LigphiDonk Research Literature Trace
Use this skill for literature collection, screening, and source tracing.
Goals
- collect traceable papers and canonical links
- identify representative baselines and gaps
- write reusable notes into the survey-stage workspace
Working Rules
- Prefer official publisher pages, DOI resolvers, conference proceedings, or trusted indexes.
- Keep claims tied to an explicit source path or URL.
- Record short screening notes rather than long prose.
- Mark uncertainty explicitly when a source cannot be verified.
- Each paper entry in
paper_bank.jsonMUST include aurlfield pointing to the real paper page (prefer DOI linkhttps://doi.org/...; fallback to Semantic Scholar, arXiv, or publisher page). Never leaveurlempty. - The
authorsfield inpaper_bank.jsonMUST be an array of strings (e.g.["Alice", "Bob"]), never a single string like"TBD". - For every markdown artifact (e.g.
domain_map.md), generate both a Chinese version (domain_map.zh.md) and an English version (domain_map.en.md) alongside the main file.
Expected Outputs
- literature shortlist with URLs
- screening notes
- gap summary for ideation