academic-aio
Use when a medical AI paper should be found and cited by AI search engines and RAG tools. Optimizes the title, abstract, summary box (Key Points, Research in Context), keywords, preprint, GitHub README/CITATION.cff and Hugging Face card, returning a visible pass/fail checklist.
Why this score
This repo hosts 10 skills, so its 346 stars are split between them (about 35 each) for scoring.
Popularity score: 61/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit f3fca73aff75, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneacademic-aio Aperivue/medsci-skills · Skill | 61 | ★ 346 | ≈73 always | 16d ago |
| 00-academic-router agentscope-ai/OpenJudge · Skill Same job: research & papers | 63 | ★ 881 | ≈25 always | 2mo ago |
| academic-deai heise3/academic-deai · Skill Same job: research & papers | 69 | ★ 155 | ≈45 always | 27d ago |
| academic-citation joshua-zyy/academic-paper-writer · Skill Same job: research & papers | 53 | ★ 115 | ≈155 always | 1mo ago |
| academic-verify garrytan/gbrain · Skill Same job: research & papers | 85 | ★ 31k | ≈100 always | 16d ago |
| academic-writer nyldn/claude-octopus · Subagent Same job: research & papers | 69 | ★ 4.3k | ≈74 in chat | 16d ago |