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Install in OpenClaw
/install paper-summary
Description
用于总结学术论文和研究文章。当用户提供 PDF 文件、论文链接或上传论文内容时自动触发。适用于研究论文、学术文章、技术报告等的阅读理解与内容提炼。触发短语：总结论文、论文摘要、阅读报告、文章总结、帮我理解这篇论文。
Usage Guidance
This skill appears to do what it claims: summarize papers the user supplies. Before installing or using it, consider: (1) The skill relies on helper extraction functions (extract_pdfs_full_content / extract_pdfs_key_info) — confirm your platform provides these or the skill may fail. (2) Only upload or point to PDFs/paths you are comfortable sharing — the agent will read any local path or fetch any URL you provide. Do not supply confidential documents unless you trust the execution environment. (3) Treat generated summaries as assistant output that can contain errors or omissions; verify important technical claims against the original paper. (4) If you need guarantees about privacy or network access (e.g., disallowing remote fetches), check platform policies or the agent's runtime settings before using the skill.
Capability Analysis
Type: OpenClaw Skill
Name: paper-summary
Version: 1.0.0
The skill bundle is designed for summarizing academic papers and research articles. The SKILL.md file provides structured instructions for an AI agent to extract content from PDFs or URLs using internal tools (extract_pdfs_full_content) and generate a comprehensive summary report. There are no indicators of malicious intent, data exfiltration, or suspicious command execution.
Capability Assessment
Purpose & Capability
The name/description (paper summarization) matches the runtime instructions: extracting PDF/text or following a URL and producing structured summaries. No unrelated binaries, env vars, or config paths are requested.
Instruction Scope
Instructions stay within the stated purpose (extract content and generate structured summaries). Two points to note: (1) the SKILL.md references helper functions extract_pdfs_full_content and extract_pdfs_key_info but does not define them — the skill assumes platform-provided extraction capabilities; if those helpers are absent the skill will fail. (2) It accepts 'local path' and URL inputs and implicitly may fetch remote URLs or read files at user-specified paths — this is reasonable for a summarizer but means the agent will access any file or URL the user provides, so users should avoid supplying sensitive files or paths.
Install Mechanism
No install spec and no code files are present (instruction-only). This is low-risk: nothing will be downloaded or written to disk during install.
Credentials
The skill requests no environment variables, credentials, or config paths. That is proportionate for a content-processing skill.
Persistence & Privilege
The skill is not marked always:true and does not request elevated or persistent privileges. It does not attempt to modify other skills or system-wide settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install paper-summary - After installation, invoke the skill by name or use
/paper-summary - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of "paper-summary" skill.
- Automatically summarizes academic papers from PDF uploads, URLs, or pasted text.
- Extracts and structures key information: title, authors, background, methods, findings, contributions, limitations, and outlook.
- Generates a modular summary: one-line overview, keywords, detailed analysis, takeaways, and recommended audience.
- Ideal for screening, cross-field understanding, literature reviews, and academic presentations.
Metadata
Frequently Asked Questions
What is Paper Summary?
用于总结学术论文和研究文章。当用户提供 PDF 文件、论文链接或上传论文内容时自动触发。适用于研究论文、学术文章、技术报告等的阅读理解与内容提炼。触发短语：总结论文、论文摘要、阅读报告、文章总结、帮我理解这篇论文。 It is an AI Agent Skill for Claude Code / OpenClaw, with 471 downloads so far.
How do I install Paper Summary?
Run "/install paper-summary" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Paper Summary free?
Yes, Paper Summary is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Paper Summary support?
Paper Summary is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Paper Summary?
It is built and maintained by Ray1012 (@ray1012); the current version is v1.0.0.
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