القائمة
Use when the user wants to query Semantic Scholar for paper metadata, citations, references, author profiles, or semantic literature search results.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Use when the user wants to monitor arXiv for new papers by topic or author and produce a ranked digest of relevant preprints.
Use when the user wants to identify open research gaps, unresolved questions, or methodological blind spots across a literature corpus.
Use when the user wants to draft or revise a paper, conference, or journal abstract for a specific audience, structure, or word limit.
Use when the user wants to generate citation-aware manuscript sections or full research drafts grounded in the team's literature base.
Use when the user wants to draft concise conference rebuttals under response-period constraints and prioritize which reviewer concerns to address.
Use when the user wants to draft structured responses to peer review comments, supported by evidence and relevant literature.
| name | semantic-scholar |
| description | Use when the user wants to query Semantic Scholar for paper metadata, citations, references, author profiles, or semantic literature search results. |
Queries the Semantic Scholar Academic Graph API for paper metadata, citations, references, author profiles, and semantic search. High-coverage index of 200M+ papers across all scientific fields with structured, machine-readable data.
s2.search(
query="few-shot learning protein structure prediction",
fields=["title", "authors", "year", "citationCount", "tldr"],
limit=20
)
s2.get_citations(
paper_id="arXiv:1706.03762",
fields=["title", "year", "authors"],
limit=50
)
s2.get_author(
name="Yoshua Bengio",
fields=["hIndex", "citationCount", "papers"]
)
s2.batch_lookup(
ids=["DOI:10.1038/...", "DOI:10.1101/..."],
fields=["title", "abstract", "tldr", "openAccessPdf"]
)
Returns structured JSON with paper metadata. TLDRs are available for most papers published after 2018. OpenAccessPdf field provides direct PDF URL when available.
related_work_scout for metadata, citations, and reference chasing