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vss-benchmark-video-summarization
NVIDIA-AI-Blueprints/video-search-and-summarizationSkill
Benchmark a deployed LVS instance — set up test media, run single-file latency and burst-throughput tests, analyze GPU and latency metrics, and get configuration recommendations to improve performance.
Why this score
This repo hosts 10 skills, so its 1,933 stars are split between them (about 193 each) for scoring.
Popularity score: 73/100 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 d06f1a619d0a, with Cisco's open-source skill-scanner.
What its code does:
- Runs shell commands Common for dev tools. Read the commands it runs.SKILL.md:6 and 5 more
- Makes network requestsSKILL.md
- Uses dependencies without a pinned version A later version of a dependency could change what runs.scripts/requirements.txt:17 and 8 more
Web addresses in its code:
- org.ngc.nvidia.comscripts/fetch-videos.sh:41
These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.
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 onevss-benchmark-video-summarization NVIDIA-AI-Blueprints/video-search-and-summarization · Skill | 73 | ★ 1.9k | ≈59 always | 16d ago |
| benchmark garrytan/gstack · Skill Both about benchmark and performance | 93 | ★ 137k | ≈14 always | 16d ago |
| benchmark-analyst growthack88/growth-marketing-os · Skill Same job: analytics & dashboards | 60 | ★ 122 | ≈22 always | 25d ago |
| sweety-handdraw-video threerocks/sweety-handdraw-video · Skill Both about video | 79 | ★ 722 | ≈32 always | 16d ago |
| add-benchmark allenai/vla-evaluation-harness · Skill Both about benchmark and improve | 72 | ★ 650 | ≈37 always | 20d ago |
| benchmark-workflow xberg-io/xberg · Skill Both about benchmark | 79 | ★ 9.4k | ≈64 always | 16d ago |