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literature-review

LeonChaoX/qinyan-academic-skillsSkill

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).

Scanned · 1 to knowSkillSource: GitHubContains scripts
967 stars +14 this week Updated 4mo ago License MIT Context ≈125 tokens always loaded
54popular

Why this score

Stars14/35
Usage (forks)4/15
Upkeep15/25
License15/15
Owner history6/10

This repo hosts 10 skills, so its 967 stars are split between them (about 97 each) for scoring.

Popularity score: 54/100 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 df5a498a81e0, with Cisco's open-source skill-scanner.

What its code does:

Web addresses in its code:

These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.

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.

NameScoreStarsContextUpdated
This oneliterature-review LeonChaoX/qinyan-academic-skills · Skill 54★ 967≈125 always4mo ago
nature-literature-pipeline Yuan1z0825/nature-skills · Skill Both about literature and nature 86★ 49k≈42 always17d ago
literature-search aiming-lab/AutoResearchClaw · Skill Same job: research & papers 77★ 15k≈46 always3mo ago
literature-research fcakyon/phd-skills · Skill Both about literature 64★ 424≈22 always24d ago
literature-reviewer Galaxy-Dawn/claude-scholar · Subagent Same job: research & papers 79★ 5.8k≈84 in chat16d ago
literature-survey ai4s-research/ai4s-skills · Skill Same job: research & papers 50★ 245≈77 always3mo ago