literature-search-workflowStandardized literature search workflow integrating tavily-search, pubmed-database, bgpt-paper-search, openalex-database and other academic search skills. Pr...
Install via ClawdBot CLI:
clawdbot install earthwalking/literature-search-workflowGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://pmc.ncbi.nlm.nih.gov/articles/PMC4107280/Uses known external API (expected, informational)
api.tavily.comAudited Apr 16, 2026 · audit v1.0
Generated Mar 20, 2026
Researchers and students use this skill to find peer-reviewed academic papers on specific topics, such as validating psychological scales. It integrates multiple databases like PubMed and OpenAlex to ensure comprehensive coverage and provides structured outputs including DOIs and BibTeX citations for easy reference management.
Psychologists and healthcare professionals utilize the skill to locate validation studies for assessment tools, such as happiness scales. It focuses on retrieving relevant literature from specialized sources, aiding in evidence-based practice and tool development with detailed reports on psychometric properties.
Authors and analysts employ this skill to gather a large set of review articles, such as on AI in psychology, for synthesizing existing knowledge. It supports high-volume searches with up to 50 results, streamlining the process of creating comprehensive reviews or meta-analyses with sorted and deduplicated outputs.
Methodologists and educators use the skill to find resources on experimental designs and research methods. It leverages specialized engines like research-lookup to provide curated lists of methodological tools and guidelines, supporting curriculum development and research planning in academic settings.
Offer basic usage with free API tiers (e.g., Tavily's 1000 searches/month) and charge for premium features like increased search limits, advanced analytics, or priority support. This model targets individual researchers and small teams, generating revenue through subscription upgrades.
Sell site-wide licenses to universities, hospitals, or corporations, providing unlimited access to all integrated search engines and custom workflows. This includes dedicated support and integration with institutional systems, catering to large organizations with high-volume research needs.
Charge users based on the number of searches or data retrieved, particularly for high-demand scenarios like scale validation or methodology searches. This model appeals to occasional users or projects with specific, intensive requirements, with revenue generated from transaction fees.
💬 Integration Tip
Ensure API keys for required services like Tavily are configured, and install optional skills like pubmed-database for enhanced functionality based on user needs.
Scored Apr 19, 2026
Find and compile academic literature with citation lists across Google Scholar, PubMed, arXiv, IEEE, ACM, Semantic Scholar, Scopus, and Web of Science. Use for requests like “find related literature,” “related work,” “citation list,” or “key papers on a topic.”
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Tool for manual per-paper ArXiv paper processing: batch/source/pdf download then model-driven full-text reading and summary.md writing in chosen language.