lit-synthesizer
Search PubMed and bioRxiv, summarise papers with LLM, build citation graphs, and generate literature review sections.
Search PubMed and bioRxiv, summarise papers with LLM, build citation graphs, and generate literature review sections.
Search PubMed for a gene name or disease term and generate a structured research briefing of the top recent English-language papers.
Semantic search across UK Biobank's 12,000+ data fields and publications — find the right variables for your research question.
Search academic literature and generate research hypotheses
Search the web using MiniMax web_search tool for real-time information, news, and facts.
Guidelines for writing well-structured, cited research reports
Best practices for systematic research, source evaluation, and evidence gathering
Methodical research assistant for exhaustive investigations through systematic research cycles. Best for literature reviews, competitive analysis, trend reports, and comprehensive topic exploration.
Academic writing expert specializing in scholarly papers, literature reviews, research methodology, and thesis writing with strict academic standards.
Concrete citation format templates for 6 major academic styles: APA 7th, IEEE, Harvard, MLA 9th, Chicago 17th, and GB/T 7714-2015. Provides copy-paste-ready patterns with field placeholders for journal articles, books, conference papers, and more.
Standard operating procedure for academic literature search. Covers local library search, 18 academic database APIs (L1), web_fetch direct access (L1.5), browser RPA for CNKI/Google Scholar (L2), and optional API services (L3). Includes domain routing, recency protocol, search iteration protocol (evaluate → refine → re-search up to 3 rounds), and Zotero/EndNote import bridges.
Access Wentor platform academic services — paper Q&A search, structured paper search, and AI figure generation. Requires a Wentor API token.
Expert web researcher using advanced search techniques and synthesis. Masters search operators, result filtering, and multi-source verification. Handles competitive analysis and fact-checking. Use PROACTIVELY for deep research, information gathering, or trend analysis.
Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response processes.
Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines. Use PROACTIVELY for content review.
Use when working with comprehensive review full review
Use when writing literature review sections - guides searching, organizing, and synthesizing academic sources
Use before submission or when reviewing papers - provides evaluation checklists, bias detection, and self-review templates
Use when writing law papers - provides legal writing conventions, citation formats, and argumentation guidance
Guide for writing ast-grep rules to perform structural code search and analysis. Use when users need to search codebases using Abstract Syntax Tree (AST) patterns, find specific code structures, or perform complex code queries that go beyond simple text search. This skill should be used when users ask to search for code patterns, find specific language constructs, or locate code with particular structural characteristics.
Performs comprehensive, multi-layered research on any topic with structured analysis and synthesis of information from multiple sources.
This skill should be used when user asks to "search the web", "fetch content from URL", "extract page content", "use Tavily search", "scrape this website", "get information from this link", or "web search for X".