What problem does it solve?
Conducting a literature review requires manually searching across scattered sources—your Zotero library, Obsidian notes, local PDF folders, and online databases—then deduplicating and synthesizing everything into a coherent summary. This Skill automates that entire multi-source search and synthesis workflow.
Core Features & Use Cases
- Multi-Source Search: Queries Zotero (via MCP), Obsidian vaults, local PDF libraries, web search, arXiv API, and Semantic Scholar API in priority order, with graceful fallback when a source is unavailable.
- Structured Synthesis: Groups papers by theme, identifies consensus and research gaps, and outputs a literature table with citations, venues, methods, and relevance assessments.
- Optional PDF Download & Wiki Integration: Can download top arXiv PDFs to your library and ingest findings into a research wiki with structured paper pages and relationship edges.
- Use Case: Ask for a literature review on "diffusion models for wireless channel estimation" and receive a deduplicated table of papers from your Zotero annotations, local PDFs, and the latest arXiv preprints, plus a narrative summary of the research landscape.
Quick Start
Ask the assistant to find papers and write a literature review on your research topic, optionally restricting sources with a directive like sources: zotero, web.