paper-summary-scripteddownload arxiv paper pdfs or accept local paper files with a preprocessing script, then extract text, clean text, and generate a summary version, detailed ve...
Install via ClawdBot CLI:
clawdbot install crw0149/paper-summary-scriptedGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
http://schemas.openxmlformats.org/wordprocessingml/2006/mainUses known external API (expected, informational)
arxiv.orgAudited Apr 21, 2026 · audit v1.0
Generated Jul 29, 2026
Researchers systematically summarize multiple arXiv papers on a topic. The skill downloads PDFs, cleans text, and generates structured summaries in the user's language, saving time on manual reading.
Company R&D teams track latest research in fields like AI or materials science. The deterministic preprocessing ensures reliable PDF extraction, and the four-stage output helps evaluate relevance quickly.
PhD students preparing for literature surveys or thesis writing use the skill to get summary, detailed analysis, and contributions of papers. The quality judgment stage helps identify weaknesses in generated summaries.
Researchers compiling related work for grant proposals use the skill to extract contributions and method details from papers, ensuring accurate citation and understanding of prior work.
Non-native English speakers reading English papers request summaries in their language. The skill preserves language and provides structured output, aiding comprehension without machine translation errors.
Provide the skill as a cloud API with tiered pricing based on number of papers processed per month. Targets universities and corporate R&D departments.
Package the skill into a desktop or web application sold as part of a research productivity suite. Includes local script execution and offline processing.
Deploy the skill on-premise for enterprises handling sensitive research data. Includes customization of prompts and output templates for specific domains.
💬 Integration Tip
Install Python and required dependencies (e.g., PyPDF2, pdfminer.six) for the preprocessing script. Ensure the script path in the skill configuration matches the deployed environment.
Scored Jul 7, 2026
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Refine academic writing for computer science research papers targeting top-tier venues (NeurIPS, ICLR, ICML, AAAI, IJCAI, ACL, EMNLP, NAACL, CVPR, WWW, KDD, SIGIR, CIKM, and similar). Use this skill whenever a user asks to improve, polish, refine, edit, or proofread academic or research writing — including paper drafts, abstracts, introductions, related work sections, methodology descriptions, experiment write-ups, or conclusion sections. Also trigger when users paste LaTeX content and ask for writing help, mention "camera-ready", "rebuttal", "paper revision", or reference any academic venue or conference. This skill handles both full paper refinement and section-by-section editing.