deepseekplugins

DeepSeek Harness plugin

dsh-understand-anything

理解任何东西技能包（移植自 Understand-Anything）

Tools & Capabilities
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Source facts

Repository
GongYuanCaiJi/dsh-understand-anything
Latest update
Aug 15, 2026
Category
Tools & Capabilities
GitHub stars
0
Format
plugin
Catalog evidence
Upstream dsh.bundle evidence
Evidence path
package.json#dsh.bundle
Checked against
0.1.0-rc.8
Upstream check date
2026-08-20

This evidence comes from the upstream catalog. This site has not installed, run, or security-reviewed the plugin.

Install

Start with a prompt that asks an agent to review the GitHub repository and source. Switch to the command if you want to install it yourself.

Copy this prompt into DSH, Codex, or another agent and ask it to review the GitHub repository and source first.

Do not install or run any commands yet. Read this plugin's GitHub repository, README, and relevant source code. Then answer the questions below clearly and directly so I can decide whether it fits my needs:

1. What is this plugin, and what problem does it solve?
2. Who is it for, and what are its typical use cases?
3. How is it used after installation? Include one minimal example.
4. What known limitations or privacy, security, compatibility, or maintenance risks does it have?
5. Give a clear recommendation: recommend, conditionally recommend, or do not recommend, with reasons.

Distinguish statements documented by the repository, inferences from source code, and unknowns. If evidence is insufficient, say so explicitly. Do not guess or simply repeat the README.

GitHub: https://github.com/GongYuanCaiJi/dsh-understand-anything
Plugin: dsh-understand-anything
Author: GongYuanCaiJi

Check the source files

Read the README and other files from this plugin directory before installing.

File explorer3 files
README.mdSource · read only

🧠 dsh-understand-anything

简体中文 | [English](#english)

![License](./LICENSE) ![DSH](https://github.com/deepseek-ai/deepseek-harness) ![上游](https://github.com/Egonex-AI/Understand-Anything)

> 一句话：让 AI 先看懂整个代码库，再回答你的问题——生成知识图谱，聊代码、查影响、做架构分析、生成新手上手指南。

移植自 Egonex-AI/Understand-Anything（MIT）， skills / agent 层逐字保留，只适配 DeepSeek Harness 的插件机制。

✨ 功能

  • 🕸️ 交互式知识图谱 —— 扫描代码库，产出 knowledge-graph.json（架构、依赖、调用关系、复杂度）
  • 💬 /understand-chat 聊天问答 —— 基于图谱回答代码库问题，不把整个文件塞进上下文
  • 🔍 /understand-diff 改动影响分析 —— 当前改动影响了哪些组件、有哪些风险
  • 🧭 /understand-onboard 新手上手指南 —— 为新人生成项目导读
  • 🏛️ /understand-domain 业务领域提取 —— 从代码中识别业务领域、流程与步骤
  • 📚 /understand-knowledge 知识库分析 —— 分析 Karpathy 模式的 LLM wiki 知识库
  • 🎨 /understand-figma 设计稿分析 —— 通过 Figma API 生成设计知识图谱
  • 🌐 多语言 —— --language zh 生成中文摘要、标签与说明

📸 效果

在一个中型仓库里：

> /understand

  [Phase 1/7] Scanning project...
  [Phase 2/7] Analyzing files (12 batches)...
  [Phase 4/7] Assembling knowledge graph...
  ✅ Graph written to .ua/knowledge-graph.json (847 nodes, 1,204 edges)

然后：

> /understand-chat 这个项目怎么处理登录的？

  auth.ts 中的 login() 通过 authService.authenticate() 校验凭据，
  成功后在 sessionStore 建立会话，并在 middleware 里拦截未带 token 的请求……

📦 安装

dsh plugin --profile <你的 profile> add github:GongYuanCaiJi/dsh-understand-anything

安装时 prepare 会跑结构校验；首次运行 /understand 时，skill 会按上游流程用 pnpm 构建分析引擎（@understand-anything/core）。若 pnpm 拦下构建步骤，在 profile 的 pnpm-workspace.yaml 里把本套件加入 allowBuilds（本套件自带的 pnpm-workspace.yaml 已包含 tree-sitter 语法的 allowBuilds）。

从本地目录安装：

git clone https://github.com/GongYuanCaiJi/dsh-understand-anything.git
cd dsh-understand-anything && npm install
dsh plugin --profile <你的 profile> add .

> 需要 Node.js ≥ 22 与 pnpm ≥ 10（上游要求）。

🚀 使用

# 分析当前代码库（生成 .ua/knowledge-graph.json）
/understand

# 中文分析
/understand --language zh

# 增量更新（只重新分析改过的文件）
/understand

# 问代码库问题
/understand-chat 这个项目的架构是怎么样的？

# 分析当前改动的影响
/understand-diff

# 生成新手指南
/understand-onboard

分析引擎与技能文本均为上游英文原文，未做翻译（移植规则：100% 原样复制）。

⚠️ 没搬什么（web 应用不搬）

上游包含完整的 web 应用，dsh 插件形态承接不了——这是能力边界，不是取捨：

  • homepage/ 官网、packages/dashboard 交互式看板、packages/viewer 独立查看器

—— 均未搬入本套件。需要看板/查看器请到 上游仓库 获取。

  • Claude Code 专属的 hooks/（提交后自动更新）、平台安装脚本与各平台清单未搬入。
  • 逐字保真清单见 [THIRD_PARTY_NOTICES.md](./THIRD_PARTY_NOTICES.md)（242 档 SHA-256 可自验）。

📜 License

MIT。上游 Understand-Anything © Yuxiang Lin · Infinite Universe, Inc.；本移植 © GongYuanCaiJi（dsh port）。 如果这个项目对你有帮助，请也给上游点个 star ⭐

---

English

[简体中文](#🧠-dsh-understand-anything)

> One-liner: let AI understand the whole codebase before answering — generate a knowledge graph, then chat, diff-analyze, explore architecture, and onboard new members.

A port of Egonex-AI/Understand-Anything (MIT) into a DeepSeek Harness plugin. The skills/agent layer is preserved verbatim; only the plugin mechanism is adapted to dsh.

✨ Features

  • 🕸️ Interactive knowledge graph — scan a codebase into knowledge-graph.json (architecture, dependencies, call graphs, complexity)
  • 💬 /understand-chat — answer codebase questions from the graph without dumping whole files into context
  • 🔍 /understand-diff — impact analysis of your current changes
  • 🧭 /understand-onboard — onboarding guides for new team members
  • 🏛️ /understand-domain — extract business domains, flows, and steps
  • 📚 /understand-knowledge — analyze Karpathy-pattern LLM wikis
  • 🎨 /understand-figma — design knowledge graphs from Figma via the REST API
  • 🌐 Multilingual — --language zh generates Chinese summaries, tags, and descriptions

📦 Install

dsh plugin --profile <your-profile> add github:GongYuanCaiJi/dsh-understand-anything

prepare runs structural checks on install; on first /understand, the skill builds the analysis engine (@understand-anything/core) with pnpm, following the upstream flow. If pnpm blocks build steps, add this package to allowBuilds in the profile's pnpm-workspace.yaml (the bundled pnpm-workspace.yaml already allows the tree-sitter grammars).

Local install:

git clone https://github.com/GongYuanCaiJi/dsh-understand-anything.git
cd dsh-understand-anything && npm install
dsh plugin --profile <your-profile> add .

> Requires Node.js ≥ 22 and pnpm ≥ 10 (upstream requirement).

🚀 Usage

/understand                # analyze the current codebase → .ua/knowledge-graph.json
/understand --language zh  # Chinese analysis
/understand-chat ...       # ask questions about the codebase
/understand-diff           # analyze the impact of current changes
/understand-onboard        # generate an onboarding guide

The analysis engine and skill texts remain in upstream English (port rule: 100% verbatim copy).

⚠️ What is not ported (the web app)

The upstream ships a full web application, which a dsh plugin cannot carry — a capability boundary, not a choice:

  • homepage/ (marketing site), packages/dashboard (interactive dashboard),

packages/viewer (standalone viewer) — not included. Get them from the upstream repository.

  • Claude Code-specific hooks/ (post-commit auto-update), platform install scripts, and

platform manifests are not included.

  • Verbatim-fidelity manifest: [THIRD_PARTY_NOTICES.md](./THIRD_PARTY_NOTICES.md)

(242 files, SHA-256 verifiable).

📜 License

MIT. Upstream Understand-Anything © Yuxiang Lin · Infinite Universe, Inc.; this port © GongYuanCaiJi (dsh port). If this project helps you, please also star the upstream ⭐

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