A highly agenticworking assistant 高度自主的办公助手

Agents on the DesktopFocused on Word, PowerPoint and Excel, so AI gets real office work done, not just drafted.专注 Word、PPT 和 Excel，让 AI 完成实际的办公任务，而不只是给个草稿。

开始使用Get started GitHub
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Add folderdeepseek-v4-pro
两分钟看懂The film

Five sentences. Five finished jobs.五句话，五份成品。

An analysis workbook, a deck, a tender response, a script and a weekly workflow, each started with one sentence.一份分析表、一套 PPT、一份投标文件、一段代码和一个每周工作流，都只用一句话开始。

固定工作流Workflows

Do it once. Rerun it forever.做成一次，以后一键重跑。

When a conversation gets the job done, save it as a workflow: fixed steps you can review, edit and schedule.对话把活干完后，一键存成工作流：步骤固定，能审、能改、能定时。

  • Same steps, every run每次都是同样的步骤

    Built on LangGraph. Only the inputs change.基于 LangGraph，变的只有输入。

  • Models only where you want them只在需要的步骤调用模型

    This report has no model step: 2 seconds a run, zero tokens.这份日报不调用模型：一次 2 秒，零 token。

  • Stops at the first failure出错就停，不硬写

    A failed check halts the run and says why, instead of shipping a wrong report.检查不通过就停下并写明原因，不会交出一份错的报告。

Daily supplier totals and missing-address report

Repeats Weekdays at 8:30 AM3 steps · no model calls
Inputs
orders_pathorders/2026-10-05.xlsx
Steps
  1. 1ScriptCompute supplier totals and missing-address orders, then write daily-report.xlsxPython · 31 lines
  2. 2ToolRead back the written reportRead Excel
  3. 3CheckVerify both report sheets are present2 conditionsStopped here: the sheet “Missing addresses” is not in the report.
Runs
  • Yesterday at 8:30 AM · On schedule · 2s
  • Oct 2 at 8:30 AM · On schedule · 2s
  • Oct 1 at 8:30 AM · On schedule · 2s
模型与权限Models and control

Any model. Your rules.模型随你选，权限你说了算。

Claude, GPT and Gemini are built in. DeepSeek, Kimi, GLM, Qwen, Ollama or any OpenAI-compatible service takes just a base URL and a key. Connectors bring in the tools you already use, and you can add your own.Claude、GPT、Gemini 原生支持。DeepSeek、Kimi、GLM、Qwen、Ollama 等任何兼容 OpenAI 的服务，填上地址和 Key 就能用。连接器接入你常用的工具，也可以自己添加。

Your files stay on your computer. Only what the model reads goes to the provider you picked. With Ollama, nothing leaves the machine.文件始终在你的电脑上。只有模型要读的内容会发给你选的服务商；用 Ollama，数据完全不出本机。

  • 修改工作区里的 ExcelEdit an Excel file in the workspace
  • 运行一段 Python 脚本Run a Python script
  • 通过 Microsoft 365 发邮件Send an email through Microsoft 365
  • 写进没添加过的文件夹Write to a folder you haven't added
Run a command
Drop orders without a shipping address去掉没有收货地址的订单
import pandas as pd
df = pd.read_excel("Q3 orders.xlsx")
df = df.dropna(subset=["address"])
df.to_excel("Q3 orders (clean).xlsx", index=False)import pandas as pd
df = pd.read_excel("Q3订单明细.xlsx")
df = df.dropna(subset=["收货地址"])
df.to_excel("Q3订单明细_清洗后.xlsx", index=False)
This script isn’t sandboxed: it can read any file this app can and use the network. It can write only in the workspace and folders you added -- a safeguard against mistakes, not a security boundary. Review it before approving.

Models模型Cloud, open-weight or fully local云端、开源或完全本地
Connectors连接器Ready-made, or add your own现成可用，也能自己添加
快速开始Get started

Up and running in minutes几分钟就能用上

For Windows. Bring an API key from any model provider.适用于 Windows，准备好任意一家模型服务的 API Key 即可。

  1. Download the portable .zip from GitHub Releases.从 GitHub Releases 下载免安装版 .zip。
  2. Unzip it anywhere and open coscribe.exe. Nothing to install.解压到任意位置，打开 coscribe.exe，无需安装。
  3. Add a key in Settings, under Providers, and start a conversation.在设置的 Providers 里填入 Key，就可以开始对话。
coscribe for Windowscoscribe Windows 版Portable .zip · no installer · built-in browser免安装 .zip · 解压即用 · 内置浏览器 Download下载
Or run from source或从源码运行
PowerShell
# needs Python 3.11+ and Node.js
> git clone https://github.com/OICWS/coscribe.git
> cd coscribe\office-agent
> python -m venv .venv
> .\.venv\Scripts\Activate.ps1
> pip install -e ".[dev,web]"
> pip install -U "google-genai>=2.13.0,<2.14.0"
> copy .env.example .env
> cd frontend; npm install; npm run build; cd ..
> coscribe-web
FAQ

Before you ask你可能想问

和其他桌面 Agent 有什么不同？How is it different from other desktop agents?
  • 本地运行，模型随便换。文件留在本机，只有对话发给你选的模型。Claude、GPT、Gemini、DeepSeek、Kimi、GLM 等 OpenAI 兼容接口都能接。
  • Office 能力内置。Word、Excel、PPT、PDF 读写自带：修订、公式、图表、PPT 动画和模板、PDF 检索。写完用 LibreOffice 渲染预览，让模型“看到”成品。
  • 重视做对。独立评审员拿脚本实际看到的证据核对产出，评审次数和每轮步数都有硬上限。
  • 成功对话可固化成工作流。跑通的任务可以固化成固定流程，定时执行时不再让模型做决定，稳定、快、便宜；AI 只在起草和修复失败时参与。
  • 审批分级。四种模式：手动、自动接受编辑、计划、Auto（由评审模型代为审批）。脚本只能写入授权文件夹，有审计日志，支持 Hooks。
  • 成本认真优化。缓存针对各家模型调过，同一个三文件办公任务从约 ¥2.9 降到 ¥1，每次调用花了多少都能查。
  • 一个应用，两个 runtime。办公交给 coscribe runtime，编程可交给 Codex（可选模块，用到时才下载）。
  • 交互打磨到位。内置浏览器面板保持登录、批量提问、运行中途补充、任务进度和子代理面板、会话分组和状态图标。
  • Local, any model.Your files stay on your PC; only the conversation goes to the model you pick: Claude, GPT, Gemini, DeepSeek, Kimi, GLM or any OpenAI-compatible API.
  • Office built in.Word, Excel, PowerPoint and PDF tools ship with it: tracked changes, formulas, charts, slide animations and templates, PDF search. Each file is rendered with LibreOffice so the model sees the result.
  • Built to get it right.An independent reviewer checks the output against evidence of what the scripts actually saw, and reviews and steps per turn have hard limits.
  • Chats become workflows.A run that worked can become a fixed workflow. Scheduled runs follow its steps without the model deciding, so they are steady, fast and cheap; AI only drafts it and repairs failures.
  • Tiered approval.Four modes: manual, auto-accept edits, plan, and Auto, where a reviewer model approves for you. Scripts write only to folders you allowed, with an audit log and Hooks.
  • Cost tuned per model.Caching is tuned for each provider: the same three-file office task fell from about ¥2.9 to ¥1. You can see what every call cost.
  • Two runtimes, one app.Office work runs on the coscribe runtime; coding can go to Codex, an optional module downloaded only when you need it.
  • Polished to use.A built-in browser pane that keeps you signed in, batch questions, adding input mid-run, progress and sub-agent panes, and grouped sessions with status icons.
要付费吗？Does it cost anything?

coscribe 是 MIT 许可的开源软件，免费使用。你只为自己选的模型服务付费；用 Ollama 跑本地模型则没有 API 费用。coscribe is MIT licensed and free. You pay only for the model service you choose, and nothing if you run a local model with Ollama.

我的文件会被上传吗？Are my files uploaded anywhere?

coscribe 没有自己的云端服务。对话中模型需要读的内容，会发给你配置的模型服务商；用 Ollama 的话，全程不离开本机。coscribe has no cloud service of its own. Whatever the model needs to read goes to the provider you configured; with Ollama, nothing leaves your machine.

它会不经同意就改我的文件吗？Will it change my files without asking?

取决于你选的模式，见上面的四种模式。无论哪种，写入都只落在工作区和你添加的文件夹里。That depends on the mode you pick, shown above. In every mode, writes stay inside the workspace and the folders you added.

它能做哪些事？What can it actually make?

真正的 Word、PPT、Excel 文件：带修订和批注的合同、有图表的汇报、对好账的表格。它也能做数据分析、跑可重复的工作流，写代码的活可以交给代码模块。Real Word, PowerPoint and Excel files: contracts with tracked changes, decks with charts, reconciled spreadsheets. It also analyses data, runs workflows you can repeat, and can hand coding work to the code module.

支持 Mac 或 Linux 吗？Is there a Mac or Linux version?

暂时不支持。Not yet.

Your next report, handed off.下一份汇报，交给 coscribe。

开始使用Get started 在 GitHub 上 StarStar on GitHub