Academic paper reading, summarizing, polished method diagrams drawing SKILLv1.1.0

A research lab uses the skill to automatically generate structured, critical summaries of new papers. Team members paste arXiv links or PDFs, and the skill produces a reviewer-quality report with metadata, contributions, and limitations.

A corporate R&D team monitors competitor publications by feeding paper content into the skill. It extracts key methods and innovations, providing a rapid, unbiased analysis to inform strategic decisions.

A PhD student uses the diagram generation feature to create publication-quality architecture diagrams for their paper. By passing --draw-structure, they get an SVG diagram ready for slides or posters.

A faculty member writing a grant proposal uses the skill to analyze multiple papers. The structured reports help quickly identify gaps and strengths, strengthening the proposal's background section.

A journal club organizer uses the skill to prep for meetings. The report's critique and epistemic tags spark discussion about rigor and reproducibility, improving the quality of group analysis.

Offer tiered monthly/ yearly subscriptions to universities, research labs, and corporate R&D departments. Features include bulk analysis, custom diagram styles, and integration with reference managers.

Provide a REST API for developers to embed paper analysis into their own tools (e.g., literature management platforms, preprint servers). Charge per analysis or per user with a prepaid credits system.

Offer basic text analysis for free, with premium features like unlimited diagrams, custom themes, and high-resolution exports as paid add-ons. Attract individual researchers and upsell.