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在 OpenClaw 中安装
/install paper-scout
功能描述
Search and summarize research papers in robotics and related fields. Use when asked to find recent papers, digest academic literature, or scout publications...
安全使用建议
This skill is coherent for its stated task, but before installing: 1) confirm how the agent will perform the Google Scholar step — what browser automation/tooling it will use and whether it will access your local browser/profile or require credentials; 2) expect the agent to write Markdown files to your Desktop (~/Desktop/YYYY-MM-DD-academic-digest.md); 3) understand that scraping Google Scholar can trigger rate limits, CAPTCHAs or violate terms of service — ask whether the implementation uses polite rate-limiting or official APIs where possible; and 4) if you need stronger guarantees, request the author to specify required tooling and to allow configuring the output path and scraping behavior (or to rely only on CrossRef/API-based sources). If you cannot confirm those points, proceed cautiously.
功能分析
Type: OpenClaw Skill
Name: paper-scout
Version: 0.1.0
The paper_scout skill is designed to search and summarize academic research papers from CrossRef and Google Scholar. The instructions in SKILL.md and the metadata in _meta.json align with the stated purpose of generating academic digests and saving them to the user's desktop, with no evidence of malicious intent, data exfiltration, or unauthorized execution.
能力评估
Purpose & Capability
Name and description match the instructions: searching CrossRef and (as a fallback) Google Scholar to build Markdown digests. No unrelated credentials, binaries, or config paths are requested, so the requested capabilities line up with the stated purpose.
Instruction Scope
SKILL.md instructs the agent to query CrossRef, deduplicate/filter results, and save Markdown files to ~/Desktop. It also calls for Google Scholar scraping using 'real-time browser automation' for JS-heavy pages; however it doesn't specify what automation tooling (e.g., puppeteer, selenium) or whether it will use the user's browser/profile. Writing outputs to the user's Desktop is explicit and should be acceptable if expected.
Install Mechanism
No install spec or code files are included (instruction-only). This is low-risk from an install perspective because nothing is written to disk by an installer. Any runtime downloading or automation tooling would be the agent's responsibility, not specified here.
Credentials
The skill declares no required environment variables, credentials, or config paths. That is proportionate to a read-only literature-scouting function. Note: Google Scholar scraping sometimes needs proxies, cookies, or logins in practice; the SKILL.md does not request or justify such secrets.
Persistence & Privilege
always is false and user-invocable is true (normal defaults). The SKILL.md does not request permanent agent-level privileges or changes to other skills or system-wide settings.
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-scout - 安装完成后，直接呼叫该 Skill 的名称或使用
/paper-scout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
v0.1.0
Initial release of paper_scout—search and summarize robotics research papers.
- Searches CrossRef for structured, up-to-date papers; uses Google Scholar for backup.
- Filters results by keywords, top robotics/AI venues, and recency.
- Outputs structured Markdown digests with titles, venues, authors, abstracts, and contributions.
- Deduplicates and consolidates findings from multiple sources.
- Designed for easy, automated literature scouting on recent developments.
元数据
常见问题
Paper Scout 是什么？
Search and summarize research papers in robotics and related fields. Use when asked to find recent papers, digest academic literature, or scout publications... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 307 次。
如何安装 Paper Scout？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install paper-scout」即可一键安装，无需额外配置。
Paper Scout 是免费的吗？
是的，Paper Scout 完全免费（开源免费），可自由下载、安装和使用。
Paper Scout 支持哪些平台？
Paper Scout 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 Scout？
由 wyp（@wyp41）开发并维护，当前版本 v0.1.0。
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