prior-art-search

Search patent databases and academic literature for prior art references.

Updated Jul 6, 2026
One-click install
npx skills add https://github.com/caw111/2026-SoftwareCup --skill prior-art-search-caw111
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prior-art-search
Source: https://github.com/caw111/2026-SoftwareCup/tree/main/.agents/skills/prior-art-search
Command: npx skills add https://github.com/caw111/2026-SoftwareCup --skill prior-art-search-caw111

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill streamlines the process of searching for prior art in patent databases and academic literature, saving time and ensuring comprehensive coverage.

Core Features & Use Cases

  • Patent Database Search: Utilizes Google Patents and Espacenet to find relevant patents.
  • Academic Literature Search: Searches Google Scholar, arXiv, and Semantic Scholar for academic papers.
  • Classification and Analysis: Categorizes and analyzes found references for relevance and overlap risk.
  • Freedom-to-Operate Assessment: Provides a preliminary assessment of potential infringement risks.
  • Use Case: When a researcher needs to understand the existing landscape of an invention before proceeding with a new project.

Quick Start

Run the 'prior-art-search' skill with the description of the invention: 'Search for prior art related to a new invention in the field of AI.'

Frequently Asked Questions about prior-art-search

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

FAQPage Schema
How do I search for prior art and academic literature for a new invention?

To search for prior art, you need to retrieve patents and academic papers. This skill queries Google Patents, Espacenet, Google Scholar, arXiv, and Semantic Scholar to identify existing technical solutions matching your invention description.

What is a preliminary freedom-to-operate analysis for invention risk?

A freedom-to-operate analysis assesses potential infringement risks for an invention. This skill categorizes retrieved prior art references by relevance and overlap risk to provide a preliminary assessment of whether your new project might face legal barriers.

Can I use this to find academic papers on arXiv and Semantic Scholar?

Yes, you can find academic papers on arXiv and Semantic Scholar. The academic literature search feature specifically targets these platforms alongside Google Scholar to ensure comprehensive coverage of existing research relevant to your invention.

What is the best way to assess patent infringement risk before starting a project?

The best way to assess patent infringement risk is to search patent databases for similar technical solutions. This skill utilizes Google Patents and Espacenet to find relevant patents, categorizes them by overlap risk, and delivers a preliminary freedom-to-operate assessment.

Do I need a detailed technical description to run a patent search?

You need to provide a description of the invention to run a patent search. Supplying a clear technical summary of your new project allows the skill to effectively retrieve relevant prior art and accurately assess overlap risk with existing literature.