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Paper Instruments releases Paper Office, a Python suite for agents to safely edit Word, PowerPoint, and Excel files

1 report1 sourceupdated 6 days ago

What happened

Summary

Paper Instruments 开源了 Paper Office,在 python-docx、python-pptx 和 OpenPyxl 的基础上加了安全校验和更完整的编辑能力。他们用 5 个模型跑了 61 项任务,Paper 工具包加上引导后通过率 92.5%,直接用上游库是 80.7%,用 Anthropic 的 Office skills ...

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Sep 24
  1. Hacker News front pagePick
    Paper Instruments releases Paper Office, a Python suite for agents to safely edit Word, PowerPoint, and Excel files

    Paper Office is a suite of Python packages that wrap python-docx, python-pptx, and OpenPyxl with safety checks and broader editing capabilities. Across 5 models and 61 tasks, Paper packages plus guidance passed 92.5% of trials, vs 80.7% for the upstream packages alone and 69.5% for Anthropic's Office skills. Agents resorted to raw OOXML editing in only 1.6% of Paper runs, compared to 78.7% without skills and 50.5% with Anthropic skills. The team argues that low agent adoption in consulting, law, and banking stems from tools that silently corrupt formatting, break references, or produce client-unready output. Paper Office keeps the familiar imports and adds cross-run text search, native Word redlines, comment threads, content controls, cross-document composition, and package-level diff saves, refusing unsafe operations instead of quietly breaking files.