Semantic Scholarv1.0.3

Researchers and PhD students use the skill to rapidly gather, filter, and summarize relevant papers across a subject area. They can search by relevance, retrieve citations and references, and use paper recommendations to map the research landscape quickly.

R&D teams and product strategists track emerging methods, benchmarks, and patents by monitoring papers that cite or are referenced by key publications. They use author and citation endpoints to identify rising researchers, institutions, and technology trends.

Medical affairs and regulatory teams continuously scan new publications on drug safety, efficacy, and trial outcomes. The skill enables bulk searches and snippet retrieval to surface relevant evidence for safety reviews and regulatory submissions.

Developers embed the skill into a conversational agent or IDE assistant to answer questions like 'find recent papers on graph neural networks' and summarize abstracts. The agent can chain search, match title, and get-paper-details calls to produce grounded, citation-backed responses.

Grant officers and research administrators evaluate applicants' publication records by retrieving an author's papers, citation counts, and co-author networks. This supports objective scoring and due diligence during funding decisions.

Offer a free tier with basic search and limited API calls, and a paid subscription for bulk exports, advanced filters, and team collaboration. The skill's search, bulk search, and recommendation endpoints form the core value proposition for both tiers.

Sell integration packages that embed Semantic Scholar data into clients' existing research or CRM systems. Revenue is generated through implementation projects, customized workflows, and ongoing support contracts using the skill's connector actions.

Build a proprietary analytics product that aggregates Semantic Scholar papers, citations, and author metrics into visual dashboards for institutional subscribers. The skill supplies the raw retrieval actions, while the business layers visualization, alerting, and benchmarking on top.