paper-scanner

What problem does it solve?

This Skill automates the discovery, evaluation, and prioritization of academic and technical papers so research teams can rapidly identify work that is actionable for JARVIS/AION.

Core Features & Use Cases

• Automated Source Scanning: Periodically crawls arXiv categories, conference proceedings, tech blogs, and industry reports to surface new research.
• Filtering, Scoring & Grading: Rates relevance to JARVIS priorities, assigns evidence grades, computes applicability scores, and estimates implementation complexity.
• Research Brief Generation: Produces concise one-paragraph summaries, key findings, implementation proposals, and confidence metrics for decision making and literature reviews.
• Use Case: Run a weekly scan to produce a top-10 research brief for multi-agent governance and generate actionable experiment proposals for the next 90 days.

Quick Start

Scan arXiv and major tech blogs for recent multi-agent and LLM research and produce a ranked brief with one-paragraph summaries, applicability scores, and implementation recommendations.