Workflow & Automation

paperlab

maple-pwn/paperlab · ★ 9

maple-pwnCurated

Overleaf-style LaTeX paper workbench: annotate any text in the rendered PDF and let a dsh agent revise the sources with compile checks and git history.

Repository Source

License: MIT
Added: 2026-08-16
Maintenance: active
Install kind: github
npm: dsh-paperlab

Manifest details

Manifest status: Declared
Manifest path: package.json#dsh
Manifest checked: 2026-08-19
Lifecycle scripts: None found

Static manifest checks report declarations only; they are not compatibility or security review.

安装

dsh plugin --profile web add github:maple-pwn/paperlab

GitHub 源码安装：首次需按提示配置 allowBuilds 构建授权后重试

For install and environment setup, plus plugin development tutorials, see DSH community docs ↗

Screenshots

README

Source README · body: en · Read Chinese README

Table of contents

PaperLab
✨ Features
🔄 Workflow
🏗 Architecture
🚀 Quick Start
📦 Installing the plugin
🧪 Tests
📄 License
🔗 Community

PaperLab

An Overleaf-style paper revision workbench, powered by a DeepSeek Harness plugin.

中文 · Quick Start · Architecture · Contributing

Edit LaTeX and see the real rendered PDF in one place. Select any text to annotate, then let a DeepSeek Harness agent revise the paper annotation by annotation — with compile verification, git commits, diffs, rollback, and export.

✨ Features

🖥 UI	📄 Annotation	🤖 AI revision
Overleaf-style three panes, draggable	Select any text in the PDF to comment	dsh agent: read annotations → uniquely-matched edits → compile check → git commit
Source edits auto-save and auto-compile	Yellow highlights pinned by page coordinates	Wide-screen trace streams reasoning / tool calls / output with timer and LIVE badge
True PDF rendering (formulas, figures, layout)	"Locate" shows the pre-revision text in a red popup	Switch model / reasoning effort / agent preset in the workbench

📜 Versioning	📦 Engineering
Every project is a git repo with AI checkpoints	One-click export: sources (+ annotations) / PDF / git history
History browser, arbitrary diffs, one-click revert	Auto XeLaTeX detection, respects latexmkrc, multi-engine fallback chain

🔄 Workflow

🏗 Architecture

The AI engine runs entirely inside DeepSeek Harness; the workbench never calls model APIs directly.

Part	Stack	Responsibility
`web/`	React + Vite + PDF.js	three-pane UI, PDF text selection, trace view, history/export
`server/`	FastAPI	project management, LaTeX compile, annotations, git history, static hosting
`plugin/`	DeepSeek Harness bundle (TypeScript)	paper-revision tools + HTTP trigger + model/preset settings proxy

See docs/architecture.md.

🚀 Quick Start

Prerequisites: Node.js ≥ 20, pnpm ≥ 10, Python ≥ 3.11, git, DeepSeek Harness (dsh). LaTeX is optional.

git clone https://github.com/maple-pwn/paperlab.git
cd paperlab
./start.sh                # or make start

Open http://127.0.0.1:8210.

🔑 Credentials belong to dsh: configure them on the Models page of the dsh Web UI (http://127.0.0.1:3080). PaperLab never touches your API keys.

📦 Installing the plugin

The repository root is an official-format dsh bundle (dsh.bundle + cordis.patch.yml + prebuilt lib/):

dsh plugin --profile paperlab add dsh-paperlab                     # npm
dsh plugin --profile paperlab add github:maple-pwn/paperlab        # GitHub
dsh plugin --profile paperlab add .                                # local development

⚠️ Installing a plugin runs third-party code with your permissions. Review the source and try it without your credentials first.

🧪 Tests

make test

📄 License

🔗 Community

Join the DeepSeek Harness plugin ecosystem (topic: dsh-plugin)
Issues & ideas: GitHub Issues

Screenshots

README

PaperLab

✨ Features

🔄 Workflow

🏗 Architecture

🚀 Quick Start

📦 Installing the plugin

🧪 Tests

📄 License

🔗 Community

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