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ccf-literature-monitor
Scan recent arXiv/OpenReview papers, venue feeds, labs, and competitors for overlap. Use for 竞品监控, 新论文追踪, 论文跟踪, and recurring novelty watch. Give dated evidence and changes since the prior scan. Broad related-work retrieval belongs to ccf-literature-searcher.
Why this score
This repo hosts 10 skills, so its 3,145 stars are split between them (about 315 each) for scoring.
Popularity score: 72/100 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 21, 2026 at commit b8c9716016dd, 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 oneccf-literature-monitor mikubaka88/CCFA-Skills · Skill | 72 | ★ 3.1k | ≈71 always | 16d ago |
| literature-research fcakyon/phd-skills · Skill Both about literature and related | 64 | ★ 424 | ≈22 always | 24d ago |
| literature-reviewer Galaxy-Dawn/claude-scholar · Subagent Same job: research & papers | 79 | ★ 5.8k | ≈84 in chat | 16d ago |
| literature-search gaasher/Agent-Loop-Skills · Skill Same job: research & papers | 51 | ★ 175 | ≈28 always | 4mo ago |
| competitor-product-monitor tinyfish-io/tinyfish-cookbook · Skill Both about monitor and competitor | 73 | ★ 2.3k | ≈119 always | 27d ago |
| literature-review Companion-Inc/feynman · Skill Same job: research & papers | 80 | ★ 10.0k | ≈54 always | 16d ago |