rtvi-cv-scaffold-vss-service
rtvi-cv-scaffold-vss-service is an agent skill published by nvidia, listed under business & ops. It lives in the NVIDIA/skills repository, which has 3,735 GitHub stars and is licensed under Apache-2.0; we last read it on 2026-09-16.
Scaffold a standalone RTVI CV microservice that connects to VSS Search and Alerts profiles via Kafka mdx-raw. Requires a customer-supplied ONNX model, labels file, and custom parser.
Install
skills is a generic installer for any repository of Claude agent skills -- it reads NVIDIA/skills’s own structure rather than assuming one, the same way this page reads the skill’s own SKILL.md rather than assuming a format.
npx skills add NVIDIA/skills
Maintenance
Scaffold a standalone RTVI CV microservice that plugs into VSS Search and Alerts profiles via Kafka mdx-raw. The shipped scaffold script is a YOLO26 reference implementation (ONNX, labels, custom parser required). Use when building a new perception microservice repo, validating the VSS integration contract, extending that scaffold for segmentation frame-mask payloads, or scaffolding with placeholders before customer YOLO26 assets exist. For swapping the detector in the stock vss-rt-cv container, use rtvi-cv-customize-model instead. Live DeepStream integration cannot run until the customer-supplied ONNX, labels file, and parser library exist.
rtvi-cv-scaffold-vss-service compared with similar skills
| Skill | Publisher | What it does | Repo stars | Last update |
|---|---|---|---|---|
| rtvi-cv-scaffold-vss-service (this page) | nvidia | Scaffold a standalone RTVI CV microservice that plugs into VSS Search and Alerts profiles via Kafka mdx-raw.… | 3,735 | 2026-10-26 |
| doca-structured-tools-contract(same repository) | nvidia | Not for writing library code (name that library skill). Use this skill whenever another DOCA skill says "pref… | 3,735 | 2026-10-26 |
| nemo-automodel-model-onboarding(same repository) | nvidia | Guide for onboarding new model architectures into NeMo AutoModel, including architecture discovery, implement… | 3,735 | 2026-10-26 |
| nemo-fabric-build-adapter(same repository) | nvidia | Build, migrate, review, and maintain third-party NVIDIA NeMo Fabric adapters against the public adapter contr… | 3,735 | 2026-10-26 |
| constraint-driven-development | addyosmani | Establishes a project's quality bar as a written contract and stops agents quietly lowering it. Interviews th… | 110,611 | 2026-10-13 |
| deprecation-and-migration | addyosmani | Manages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users… | 110,611 | 2026-10-13 |
| security-and-hardening | addyosmani | Hardens code against vulnerabilities. Use when auditing an input handler for vulnerabilities, when handling u… | 110,611 | 2026-10-13 |
Skills from the same repository first, then others for this job by repository stars. Figures are from each repository when we last read it.
Common questions about rtvi-cv-scaffold-vss-service
- What does rtvi-cv-scaffold-vss-service do?
- Scaffold a standalone RTVI CV microservice that connects to VSS Search and Alerts profiles via Kafka mdx-raw. Requires a customer-supplied ONNX model, labels file, and custom parser.
- How do I install rtvi-cv-scaffold-vss-service?
- Run npx skills add NVIDIA/skills. The skills installer reads the repository’s own structure, so it works for any repository of agent skills.
- Who publishes rtvi-cv-scaffold-vss-service?
- nvidia.
- Is rtvi-cv-scaffold-vss-service maintained, and what licence does it use?
- Its repository has 3,735 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-26. The repository declares the Apache-2.0 licence.
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