ai4scholar-paper-recommendation

name	ai4scholar-paper-recommendation
description	Use AI4Scholar recommendation tools to find related papers from one or more seed papers, build reading lists, expand a literature map, and discover papers adjacent to a user's theory, method, dataset, or empirical context.

AI4Scholar Paper Recommendation

Use this skill when the user has seed papers and wants targeted related-paper recommendations rather than a broad keyword search.

Core Rules

• Recommendations are candidates, not verified citations.
• Always keep the seed set visible so the recommendation logic can be audited.
• Do not let recommendations drift away from the user's research question.
• Deduplicate recommendations against papers already in the user's library.

Tools From The Source Guide

Tool	Use
get_semantic_recommendations	Recommend papers based on multiple seed papers
get_semantic_recommendations_for_paper	Recommend papers based on a single seed paper
get_semantic_paper_detail	Verify details for recommended papers
get_semantic_citations / get_semantic_references	Combine recommendation with citation network expansion

Recommendation Workflow

1. Ask for or infer the seed papers:
   • DOI,
   • Semantic Scholar ID,
   • arXiv ID,
   • exact title.
2. Classify each seed by role:
   • theory,
   • method,
   • empirical context,
   • dataset,
   • measurement,
   • modeling technique.
3. Run recommendation tools.
4. Deduplicate with current reading list.
5. Screen recommendations for:
   • topic fit,
   • method fit,
   • venue and year,
   • whether it adds something new beyond the seed papers.
6. Return a reading order.

Use Cases

• "I have 5 papers, what should I read next?"
• "Find papers similar to this ERP/EEG experiment."
• "Find BCI deep learning papers near this architecture."
• "Find management/psychology papers using similar scenario experiments."
• "Expand a literature review without changing the research question."

Output Template

Seed papers:
Recommendation tool:

Recommended papers:
| Priority | Title | Authors | Year | Venue | DOI/ID | Why recommended | What to read for |

Not selected:
| Title | Reason |

Reading order:

Beginner Prompt

Use AI4Scholar to recommend follow-up readings from the following seed papers.
Do not rely only on keywords; explain the recommendation by theory, method, data, and research context.
Return priority, DOI/ID, reading purpose, and verification status.

Quality Checks

• If the seed paper is too broad, ask for the user's target angle.
• If recommendations are mostly irrelevant, switch to ai4scholar-paper-search with narrower queries.
• If the user needs a complete literature map, combine this skill with ai4scholar-citation-network.