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在 OpenClaw 中安装
/install paper-reader
功能描述
Comprehensive PDF paper reader for academic research. Extracts text, figures, tables, and structured content from research papers with support for multimodal...
安全使用建议
Do not run the example commands or pip-install things on the basis of this package alone. The SKILL.md references scripts and a Python module (read_paper.py, paper_reader) that are not included — ask the publisher for the missing code or a proper install spec before installing. If you still want to use it, request: (1) the actual code files or a reproducible install (GitHub repo or PyPI package), (2) a clear statement of whether the tool performs any network calls and to which endpoints, and (3) a signed or verifiable author/source. If you must test now, do so in a restricted sandbox and inspect any downloaded/extracted files before running them. Because the package is incoherent as distributed, treat it as untrusted until the missing pieces are resolved.
功能分析
Type: OpenClaw Skill
Name: paper-reader
Version: 1.0.0
The skill bundle contains metadata and documentation for an academic PDF processing tool. The documentation (SKILL.md) describes legitimate functionality for extracting text, images, and tables using standard Python libraries (pdfplumber, pymupdf, Pillow). There are no signs of malicious intent, data exfiltration, or prompt injection within the provided files.
能力评估
Purpose & Capability
The SKILL.md describes a full CLI and Python API and lists Python dependencies (pdfplumber, pymupdf, Pillow) that are appropriate for a PDF reader, but the package contains no code files (no read_paper.py, no paper_reader module). That mismatch means the skill can't perform the claimed capabilities as distributed.
Instruction Scope
Runtime instructions explicitly tell the agent/user to run python3 ~/.openclaw/skills/paper-reader/read_paper.py and to import paper_reader — paths and modules that do not exist in this bundle. The instructions also direct reading PDFs and writing extracted outputs to arbitrary filesystem locations (e.g., ~/..., ./figures), which is expected for a paper-processing tool but should only be done by code you can inspect. There is no guidance about network activity (no explicit exfiltration), but the missing code makes it impossible to verify behavior.
Install Mechanism
There is no install spec (instruction-only), which is lower risk in itself. The README suggests running pip install pdfplumber pymupdf Pillow manually; that is reasonable for the declared dependencies, but because no code is bundled, there's nothing to install or verify from this skill package.
Credentials
The skill does not request environment variables, credentials, or config paths. The declared Python packages are appropriate for the stated purpose and do not imply additional secrets or cloud access.
Persistence & Privilege
The skill does not request always:true or other elevated persistent privileges. Model invocation is enabled by default (normal). The skill does not attempt to modify other skills or system-wide settings in the included materials.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install paper-reader - 安装完成后，直接呼叫该 Skill 的名称或使用
/paper-reader触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
Initial release of paper-reader, a comprehensive PDF tool for academic research.
- Extracts full text, figures, tables, and structured content from research papers.
- Supports metadata extraction: title, authors, abstract, keywords.
- Recognizes and organizes text by academic sections (e.g., Introduction, Methods).
- Batch processes entire folders of papers for large-scale workflows.
- Offers both command-line tool and Python API for flexible usage.
- Outputs organized files: plain text, images, tables (CSV), sectioned chapters, and metadata.
元数据
常见问题
Paper Reader 是什么？
Comprehensive PDF paper reader for academic research. Extracts text, figures, tables, and structured content from research papers with support for multimodal... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 300 次。
如何安装 Paper Reader？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install paper-reader」即可一键安装，无需额外配置。
Paper Reader 是免费的吗？
是的，Paper Reader 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Paper Reader 支持哪些平台？
Paper Reader 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Paper Reader？
由 崔之行（@changer-changer）开发并维护，当前版本 v1.0.0。
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