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3dgs-code-reviewer
jaccen/Awesome-Gaussian-SkillsSkill
Review 3DGS implementation code for correctness, performance bugs, and best practices. Covers CUDA kernels, rendering pipeline, training loop, loss functions. Detects 104 known bug patterns including compression, forensics, SLAM, feed-forward, and method-specific failure patterns. Use when: reviewing 3DGS/Gaussian Splatting CUDA code, debugging rendering artifacts, optimizing 3DGS training pipelines, checking loss function implementations, 代码审查/3DGS调试/性能优化.
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-code-reviewer jaccen/Awesome-Gaussian-Skills · Skill | 61 | ★ 164 | ≈120 always | 16d ago |
| code-reviewer gemini-cli-extensions/workspace · Skill Both about reviewer | 69 | ★ 647 | ≈22 always | 16d ago |
| deep-code-reviewer travisjneuman/.claude · Subagent Both about reviewer and correctness | 59 | ★ 104 | ≈50 in chat | 16d ago |
| code-reviewer-quality kid-sid/claude-spellbook · Subagent Both about reviewer and checking | 53 | ★ 190 | ≈59 in chat | 3mo ago |
| xs-code-reviewer karaage0703/ai-assistant-workspace · Skill Both about reviewer | 55 | ★ 137 | ≈40 always | 1mo ago |
| octo-code-reviewer nyldn/claude-octopus · Subagent Both about reviewer | 69 | ★ 4.3k | ≈25 in chat | 16d ago |