Home / Skills / vss-deploy-dense-captioning
vss-deploy-dense-captioning
NVIDIA-AI-Blueprints/video-search-and-summarizationSkill
Use this skill when deploying standalone RT-VLM dense captioning or calling its REST API (uploads, captions, streams, chat-completions, Kafka). Not for VSS profile deploy or video-search ingestion.
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.references/kafka-workflows.md:87 and 2 more
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-deploy-dense-captioning NVIDIA-AI-Blueprints/video-search-and-summarization · Skill | 73 | ★ 1.9k | ≈56 always | 16d ago |
| ui-craft-dense-dashboard educlopez/ui-craft · Skill Both about dense | 63 | ★ 392 | ≈78 always | 16d ago |
| cloudflare-deploy openai/skills · Skill Both about deploy | 79 | ★ 28k | ≈52 always | 2mo ago |
| deploy-connector fivetran/connector_sdk_tools · Skill Both about deploy | 57 | ★ 89 | ≈32 always | 16d ago |
| deploy-mcp futuresearch/futuresearch-python · Skill Both about deploy | 60 | ★ 57 | ≈64 always | 22d ago |
| replica-deploy Jakeschincariol/replica-skill · Skill Both about deploy | 71 | ★ 3.5k | ≈22 always | 1mo ago |