choice was made, which workaround fixed a production bug, what is currently in progress, and which files form the critical path.

dsh-project-brain turns that context into a local, workspace-scoped knowledge layer:

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