What problem does it solve?
This Skill eliminates the hours of manual work required to search scattered patent databases and academic literature for relevant prior art, a critical step for patent filing, freedom-to-operate assessments, and avoiding intellectual property infringement.
Core Features & Use Cases
- Multi-Database Search: Queries Google Patents, Espacenet, Google Scholar, and arXiv for both patent and non-patent prior art.
- Relevance Classification: Categorizes found references by overlap risk (high/medium/low) and relationship to the invention (anticipating, relevant, background).
- Structured Report Generation: Compiles all findings into a standardized prior art report with search strategy, reference tables, and preliminary freedom-to-operate assessment.
- Use Case: If you are preparing a patent application for a new vertebrae segmentation AI model, use this Skill to quickly identify existing patents and papers that could impact your application's novelty.
Quick Start
Use the prior-art-search skill to find prior art for the invention described in your INVENTION_BRIEF.md file.