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3dgs-compression-deploy
jaccen/Awesome-Gaussian-SkillsSkill
3DGS compression-to-deployment pipeline: quantization (scalar/VQ/mixed-precision), pruning (coreset/adaptive/variational/merge/Bayesian), progressive streaming & LoD, Web/WebGPU/mobile deployment, hardware acceleration (Tensor Core/GEMM/FPGA/ASIC), training-free semantic compression. Covers 53+ methods across 6 compression categories. Use when: compressing 3DGS models, deploying 3DGS to web/mobile/edge, selecting quantization bit-width, designing streaming pipelines, 3DGS压缩/量化/剪枝/部署/流式传输/移动端/硬件加速.
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-compression-deploy jaccen/Awesome-Gaussian-Skills · Skill | 61 | ★ 164 | ≈132 always | 16d ago |
| cli-compression diegosouzapw/OmniRoute · Skill Both about compression | 90 | ★ 79k | ≈45 always | 16d ago |
| semantic-compression can1357/oh-my-pi · Skill Both about compression and compressing | 91 | ★ 36k | ≈105 always | 16d ago |
| context-compression bojieli/ai-agent-book · Skill Both about compression | 88 | ★ 55k | ≈35 always | 27d ago |
| model-compression-exploration apple/coreai-models · Skill Both about compression and quantization | 78 | ★ 2.2k | ≈153 always | 16d ago |
| deploy-mcp futuresearch/futuresearch-python · Skill Both about deploy and deployment | 60 | ★ 57 | ≈64 always | 22d ago |