Traction scoreGitHub stars can be faked, so popularity alone can be misleading. Traction Score looks for broader signs of recent attention, adoption, and active maintenance.
This skill provides a structured framework for conducting time-windowed literature searches with measurable recall. It is designed for academic researchers performing systematic literature reviews (SLR) or drafting method surveys, specifically within fields like medical imaging AI.
Rather than casual paper lookups, the process focuses on building a rigorous corpus. It delivers quality-tiered DOI lists and formatted references while tracking PRISMA counts and citation-closure saturation to ensure comprehensive coverage.
WHO IT'S FOR
Academic researchers
conducting systematic literature reviews (SLR)
Medical AI researchers
drafting medical imaging AI narrative reviews
Graduate students
preparing research proposals (开题报告)
AI agent builders
integrating high-recall research workflows into agents
Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.