Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
vss-generate-video-calibration
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
vss-generate-video-calibration
Best first install candidate based on install readiness and adoption.
Freshest repo
vss-generate-video-calibration
Most recent maintenance signal among this shortlist.
| Signal | vss-generate-video-calibration Use to run AutoMagicCalib on local MP4s, RTSP, or the bundled sample dataset, and to deploy vss-auto-calibration when needed. Do not use for non-AMC calibration or runtime analytics. |
|---|---|
| Quality | 79/100 Strong |
| Decision verdict | 90/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 1.8K stars Verified outcomes are shown on each skill page |
| Freshness | Sep 3, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | The SKILL.md excerpt appears truncated mid-sentence in the prerequisites section and references a 'Step A onward' anchor that is not visible in the excerpt; the full file should be verified to ensure all cross-references resolve. · No OpenAgentSkill engagement data yet |
Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
vss-generate-video-calibration
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
vss-generate-video-calibration
Best first install candidate based on install readiness and adoption.
Freshest repo
vss-generate-video-calibration
Most recent maintenance signal among this shortlist.
| Signal | vss-generate-video-calibration Use to run AutoMagicCalib on local MP4s, RTSP, or the bundled sample dataset, and to deploy vss-auto-calibration when needed. Do not use for non-AMC calibration or runtime analytics. |
|---|---|
| Quality | 79/100 Strong |
| Decision verdict | 90/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 1.8K stars Verified outcomes are shown on each skill page |
| Freshness | Sep 3, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | The SKILL.md excerpt appears truncated mid-sentence in the prerequisites section and references a 'Step A onward' anchor that is not visible in the excerpt; the full file should be verified to ensure all cross-references resolve. · No OpenAgentSkill engagement data yet |
| Best for | Research agents workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add NVIDIA-AI-Blueprints/video-search-and-summarization --skill vss-generate-video-calibration |
| Best for | Research agents workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add NVIDIA-AI-Blueprints/video-search-and-summarization --skill vss-generate-video-calibration |