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3dgs-paper-reader
jaccen/Awesome-Gaussian-SkillsSkill
Read and summarize 3DGS research papers. Extracts method architecture, innovations, experimental results from arXiv or local PDFs. Structured output with tables. Knowledge of 976 methods across 26 categories. Use when: reading or analyzing a 3DGS/NeRF paper, extracting method details from arXiv PDF, summarizing 3D reconstruction research, 读论文/3DGS论文分析/文献总结.
Why this score
This repo hosts 10 skills, so its 164 stars are split between them (about 16 each) for scoring.
Popularity score: 61/100 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 2b664f31deae, 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 one3dgs-paper-reader jaccen/Awesome-Gaussian-Skills · Skill | 61 | ★ 164 | ≈94 always | 16d ago |
| biomedical-paper-reader Gaoyuan-0423/biomedical-paper-reader · Skill Same job: documents & pdfs | 65 | ★ 143 | ≈76 always | 18d ago |
| deep-reader tronghieu/agent-skills · Skill Both about reader and paper | 60 | ★ 84 | ≈22 always | 17d ago |
| reader modoojunko/awesome-novel-agent · Subagent Both about reader | 60 | ★ 830 | ≈9 in chat | 1mo ago |
| paper-read Calix-L/awesome-latex-skills · Skill Same job: documents & pdfs | 58 | ★ 183 | ≈62 always | 28d ago |
| paper-write xstongxue/best-skills · Skill Both about paper | 68 | ★ 3.0k | ≈50 always | 2mo ago |