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在 OpenClaw 中安装
/install papersgpt-for-zotero
功能描述
A privacy-first, local-first search assistant and MCP server for your Zotero library, enabling AI agents to search and analyze your research papers securely.
安全使用建议
This skill appears to do what it says (index and search your local Zotero storage), but it is instruction-only and tells you to install an external npm package and run a background service. Before installing or running it: 1) inspect the npm package and its GitHub repo (check the maintainer, recent commits, issues, and package.json scripts) to ensure there are no unexpected postinstall or remote-exfiltration behaviors; 2) run it in a contained environment (VM or container) first if you are unsure; 3) verify what network ports the background service opens and avoid exposing it to the public internet; 4) backup sensitive Zotero data before indexing; and 5) prefer installing packages from a verified source or official project page rather than unknown registry metadata. If you can provide the npm package name/version or the GitHub repo content, I can re-evaluate with higher confidence.
功能分析
Type: OpenClaw Skill
Name: papersgpt-for-zotero
Version: 1.0.1
The skill bundle instructs the AI agent to perform high-risk operations, including installing an external npm package and executing shell commands (`pz init`, `pz search`) to index and search local Zotero data. While these actions are aligned with the stated purpose of the research assistant, the requirement for direct shell access and third-party software installation represents a significant attack surface without explicit safety constraints in the SKILL.md file.
能力评估
Purpose & Capability
The name and description (local, privacy-first Zotero search/indexing) match the SKILL.md instructions: initialize by pointing at the Zotero storage, run pz search, and stop the background service. No unrelated credentials or binaries are requested.
Instruction Scope
Instructions focus on indexing local Zotero storage and running pz CLI commands (pz init, pz search, pz stop). However, the doc refers to running a background indexing/service (an 'MCP server') without describing whether it opens network ports, what it exposes, or what data (if any) it transmits externally. That omission is notable because a background server could expose local data unexpectedly.
Install Mechanism
There is no platform install spec; SKILL.md instructs the user to run npm install papersgpt-for-zotero. Installing an npm package is a reasonable route for a CLI tool, but npm packages can execute arbitrary code (postinstall scripts, background processes). The skill references a GitHub repo URL which is a known host, but the registry metadata lists the source as unknown and has no homepage in the registry — you should verify the package source and contents before running it.
Credentials
The skill requests no environment variables, credentials, or config paths beyond the Zotero storage directory (which the user supplies). There are no unexplained secret or cloud credential requests.
Persistence & Privilege
The skill does not request 'always: true' or autonomous platform privileges. It does instruct the user to start a background indexing service (pz init) that persists outside the agent's process — this is reasonable for a local search server but may create long-lived processes and potential network exposure; the SKILL.md does not describe how that persistence is managed or secured.
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 papersgpt-for-zotero - 安装完成后，直接呼叫该 Skill 的名称或使用
/papersgpt-for-zotero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
v1.0.1
- Added a link to the GitHub repository for more information in the Installation section.
- No functional or behavioral changes to the skill itself.
v1.0.0
Initial release of PapersGPT for Zotero — a local, privacy-first AI assistant for searching and analyzing your Zotero research library.
- Enables instant, AI-powered search across your personal Zotero PDF/library collection.
- Provides synthesized insights and context from your local research papers.
- Streamlines literature reviews by surfacing arguments, methodologies, and findings.
- Easy installation via npm and intuitive CLI with commands for initialization, searching, and stopping the service.
- Fully local workflow: no cloud upload, all operations stay on your machine.
元数据
常见问题
papersgpt-for-zotero 是什么？
A privacy-first, local-first search assistant and MCP server for your Zotero library, enabling AI agents to search and analyze your research papers securely. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 107 次。
如何安装 papersgpt-for-zotero？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install papersgpt-for-zotero」即可一键安装，无需额外配置。
papersgpt-for-zotero 是免费的吗？
是的，papersgpt-for-zotero 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
papersgpt-for-zotero 支持哪些平台？
papersgpt-for-zotero 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 papersgpt-for-zotero？
由 papersgpt（@papersgpt）开发并维护，当前版本 v1.0.1。
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