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Claude Skills by NVIDIA-AI-Blueprints
github.com/NVIDIA-AI-Blueprints33 skills0 installs27 views
- Bdd Container UpdateUpdate the BDD test container image when its dependencies or runtime change. Determines version bump (major vs minor vs patch), rebuilds the Docker image, pushes to GitLab registry, and updates the image tag in start_test.sh. Test source (tests/, features/, scripts/, data/, conftest.py) is bind-mounted from the host repo at runtime, so pure test code changes do NOT require a container rebuild. Use only when files that the container bakes in are modified: Dockerfile, docker-entrypoint.sh, pypr...Votes: 0GitHub stars: 1,886
- Configure Webhook Bdd TestConfigure the Docker Compose webhook receivers required by the VIOS webhook notification BDD tests, including the custom body template cases. Use when preparing deployment/stream-processing/docker-compose/configs/notification_config.json for test_webhook_notifications.py or test_webhook_custom_body.py, or when those tests time out waiting for camera_add, camera_streaming, camera_remove, or a custom body delivery.Votes: 0GitHub stars: 1,886
- Vss Benchmark Video SummarizationBenchmark a deployed LVS instance — set up test media, run single-file latency and burst-throughput tests, analyze GPU and latency metrics, and get configuration recommendations to improve performance.Votes: 0GitHub stars: 1,886
- Vss Benchmark Vlm QaBenchmark 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. Replaces the deprecated nat eval / vss-agent QA path. Not for tool-calling or trajectory evaluation, and not for LVS summarization throughput.Votes: 0GitHub stars: 1,886
- Vss Evaluate Caption AccuracyMeasure 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 emit an accuracy and processing-time table. Use when changing frame selection, decode, or model settings and you need evidence there is no accuracy regression.Votes: 0GitHub stars: 1,886
- Vss Deploy Dense CaptioningUse 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.Votes: 0GitHub stars: 1,886
- Vss Deploy Detection Tracking 2dUse this skill when the user wants to deploy, run, debug, tear down, or call the REST API of the RTVI-CV 2D detection / tracking microservice. Trigger when the user says things like 'deploy rtvi-cv', 'start warehouse 2d', 'add a stream', 'check rtvi-cv health', or 'stop the perception container'. Not for VLM, embedding, or analytics — use the matching vss-* skill.Votes: 0GitHub stars: 1,886
- Vss Deploy Detection Tracking 3dUse 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 skills, the 4-camera sample dataset, camera config, BEV Fusion, live OSD or saved grid/BEV outputs, bundled brokers, basic external MQTT/Kafka brokers, verification, and teardown. Trigger for generic MV3DT, RTVI-CV-3D, multi-view 3D tracking, multi-cam tracking, or sample MV3DT dataset requests. Explicit warehouse bluep...Votes: 0GitHub stars: 1,886
- Vss Deploy Video EmbeddingUse this skill when deploying, operating, integrating, or customizing the VSS RT-Embed Video Embedding microservice. Covers standalone Docker Compose deployment, the `/v1` REST API for text/video embeddings and live streams, Redis/Kafka/OTel integration, troubleshooting, and bring-your-own-model (BYOM) custom embedding backends, with VideoPrism as an example. Do not use for RT-CV, RT-VLM, VSS Agent, or general VSS deployment work that does not include RT-Embed.Votes: 0GitHub stars: 1,886
- Vss Deploy Warehouse HelmUse 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 vss-build-vision-ai's warehouse reference. Handles GPU-aware NUM_STREAMS capping so the deployment matches what the perception pipeline can actually sustain.Votes: 0GitHub stars: 1,886
- Vss Setup Behavior AnalyticsUse this skill to deploy the vss-behavior-analytics service standalone (entrypoint, config-source, optional calibration). Not for the full warehouse deploy.Votes: 0GitHub stars: 1,886
- Vss Setup Video Analytics ApiUse 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 Kafka is selected. Not for full warehouse deploy.Votes: 0GitHub stars: 1,886
- Vss Ask VideoUse this skill 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 answered by running the `vss memory introspect` command. Route through hot context, agent Markdown notes, `vss memory get` or `vss memory query`, `vss memory introspect`, or an exact-window `vss vlm run`. Not for video retrieval or metadata-answerable questions.Votes: 0GitHub stars: 1,886
- Vss Generate Video Report RagGenerates VSS video summary reports with LVS HITL and optional Enterprise RAG document grounding. Trigger when the user asks for a frag/RAG-assisted video report, knowledge-enhanced analysis, or Enterprise RAG context in a video summary.Votes: 0GitHub stars: 1,886
- Vss Generate Video ReportUse this skill 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. Not for standalone video summarization, real-time alerts or ad-hoc Q&A.Votes: 0GitHub stars: 1,886
- Vss Manage AlertsUse this skill when operating VSS alert workflows — real-time monitoring, Alert-Bridge subscriptions, verification verdicts, on-demand verification, always-on operation, Slack notifications, incident queries, or camera onboarding. Not for non-alert analytics.Votes: 0GitHub stars: 1,886
- Vss Manage Video Io StorageUse to call the VIOS REST API (sensor list, timelines, clip extraction, snapshots, add/delete sensors and streams) and to provision a source into a headless (no-agent) build, which the deployment fans out to the perception consumers (RT-CV/RT-Embed/RT-VLM). Not for VLM inference, semantic search, or agent-backed ingestion.Votes: 0GitHub stars: 1,886
- Vss Query AnalyticsUse this skill for read-only incident, occupancy, speed, place, and analytics-sensor questions through the project-local VSS CLI. Not for live VLM, incident-range narrative reports, deployment, or alert-rule management.Votes: 0GitHub stars: 1,886
- Vss Search ArchiveUse this skill when a user wants to search archived VSS video or ingest or delete a source for search. Do not use it for visual Q&A, live captioning, or video summarization.Votes: 0GitHub stars: 1,886
- Vss Summarize VideoUse when summarizing a recorded video through HITL-gated LVS, falling back to `vss vlm run` when LVS is not ready. Not for reports, archive search, or live RTSP captioning.Votes: 0GitHub stars: 1,886
- Vss Generate Video CalibrationUse this skill when running AutoMagicCalib on local MP4s, RTSP, or the bundled sample dataset, or when deploying vss-auto-calibration. Do not use for non-AMC calibration or runtime analytics.Votes: 0GitHub stars: 1,886
- Vss Build Vision AiAdd 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 VSS Blueprint. Use this skill when a developer or agent wants to give their app vision: pick capabilities via guided intake ("build a vision agent", "add vision capabilities") or describe them in natural language ("create a profile for streaming dense captioning", "add agentic search to my base d...Votes: 0GitHub stars: 1,886
- Rtvi Byom PortingUse 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 model-specific runtime dependencies. Not for selecting an already-supported model or ordinary RT-VLM deployment.Votes: 0GitHub stars: 1,886
- Cve RemediationDiscoverability shim for the Retail-Agentic-Commerce CVE remediation Codex skill. Use for CVE, BDSA, GHSA, OSV, Dependabot, Black Duck, Snyk, npm, PyPI, or package advisory remediation.Votes: 0GitHub stars: 79
- FeaturesDiscoverability shim for the Retail-Agentic-Commerce backend feature Codex skill. Use when writing or modifying Python backend code, routes, services, models, tests, or protocol logic.Votes: 0GitHub stars: 79
- Pre Commit AnalysisDiscoverability shim for the Retail-Agentic-Commerce pre-commit analysis Codex skill. Use before commits, after significant changes, or for implementation-quality validation.Votes: 0GitHub stars: 79
- SetupDiscoverability shim for the Retail-Agentic-Commerce setup Codex skill. Use when the user asks to setup, install, start, launch, or run the project stack.Votes: 0GitHub stars: 79
- UiDiscoverability shim for the Retail-Agentic-Commerce UI Codex skill. Use when creating or modifying frontend pages, components, hooks, styling, tests, or browser behavior.Votes: 0GitHub stars: 79
- Cve RemediationDependency vulnerability remediation workflow for this repository. Use when fixing CVE, BDSA, GHSA, OSV, npm, PyPI, Dependabot, Black Duck, Snyk, or other package vulnerability findings, especially when the user asks for minimal package-only updates, validation, commits, branches, or pull requests.Votes: 0GitHub stars: 79
- FeaturesPython backend development standards for FastAPI, SQLModel, pytest, Ruff, and Pyright. Use when writing or modifying backend code in src/merchant, src/payment, src/apps_sdk, agents, tests, API routes, services, models, or protocol logic.Votes: 0GitHub stars: 79
- Pre Commit AnalysisPre-commit implementation analysis for Retail-Agentic-Commerce. Use before commits, after significant changes, or when validating Apps SDK tools, mock data, MCP communication, widget isolation, or implementation quality.Votes: 0GitHub stars: 79
- SetupLaunch all services for the Retail-Agentic-Commerce project. Use when the user types setup, install, or asks to start, launch, or run the project stack.Votes: 0GitHub stars: 79
- UiReact and Next.js frontend development standards for Retail-Agentic-Commerce. Use when creating or modifying UI pages, components, hooks, styling, tests, or Apps SDK widget browser behavior in src/ui or related frontend surfaces.Votes: 0GitHub stars: 79