{"enrichment":{"faq":[{"a":"Paper Search queries OpenAlex and AnySearch in parallel to locate research papers matching your query. The skill cross-validates results by DOI and title similarity to surface the most relevant matches, then ranks them by query coverage and relevance while preserving source attribution for verification.","q":"How does Paper Search find research papers?"},{"a":"Yes. Paper Search lets you search academic literature by keywords or topics. It queries multiple sources simultaneously and returns ranked results based on how well they match your search terms, making it easy to discover papers relevant to your specific research area.","q":"Can I search academic papers by keywords or topics?"},{"a":"Paper Search accesses OpenAlex and AnySearch to locate scholarly articles and research documents. By querying both sources in parallel and cross-validating results, Paper Search ensures comprehensive coverage and helps you find papers fast with reliable source attribution.","q":"What sources does Paper Search use to find scholarly articles?"},{"a":"Paper Search ranks results by query coverage and relevance after cross-validating matches by DOI and title similarity. This dual validation approach helps filter out duplicates and ensures the most accurate, relevant papers appear at the top of your results.","q":"How does Paper Search rank and validate its results?"},{"a":"Absolutely. Paper Search is designed to help you discover papers relevant to any specific research area. Enter your topic or keywords, and the skill searches academic literature across multiple sources, returning ranked results with source attribution so you can verify and access the papers you need.","q":"Can I use Paper Search to locate academic papers on a specific topic?"}],"shadow_tags":["academic-discovery","research-retrieval","scholarly-lookup","document-finder","literature-exploration"],"summary_rewrite":"Paper Search queries OpenAlex and AnySearch in parallel to find research papers, then cross-validates results by DOI and title similarity to surface the most relevant matches. Results are ranked by query coverage and relevance, with source attribution preserved for verification."},"gist":{"api_url":"https://skillfed.io/api/skills/XiaoMaColtAI/math-modeling-skill/paper_search.json","as_of":"2026-07-25","description":"Paper Search finds research papers by searching OpenAlex and AnySearch simultaneously and cross-matching.","install":{"manual":["git clone https://github.com/XiaoMaColtAI/math-modeling-skill","cp -r math-modeling-skill ~/.claude/skills/paper_search"],"primary":"npx skillfed install XiaoMaColtAI/math-modeling-skill/paper_search","version":"7a7ea79f"},"kind":"skill","mirror_url":"https://skillfed.io/XiaoMaColtAI/math-modeling-skill/paper_search.md","similar":[{"id":"XiaoMaColtAI/math-modeling-skill/math-modeling-skill","name":"Math Modeling Skill","publisher":"XiaoMaColtAI/math-modeling-skill","url":"https://skillfed.io/XiaoMaColtAI/math-modeling-skill/math-modeling-skill"},{"id":"XiaoMaColtAI/math-modeling-skill/\u8bba\u6587\u624b","name":"\u8bba\u6587\u624b","publisher":"XiaoMaColtAI/math-modeling-skill","url":"https://skillfed.io/XiaoMaColtAI/math-modeling-skill/\u8bba\u6587\u624b"},{"id":"XiaoMaColtAI/math-modeling-skill/xlsx","name":"Xlsx","publisher":"XiaoMaColtAI/math-modeling-skill","url":"https://skillfed.io/XiaoMaColtAI/math-modeling-skill/xlsx"},{"id":"XiaoMaColtAI/math-modeling-skill/latex","name":"Latex","publisher":"XiaoMaColtAI/math-modeling-skill","url":"https://skillfed.io/XiaoMaColtAI/math-modeling-skill/latex"},{"id":"XiaoMaColtAI/math-modeling-skill/docx","name":"Docx","publisher":"XiaoMaColtAI/math-modeling-skill","url":"https://skillfed.io/XiaoMaColtAI/math-modeling-skill/docx"}],"title":"Paper Search by XiaoMaColtAI: Find and access research papers and academic publications \u2014 SkillFed","use":{"when":["Yes.","Paper Search accesses OpenAlex and AnySearch to locate scholarly articles and research documents."]},"what":{"lead":"Paper Search finds research papers by searching OpenAlex and AnySearch simultaneously and cross-matching results.","rest":"Paper Search queries OpenAlex and AnySearch in parallel to find research papers, then cross-validates results by DOI and title similarity to surface the most relevant matches. 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