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paper-workbench

Verified · install-tested on dsh LessXi

✓ Actively maintained Builds on 2 official DSH packages

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2026-08-19Last push
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What it does

A plugin in the Knowledge category for DeepSeek Harness.

✅
Our take
Works — verified, early-stage project

A plugin in the Knowledge category for DeepSeek Harness. It installs cleanly and boots without issues in our testing. It's early-stage but functional.

“Verified” means our automated CI actually ran dsh plugin add in a clean profile and it booted — nothing more. Feature descriptions and version compatibility are the author’s claims. This is not a security audit and not an endorsement of third-party code.

README

paper-workbench

把你的 agent(ZCode / DeepSeek Harness / Claude Code)变成全流程论文研读学习复现工作台:

发现 ─ 获取 ─ 解析 ─ 精读 ─ 沉淀 ─ 复现 ─ 综述
find   read   parse  learn  vault  repro  survey

特色是学习模式(/paper-learn):AI 不代读——只做导读地图、答疑、复述纠错、闭卷出题、code review,公式和代码过你自己的脑子。

安装

方式一:插件市场(推荐,零终端)——ZCode/Claude Code:设置 → 插件管理 → Discover → + 从 GitHub 添加 https://github.com/LessXi/paper-workbench → 安装。装完重开会话。

方式二:DSH 一条命令(bundle)——DeepSeek Harness 用户:

dsh plugin --profile web add github:LessXi/paper-workbench   # 在 DSH 源码目录跑 pnpm dsh …,可加 #<commit> 锁定

装完获得 paper 工具(status 查工作台状态 / parse 解析 PDF);工作流技能由 /paper-init 自动落到工作区 .agents/skills/。

方式三:一条 bootstrap 命令(其他 terminal 用户)

curl -LsSf https://raw.githubusercontent.com/LessXi/paper-workbench/main/bootstrap.sh | bash
# Windows: powershell -ExecutionPolicy Bypass -c "irm https://raw.githubusercontent.com/LessXi/paper-workbench/main/bootstrap.ps1 | iex"

(备选:git clone 本仓库后跑 install.sh / install.ps1)

两步跑通

1. 插件装好,重开会话,在任意目录说 /paper-init   ← 生成你的工作台(只问一个问题:解析环境 lite 还是 full)
2. /paper-find <你的主题>                        ← 检索落库,开始研读

解析环境两档:lite 秒级装完(纯文本抽取,够筛选);full 公式还原 LaTeX、表格成表、抽全部图表(精读必备),首次多等十来分钟。lite 随时可升级 full(一条 pip 命令,parse_paper.py 会在需要时提示你)。

九个命令

命令 用途
/paper-init [目录] [--lite] 初始化工作台(--lite 秒级轻量环境)
/paper-find <query> 多源检索 → 必读/备读/跳过分档 → 落库登记
/paper-read <论文> AI 代读:MinerU 解析 + 三遍读法 + 结构化笔记
/paper-learn <论文> 学习模式:你读你写,AI 陪读/出题/review
/paper-cite <论文> 前向/后向引文图谱 + BibTeX
/paper-survey <topic> 方法族谱 + 对比矩阵 + 演化时间线 + canvas
/paper-watch <topic> arXiv 订阅追新 digest
/paper-reproduce <论文> CPU 级复现:官方repo→降规模→从零实现→数值对照
/paper-lab 台账盘点、卡点诊断、下一步建议

依赖

  • 必需:uv(Python 3.12 自动管理)
  • 增强:arxiv-mcp-server + paper-search-mcp(/paper-init 自动写入工作区 MCP 配置;无 MCP 环境自动降级为网页检索 + curl 直拉);Obsidian(工作区本身就是 vault——明面全是论文数据,Obsidian Sync 直接全同步;框架收在 .zcode/ 点目录,Obsidian 不碰,无需手动排除)
  • 解析:MinerU(公式/表格/中文最强,CPU 可跑)+ pypdf 快速兜底

多机环境坑(杀软拦 uv trampoline、uvx 默认 Python、mineru 漏 six 等)已沉淀在 skills/paper-lab/references/environment-notes.md,安装脚本内置规避。

结构

skills/paper-lab/            自包含技能包(SKILL.md + 9 命令 + 模板 + 脚本 + 踩坑档案)
.claude-plugin/              插件清单(ZCode / Claude Code 市场兼容)
install.sh / install.ps1     一键双环境安装

License

MIT

Install

🧩 Let your agent install it (recommended)

Install the catalog once, then DeepSeek Harness can find and install any plugin from this site automatically:

dsh plugin add dshbase-catalog

Then say "install paper-workbench for me" — your agent finds it in the directory and installs it. Docs: dshbase-catalog · verified packs.

This plugin is GitHub source (not published to npm) — install it straight from the repo:

Web profile:

dsh plugin --profile web add github:LessXi/paper-workbench

Headless (CLI) profile:

dsh plugin --profile headless add github:LessXi/paper-workbench

Test report

Verified: L1 install + L2 load + L3 runtime from GitHub source on dsh 0.1.0-rc.6.

Security: not yet scanned — our daily static scan will cover it shortly.

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