research-matrix-builderBuild literature matrices from papers, notes, and abstracts to compare methods, data, findings, and research gaps.
Install via ClawdBot CLI:
clawdbot install 52YuanChangXing/research-matrix-builderGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
A graduate student uses the skill to organize research papers for their thesis literature review. They input paper abstracts and notes, specify matrix dimensions like methods and findings, and receive a structured CSV matrix and gap summary to identify research gaps efficiently.
A tech company's R&D team employs the skill to compare competitor research papers and patents. By extracting methods, data, and results into a matrix, they analyze trends and identify innovation opportunities, supporting strategic planning and product development.
Medical researchers use the skill to synthesize clinical study abstracts for a systematic review. It helps cluster similar methods and contradictory findings, generating a matrix and thematic clusters to streamline the review process and highlight evidence gaps.
A market analyst applies the skill to organize industry reports and notes into a comparative matrix. By focusing on dimensions like data sources and findings, it aids in creating structured outlines and gap summaries for comprehensive market insights.
Offer the skill as part of a cloud-based platform where research teams pay a monthly fee for access. It includes automated matrix generation, collaboration features, and integration with academic databases, targeting universities and corporate R&D departments.
Provide a free basic version for individual users with limited features, and a paid premium tier offering advanced clustering, export options, and priority support. Monetize through upgrades and one-time purchases for additional resources.
Sell customized implementations of the skill for specific industries, such as healthcare or finance, including tailored schemas and integration with existing workflows. Revenue comes from project-based fees and ongoing maintenance contracts.
💬 Integration Tip
Integrate with reference management tools like Zotero or Mendeley to streamline paper input, and use the bundled script locally for data security in sensitive research environments.
Scored Apr 19, 2026
Search and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArXiv, or a daily summary of AI papers.
Assistance with writing literature reviews by searching for academic sources via Semantic Scholar, OpenAlex, Crossref and PubMed APIs. Use when the user needs to find papers on a topic, get details for specific DOIs, or draft sections of a literature review with proper citations.
Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.
Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers.
Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to "find papers on", "search research about", "download academic articles", "get citations for", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub.ai.
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.”