prior-art-search

Search patent databases and academic repositories to identify relevant prior art.

2|Updated Aug 12, 2025
One-click install
npx skills add https://github.com/goupup-ai/miccai25 --skill prior-art-search-goupup-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prior-art-search
Source: https://github.com/goupup-ai/miccai25/tree/main/ARIS/skills/prior-art-search
Command: npx skills add https://github.com/goupup-ai/miccai25 --skill prior-art-search-goupup-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

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.

Frequently Asked Questions about prior-art-search

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find prior art for a patent application across multiple databases?

This Skill automates prior art searches across global patent databases and academic literature repositories like Google Patents, Espacenet, Google Scholar, and arXiv to identify relevant patents and literature for your invention.

What is a freedom-to-operate assessment and how does literature search support it?

A freedom-to-operate assessment evaluates overlap risk for intellectual property due diligence. This Skill classifies found references by relevance and outputs structured reports with preliminary infringement assessments to support it.

Can I use this for patent search and academic literature search in any technical domain?

Yes, you can use this Skill for patent search and academic literature search across all technical domains. It queries global databases and categorizes references by relationship to the invention, such as anticipating or background.

How do I prepare a structured prior art report for intellectual property due diligence?

To prepare a structured prior art report, provide an invention brief and this Skill will generate a standardized document featuring search strategies, reference tables categorized by overlap risk, and preliminary freedom-to-operate assessments.

What is the best way to classify prior art references by infringement risk?

The best way to classify prior art references is by overlap risk and relationship to the invention. This Skill categorizes findings into high, medium, or low risk, and anticipating, relevant, or background relationships.

Does prior art search work with non-patent literature like arXiv and Google Scholar?

Yes, prior art search works with non-patent literature by querying academic repositories like Google Scholar and arXiv alongside global patent databases to ensure comprehensive coverage for your intellectual property due diligence.