What problem does it solve? Writing a Related Work section requires synthesizing many papers into coherent thematic groups with accurate citations, which is time-consuming and error-prone when done manually from scattered notes. ## Core Features & Use Cases - Thematic Grouping: Groups papers by research direction (3-8 papers per group) rather than listing them one by one, with each group ending in a positioning statement relative to your work. - Dual Output Formats: Produces LaTeX output with \cite{key} citations and fetched BibTeX entries, or Markdown with wikilink citations for wiki archiving. - Citation Verification: Fetches BibTeX from DBLP, CrossRef, and Semantic Scholar, marking unverified entries as [UNCONFIRMED] instead of fabricating references. - Use Case: After ingesting 20 papers into your research wiki, run the survey skill with your research question to get a polished, de-AI-checked Related Work section ready to paste into your paper draft. ## Quick Start Ask the assistant to generate a Related Work section on parameter-efficient fine-tuning for LLMs in LaTeX format using the papers already in the wiki.
