vss-deploy-dense-captioning

vss-deploy-dense-captioning is an MLOps & model serving skill for AI agents, published by NVIDIA-AI-Blueprints in the video-search-and-summarization repository on GitHub. Skillspace rates vss-deploy-dense-captioning C (72/100) and it passed the safety scan; the rating is based on static analysis only.

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.

Grade
C
Quality
72 / 100
Safety
Passed
GitHub stars
1,861

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubNVIDIA-AI-Blueprints/video-search-and-summarization

Our review

Architecture
92 / 100
Maturity
Packaged: licensed, with a version or references
Security scan
Low-risk patterns
License
Not declared. Check the repository before reusing it.

What the scanner flagged

  • mentions secrets in text

Not checked yet

  • Category is a classifier prediction; no model has read this skill yet
  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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