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literature-survey
ai4s-research/ai4s-skillsSkill
Use when the user wants a comprehensive literature survey on a specific research topic. Outputs a complete PDF survey (6–20 pages, 60+ real citations, 100+ recommended) with LaTeX source, topic-specific publication figures, and a classified literature table. Single-stage, no Python runtime.
Why this score
This repo hosts 7 skills, so its 245 stars are split between them (about 35 each) for scoring.
Popularity score: 50/100 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 744ab2049a7b, 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 oneliterature-survey ai4s-research/ai4s-skills · Skill | 50 | ★ 245 | ≈77 always | 3mo ago |
| literature-research fcakyon/phd-skills · Skill Same job: user research | 64 | ★ 424 | ≈22 always | 24d ago |
| architecture-survey Yeachan-Heo/oh-my-claudecode · Skill Same job: user research | 86 | ★ 40k | ≈71 always | 16d ago |
| literature-review Companion-Inc/feynman · Skill Same job: user research | 80 | ★ 10.0k | ≈54 always | 16d ago |
| survey-and-audit-novelty gxCaesar/open-research-skills · Skill Same job: user research | 51 | ★ 56 | ≈112 always | 1mo ago |
| literature-search aiming-lab/AutoResearchClaw · Skill Same job: research & papers | 77 | ★ 15k | ≈46 always | 3mo ago |