Paper Summary
v1.0.0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。
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by@ray1012
MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
OpenClaw
Benign
high confidencePurpose & 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.
Assessment
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.Like a lobster shell, security has layers — review code before you run it.
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License
MIT-0
Free to use, modify, and redistribute. No attribution required.