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在 OpenClaw 中安装
/install zotero-browse
功能描述
Browse, search, and read papers from a local Zotero library. Use when the user wants to: (1) Search their Zotero library by title, author, or keyword, (2) Re...
安全使用建议
This skill appears to do what it says: query a local Zotero sqlite DB and extract PDF text. Before installing: (1) ensure you are comfortable granting the agent access to your local Zotero DB and storage folders (the code uses E:\Refer.Hub\... by default — change the --db/--db path or DEFAULT_DB/STORE constants if your library is elsewhere), (2) install Python 3 and PyMuPDF (fitz) in the environment you will run it in, (3) be aware the scripts will print PDF text to stdout or write extracted text to a file if you pass --output, and (4) review the two scripts yourself; they perform only local reads and contain no network calls or secret-exfiltration logic. If you plan to run on a non-Windows system, update paths and the 'py -3' invocation accordingly.
功能分析
Type: OpenClaw Skill
Name: zotero-browse
Version: 1.0.1
The skill bundle provides legitimate functionality for searching and reading a local Zotero library. The Python scripts (query_items.py and read_pdf.py) use parameterized SQLite queries and PyMuPDF to extract text from local files. While the scripts contain hardcoded absolute paths (e.g., E:\Refer.Hub\zotero.sqlite), there is no evidence of network activity, data exfiltration, or malicious intent.
能力评估
Purpose & Capability
Name/description match the actual behavior: the scripts query a local Zotero SQLite DB and locate PDFs in a local storage folder. The required binary (python3 with PyMuPDF) is appropriate. Note: the repository uses Windows-specific default paths (E:\Refer.Hub\zotero.sqlite and storage) which are plausible for the author's environment but will need adjustment on other machines.
Instruction Scope
SKILL.md and the scripts stay within scope: they open the specified sqlite DB, list/search items, resolve storageHash folders, and extract PDF text with PyMuPDF. They do not access network endpoints, environment secrets, or unrelated system files. Note the instructions and code print paths and file sizes and prompt for an attachment key when using interactive search; they assume user consent to read local files.
Install Mechanism
There is no install spec (instruction-only with code files). That is low-risk. The only external dependency is PyMuPDF (fitz), which must be installed in the Python environment before running; no remote downloads or archive extraction are performed by the skill itself.
Credentials
The skill requests no environment variables or credentials. The operations require filesystem access to the Zotero DB and storage, which is proportionate to its stated purpose.
Persistence & Privilege
always:false and user-invocable:true (default) — the skill is not force-included and does not modify other skills or system config. It performs read-only DB queries (PRAGMA read_only=ON) and reads files; it does not write to system-wide settings or other skills.
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 zotero-browse - 安装完成后，直接呼叫该 Skill 的名称或使用
/zotero-browse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
No functional or documentation changes in this release.
- Version bump to 1.0.1 with no detected file modifications.
- All existing workflows, features, and usage remain unchanged.
v1.0.0
Initial release of zotero-browse: Browse, search, and read papers from a local Zotero library.
- Search Zotero library by title, author, or keyword
- Read or summarize specific PDFs stored in Zotero by attachment key or title
- View library summary with item counts, types, and recent additions
- Find and extract related papers or detailed metadata by item key
- Includes command-line scripts for all workflows; requires Python 3 with PyMuPDF
元数据
常见问题
zotero-browse 是什么？
Browse, search, and read papers from a local Zotero library. Use when the user wants to: (1) Search their Zotero library by title, author, or keyword, (2) Re... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 154 次。
如何安装 zotero-browse？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install zotero-browse」即可一键安装，无需额外配置。
zotero-browse 是免费的吗？
是的，zotero-browse 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
zotero-browse 支持哪些平台？
zotero-browse 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 zotero-browse？
由 Liang Guo（@lyononthemoon）开发并维护，当前版本 v1.0.1。
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