- Read the user's title/abstract. List its 2–4 core ideas (threat model, method, setting, evaluation).
- Use the
aisafety-paper-scoutdata sources: map each idea to direction slugs (aisafetyhot_get_topics), fetchdaily-papers/topics/<slug>.jsonfromhttps://raw.githubusercontent.com/wuyoscar/AISafetyHot-Hub/main/, and keep papers whosetitleorlinematches the ideas. - Group the kept papers into 2–4 lines of work. For each group write one paragraph: what the line does, the representative papers (cite as [n]), and how the user's work differs — state the difference only from what the user told you.
- End with the numbered reference list and BibTeX (arXiv:
@miscwitheprint; conference:@inproceedingswith venue and year). No invented authors, venues or results; say "per the paper's one-line summary" where you only haveline. - Tell the user which directions had few matches so they can search elsewhere.
About this skill
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