Extract core motivations, methods, and results from research papers with citations.
npx skills add https://github.com/jssfy/k-skills --skill analyze-paper-jssfy
Please help me install this Agent Skill. Skill: analyze-paper Source: https://github.com/jssfy/k-skills/tree/main/skills/learning/analyze-paper Command: npx skills add https://github.com/jssfy/k-skills --skill analyze-paper-jssfy
This Skill enables researchers to transform a research paper into a structured, analysis-ready note by extracting motivations, methods, experiments, and implications directly from the primary sources and validated references.
Provide a paper URL or title to generate a structured, citation-backed analytic report.
High-intent search queries and answers about installing and using this skill.
Academic paper analysis automates extraction by using parallel agents to identify core motivations and methods, building a comprehensive research picture from primary sources and validated references.
Evidence traceability links every quantitative claim to exact sections, figures, or tables in the paper, ensuring every numeric assertion is traceable to primary L1/L2 sources.
Generating structured notes involves orchestrating a Phase 0–2 workflow that produces cross-cutting sections for motivation, method, experiments, limitations, and an issues map for future work.
Providing a paper URL or title initiates parallel data collection from primary sources and literature, producing a structured, citation-backed analytic report.
Cross-cutting analysis generates limitations sections and an issues map for future work by verifying claims against primary sources and validated literature.
Limitations include dependency on accessible primary sources and validated references for cross-validation, as every numeric assertion requires exact section and figure citations for traceability.
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