GitHub organization
Agent skills by NVIDIA-AI-Blueprints
- skills
- 37
- repositories
- 2
Repositories by NVIDIA-AI-Blueprints
- video-search-and-summarizationNVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analytics agents with real-time verified alerts, visual Q&A, and automated reporting. The VSS Blueprint uses vision language models (VLMs) such as NVIDIA Cosmos, LLMs such as NVIDIA Nemotron, RAG, and NVIDIA NIMs.1.9k stars · 22 skills
- deep-researcher-agentThe NVIDIA Deep Researcher Agent Blueprint is an open reference example for building intelligent AI agents that connect to your enterprise data, reason using state-of-the-art models, and deliver trusted business insights.885 stars · 15 skills
Skills by NVIDIA-AI-Blueprints, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Measure retrieval quality and latency of a deployed VSS search profile by ingesting a labelled dataset and running the vss CLI across retrieval paths. | NVIDIA-AI-Blueprints/ | 1.9k | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | today |
| 2 | A skill your agent uses when composing, adapting, or validating an Deep Researcher Agent workflow YAML under configs/ — selecting a shipped profile, enabling tools and datasourceregistry sources… | NVIDIA-AI-Blueprints/ | 885 | — | ~1.1k | Automated safety check: Notes | Apache-2.0 | today |
| 3 | A skill your agent uses when a user wants to search archived VSS video or ingest or delete a source for search. | NVIDIA-AI-Blueprints/ | 1.9k | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | today |
| 4 | A skill your agent uses when asked to run deep research or Deep Researcher Agent research through a reachable NVIDIA Deep Researcher Agent Blueprint backend. | NVIDIA-AI-Blueprints/ | 885 | — | ~4.4k | Automated safety check: Notes | Apache-2.0 | today |
| 5 | Plan, run, and diagnose reproducible RT-VLM GPU performance canaries and benchmarks. | NVIDIA-AI-Blueprints/ | 1.9k | — | ~8.6k | Automated safety check: Notes | Apache-2.0 | today |
| 6 | Add agent-ready vision capabilities — dense captioning, detection, search, alerting, summarization — to an agent or application through a customizable, self-contained vision stack built on the… | NVIDIA-AI-Blueprints/ | 1.9k | — | ~15k | Automated safety check: Notes | Apache-2.0 | today |
| 7 | A skill your agent uses when adding or changing an Deep Researcher Agent data source under sources/, registering it as a NeMo Agent Toolkit function, wiring it into the datasourceregistry for UI… | NVIDIA-AI-Blueprints/ | 885 | — | ~1.1k | Automated safety check: Notes | Apache-2.0 | today |
| 8 | Measure whether an RT-VLM configuration change altered caption quality — capture paired baseline and candidate captions for a set of videos, score both against a ground truth with an LLM judge, and… | NVIDIA-AI-Blueprints/ | 1.9k | — | ~2.1k | Automated safety check: Notes | Apache-2.0 | today |
| 9 | A skill your agent uses when adding or changing a general-purpose Deep Researcher Agent tool (a NeMo Agent Toolkit function) under sources/, defining its FunctionBaseConfig schema, registering it… | NVIDIA-AI-Blueprints/ | 885 | — | ~1.1k | Automated safety check: Notes | Apache-2.0 | today |
| 10 | A skill your agent uses when customizing Deep Researcher Agent behavior through Jinja2 prompt templates or per-agent model selection — editing prompts under src/deepresearcheragent/agents//prompts/… | NVIDIA-AI-Blueprints/ | 885 | — | ~1.6k | Automated safety check: Notes | Apache-2.0 | today |
| 11 | A skill your agent uses when asked to install, deploy, run, validate, troubleshoot, or stop NVIDIA Deep Researcher Agent Blueprint infrastructure. | NVIDIA-AI-Blueprints/ | 885 | — | ~3.5k | Automated safety check: Notes | Apache-2.0 | today |
| 12 | A skill your agent uses when adding, debugging, or validating a bring-your-own VLM in VSS RT-VLM, including custom Hugging Face or NGC checkpoints, vLLM adapters or plugins, model shims, and… | NVIDIA-AI-Blueprints/ | 1.9k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | today |
| 13 | A skill your agent uses when changing Deep Researcher Agent continuous integration, pre-commit, or contributor governance — editing .github/workflows/ (ci, ui, skills-eval, request-nvskills-ci)… | NVIDIA-AI-Blueprints/ | 885 | — | ~1.5k | Automated safety check: Notes | Apache-2.0 | today |
| 14 | A skill your agent uses when operating VSS alert workflows — real-time monitoring, Alert-Bridge subscriptions, verification verdicts, on-demand verification, always-on operation, Slack… | NVIDIA-AI-Blueprints/ | 1.9k | — | ~11k | Automated safety check: Warn | Apache-2.0 | today |
| 15 | A skill your agent uses when preparing, opening, or updating an Deep Researcher Agent pull request — scoping the branch, signing commits with DCO, filling the PR template with real validation… | NVIDIA-AI-Blueprints/ | 885 | — | ~1k | Automated safety check: Notes | Apache-2.0 | today |
| 16 | A skill your agent uses when deploying or operating standalone RTVI-CV-3D / MV3DT multi-camera 3D tracking for calibrated MP4/file inputs and live RTSP streams: missing-calibration handoff to AMC… | NVIDIA-AI-Blueprints/ | 1.9k | — | ~5.1k | Automated safety check: Notes | Apache-2.0 | today |
| 17 | A skill your agent uses when validating an Deep Researcher Agent change before opening or merging a PR — choosing and running the right Python, frontend, docs, or eval checks for the surfaces you… | NVIDIA-AI-Blueprints/ | 885 | — | ~1.2k | Automated safety check: Notes | Apache-2.0 | today |
| 18 | A skill your agent uses when the user asks to deploy, upgrade, or size the VSS warehouse blueprint (2D / 3D / MV3DT) on Kubernetes via Helm — as opposed to Docker Compose, which is covered by… | NVIDIA-AI-Blueprints/ | 1.9k | — | ~4.2k | Automated safety check: Pass | Apache-2.0 | today |
| 19 | A skill your agent uses to deploy the vss-behavior-analytics service standalone (entrypoint, config-source, optional calibration). | NVIDIA-AI-Blueprints/ | 1.9k | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | today |
| 20 | A skill your agent uses to turn researched or computed numeric data into source-grounded charts. | NVIDIA-AI-Blueprints/ | 885 | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | today |
| 21 | A skill your agent uses to deploy the vss-video-analytics-api REST service standalone with its Elasticsearch ingest-pipeline, selectable Kafka/Redis stream type, and Kafka-topic readiness gates when… | NVIDIA-AI-Blueprints/ | 1.9k | — | ~2.6k | Automated safety check: Notes | Apache-2.0 | today |
| 22 | A skill your agent uses for converting researched facts or user-provided data into structured tables by writing code, then running Python/pandas calculations in the job-scoped sandbox. | NVIDIA-AI-Blueprints/ | 885 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | today |
| 23 | Use this skill during research for lightweight forecast evidence analysis: base-rate checks, prediction-market anchors, scenario ranges, directional factor summaries, implied probabilities, and… | NVIDIA-AI-Blueprints/ | 885 | — | ~820 | Automated safety check: Pass | Apache-2.0 | today |
| 24 | Configure the Docker Compose webhook receivers required by the VIOS webhook notification BDD tests, including the custom body template cases. | NVIDIA-AI-Blueprints/ | 1.9k | — | ~1.4k | Automated safety check: Pass | Unknown | today |
| 25 | A skill your agent uses when answering a question about previously analyzed or freshly scoped VSS video, or when reading a stored VSS memory job or record by id, or whenever a question should be… | NVIDIA-AI-Blueprints/ | 1.9k | — | ~5.2k | Automated safety check: Pass | Apache-2.0 | today |
| 26 | Benchmark video Q&A accuracy and latency of a deployed RT-VLM (Cosmos Reason 3) via vss vlm run, using questions and videos from the DSS vss-devx-base dataset. | NVIDIA-AI-Blueprints/ | 1.9k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | today |
| 27 | A skill your agent uses when running AutoMagicCalib on local MP4s, RTSP, or the bundled sample dataset, or when deploying vss-auto-calibration. | NVIDIA-AI-Blueprints/ | 1.9k | — | ~5.3k | Automated safety check: Pass | Apache-2.0 | today |
| 28 | A skill your agent uses when producing a VSS analysis report — Mode A per-clip VLM, Mode B incident-range via video-analytics, Mode C SOP compliance via the SOP tools. | NVIDIA-AI-Blueprints/ | 1.9k | — | ~9k | Automated safety check: Pass | Apache-2.0 | today |
| 29 | A skill your agent uses to drive vss vios for sensor list, timelines, clips, snapshots, and add/delete of video or stream sources, and the VIOS REST API only for what that CLI does not cover (sensor… | NVIDIA-AI-Blueprints/ | 1.9k | — | ~6.9k | Automated safety check: Pass | Apache-2.0 | today |
| 30 | A skill your agent uses for read-only incident, occupancy, speed, place, and analytics-sensor questions through the project-local VSS CLI. | NVIDIA-AI-Blueprints/ | 1.9k | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | today |
| 31 | Profile vLLM and RT-VLM inference to identify and remove GPU-idle gaps, underfilled batches, transfer stalls, serialized multimodal work, scheduler gaps, or KV pressure. | NVIDIA-AI-Blueprints/ | 1.9k | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | today |
| 32 | A skill your agent uses when deploying, operating, integrating, or customizing the VSS RT-Embed Video Embedding microservice. | NVIDIA-AI-Blueprints/ | 1.9k | — | ~2.3k | Automated safety check: Notes | Apache-2.0 | today |
| 33 | A skill your agent uses for small deterministic calculations during research when pandas/table analysis is unnecessary. | NVIDIA-AI-Blueprints/ | 885 | — | ~657 | Automated safety check: Pass | Apache-2.0 | today |
| 34 | A skill your agent uses when the final answer strategy calls for a long-form report, publication-quality research writeup, comprehensive analysis, deep dive, whitepaper-style narrative, or detailed… | NVIDIA-AI-Blueprints/ | 885 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 35 | A skill your agent uses when the final answer strategy calls for a prediction, forecast, probability estimate, price target, expected value, threshold outcome, scenario outlook, or prediction-style… | NVIDIA-AI-Blueprints/ | 885 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | today |
| 36 | Update the BDD test container image when its dependencies or runtime change. | NVIDIA-AI-Blueprints/ | 1.9k | — | ~1.2k | Automated safety check: Pass | Unknown | today |
| 37 | A skill your agent uses when summarizing a recorded video through HITL-gated LVS, falling back to vss vlm run when LVS is not ready. | NVIDIA-AI-Blueprints/ | 1.9k | — | ~5.3k | Automated safety check: Warn | Apache-2.0 | today |
Questions, answered from the data.
What is the best skill by NVIDIA-AI-Blueprints?
Benchmark Video Search from NVIDIA-AI-Blueprints/video-search-and-summarization ranks first of the 37 skills by NVIDIA-AI-Blueprints listed here, with the highest score: its repository has 1.9k GitHub stars, its SKILL.md loads about 4.3k tokens and it passes the automated safety check with no findings. Next come Deep Researcher Configure Workflow and Vss Search Archive.
Are NVIDIA-AI-Blueprints's skills official?
None yet. All 37 skills by NVIDIA-AI-Blueprints listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.