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literature-search
aiming-lab/AutoResearchClawSkill
Systematic literature review methodology including search strategy, screening, and synthesis. Use when conducting literature reviews or writing background sections.
Why this score
This repo hosts 10 skills, so its 14,715 stars are split between them (about 1,472 each) for scoring.
Popularity score: 77/100 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 be4ba4755bf1, 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-search aiming-lab/AutoResearchClaw · Skill | 77 | ★ 15k | ≈46 always | 3mo ago |
| light-literature-search Light0305/Light-skills · Skill Same job: research & papers | 57 | ★ 680 | ≈25 always | 4mo ago |
| literature-research fcakyon/phd-skills · Skill Both about literature | 64 | ★ 424 | ≈22 always | 24d ago |
| literature-review Companion-Inc/feynman · Skill Same job: research & papers | 80 | ★ 10.0k | ≈54 always | 16d ago |
| literature-reviewer Galaxy-Dawn/claude-scholar · Subagent Same job: research & papers | 79 | ★ 5.8k | ≈84 in chat | 16d ago |
| nature-literature-pipeline Yuan1z0825/nature-skills · Skill Both about literature | 86 | ★ 49k | ≈42 always | 17d ago |