Skill UI

Conduct comprehensive, systematic literature reviews across biomedical, scientific, and technical domains. This skill facilitates meta-analyses, scoping reviews, and research syntheses by searching multiple academic databases (e.g., PubMed, arXiv). It generates professionally formatted reports (Markdown/PDF) with verified citations and mandates the inclusion of AI-generated scientific schematics (e.g., PRISMA flow diagrams). Ideal for academic research and thesis writing.

Access and query 10 major academic paper databases (including PubMed, arXiv, OpenAlex, Crossref, etc.) via REST APIs. This tool facilitates comprehensive scholarly literature searches, allowing users to find abstracts, check citation details (DOI/PMID), track open access status, retrieve preprints, and analyze citation graphs across diverse fields like biomedicine and physics.

An all-in-one toolkit for deep web research, encompassing web search, content extraction, data enrichment, and multi-source deep reporting. It specializes in academic and scientific sources, prioritizing peer-reviewed papers, preprints, and scholarly databases. Use this skill for comprehensive investigations, literature reviews, or structured data collection from the web.

Provides a systematic guide for diagnosing and improving poor search quality in vector databases like Qdrant. This guide covers troubleshooting issues such as low recall, when approximate search degrades, selecting optimal embedding models, and correctly tuning HNSW parameters, quantization, and filtering strategies. Essential for optimizing RAG and semantic search pipelines.

This skill performs a structured Systematic Literature Review (SLR) by analyzing multiple academic papers on a given topic. It searches academic databases (like arXiv), extracts structured metadata (research questions, methodologies, key findings, limitations) from the entire set of papers, and synthesizes overarching themes and research trends. It is ideal for creating comprehensive literature surveys, annotated bibliographies, and cross-paper comparisons, outputting reports in professional citation formats like APA, IEEE, or BibTeX.