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nature-literature-pipeline
Complete automated literature discovery pipeline: multi-source search → six-dimension scoring → fine reading → formatted delivery → archival.
Why this score
This repo hosts 10 skills, so its 49,369 stars are split between them (about 4,937 each) for scoring.
Popularity score: 86/100 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 233ed09957d3, 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 onenature-literature-pipeline Yuan1z0825/nature-skills · Skill | 86 | ★ 49k | ≈42 always | 17d ago |
| literature-research fcakyon/phd-skills · Skill Both about literature | 64 | ★ 424 | ≈22 always | 24d ago |
| literature-review LeonChaoX/qinyan-academic-skills · Skill Both about literature and nature | 54 | ★ 967 | ≈125 always | 4mo ago |
| nature-academic-search wp-a/nature-academic-search · Skill Both about nature | 65 | ★ 332 | ≈19 always | 1mo ago |
| literature-reviewer Galaxy-Dawn/claude-scholar · Subagent Both about literature and automated | 79 | ★ 5.8k | ≈84 in chat | 16d ago |
| literature-search aiming-lab/AutoResearchClaw · Skill Both about literature | 77 | ★ 15k | ≈46 always | 3mo ago |