research-prior-art

Identify and catalog prior art, including academic papers, CVEs, tools, talks, and code repositories, with metadata and relevance ratings into prior-art.md.

15|Updated Mar 4, 2026
One-click install
npx skills add https://github.com/v0lka/skills --skill research-prior-art
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-prior-art
Source: https://github.com/v0lka/skills/tree/main/engineering/research-prior-art
Command: npx skills add https://github.com/v0lka/skills --skill research-prior-art

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Prior-art search and cataloging to inform research decisions and avoid reinventing the wheel.

Core Features & Use Cases

  • Discovery & Annotation: Find academic papers, CVEs, tools, talks, and code repositories and attach concise annotations.
  • Catalog Maintenance: Maintain a prioritized prior-art.md catalog with relevance assessments to guide follow-up work.
  • Use Case: When starting a new project, scan the landscape to surface key prior-art items and track their relevance over time.

Quick Start

Run a prior-art sweep for the current research brief and append annotated entries to the catalog.

Frequently Asked Questions about research-prior-art

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

FAQPage Schema
How do I catalog prior art for a research project to avoid reinventing the wheel?

To catalog prior art for a research project, identify and annotate relevant academic papers, CVEs, tools, talks, and source code repositories, then store them in a prioritized prior-art.md file with relevance ratings to guide iterative decisions.

What is prior art search and when do I need to scan the research landscape?

Prior art search is the process of discovering and assessing existing academic papers, security tools, and CVEs. You need to scan the landscape during the exploration phase of a new project to inform decisions and track relevance over time.

How do I find and annotate relevant CVEs and academic papers for my research brief?

You can find and annotate relevant CVEs and academic papers by running a prior-art sweep against your research brief, appending concise annotations and metadata for each discovered item to assess its relevance to your project.

Can I maintain a literature review catalog with relevance assessments in markdown?

Yes, you can maintain a literature review catalog by storing annotated entries in a prior-art.md file. This file includes metadata and relevance ratings to support iterative decision making and track the relevance of academic papers over time.

Does this approach work for cataloging security tools and source code repositories alongside academic papers?

Yes, cataloging security tools and source code repositories works alongside academic papers. The process surfaces diverse prior-art items during the exploration phase, allowing you to attach concise annotations and assess their relevance in a unified markdown catalog.