Literature Reviewv1.0.0

A graduate student or postdoc needs to survey dozens of papers on a niche topic like gut microbiome interactions. They use the skill to query all four sources at once, deduplicate by DOI, and organize abstracts thematically before drafting the review narrative.

A research lab preparing an NIH or NSF grant needs a concise literature background citing authoritative biomedical sources. The skill pulls PubMed abstracts with PMIDs, letting the writer quickly synthesize prior work with accurate citations.

A biotech content team drafts white papers or regulatory dossiers on a compound's efficacy. They use multi-source search and S2 detailed metadata to verify findings, citation counts, and DOIs before including claims in client-facing documents.

A science writer or podcast producer needs to understand a topic's evidence base quickly without reading paywalled papers. The skill gathers abstracts from OpenAlex and Semantic Scholar, allowing them to build a sourced overview with credible citations.

Students writing term papers or dissertations use the skill to find key papers on a topic, compare sources, and draft literature review chapters with proper DOI-based citations, reducing the risk of fabricated references.

Offer tiered subscription plans that wrap the multi-source search and synthesis capabilities into a hosted API with higher rate limits and premium sources. Customers pay monthly for query volume and access to enhanced features like automated review drafting.

License the skill package as part of a university library's research toolset, integrating with their discovery systems and student portals. Institutions pay annual fees based on student and faculty headcount.

Provide free basic multi-source search and citation retrieval to individual users, while charging for advanced AI-driven review drafting, theme grouping, and export to reference managers. Upsell via usage credits or premium tiers.