القائمة
Use when deploying, launching, loading data into, or reviewing the FiftyOne workbench dataset curation and visualization tool.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Use when ingesting, validating, curating, or querying production sensor data as a versioned dataset-of-record, or wiring the dataset-ingest-curate workflow.
Use when generating adversarial scenarios via RL, ranking mined failures of a policy-under-test, or wiring the adversarial-scenario-hardening workflow.
Use when navigating the Cosmos3 integration in NPA or locating upstream Cosmos3 framework files, defaults, scripts, configs, recipes, and docs.
Use when Cosmos3 setup, fetch, inference, CUDA, uv, Docker, Hugging Face, GitHub, NGC, or checkpoint staging fails in NPA or in an upstream Cosmos framework checkout.
Use when setting up Cosmos3 access through NPA, checking source or Hugging Face reachability, staging the public Cosmos3 framework and checkpoint cache, or deciding which NPA workflow to use before inference.
Use for Claude Code reviews that need robotics, simulation, GPU-routing, sim-to-real, or BDD100K pipeline domain context.
| name | fiftyone |
| description | Use when deploying, launching, loading data into, or reviewing the FiftyOne workbench dataset curation and visualization tool. |
FiftyOne is the dataset curation and visualization tool. It is CPU-only and does not require a GPU.
API:
POST /load-datasetGET /statusGET /system-infoCLI:
npa workbench fiftyone deploy
npa workbench fiftyone launch
npa workbench fiftyone load-dataset
npa workbench fiftyone status
npa workbench fiftyone system-info
npa workbench fiftyone list
npa workbench fiftyone open wraps kubectl port-forward; callers should not need raw kubectl.
The deploy --public-ip flag creates a LoadBalancer Service for external access, intended for partner demos. npa workbench fiftyone status shows the Public URL when deployed with --public-ip.
Stock FiftyOne App has no /health endpoint: GET / returns 200 and GET /health returns 307.
Managed VM deploy defaults to in-place updates for existing aliases. Terraform
plans that would destroy or replace critical infrastructure are blocked unless
the operator passes --replace and confirms with --yes for automation.
BYOVM deploys record endpoint_strategy: public or endpoint_strategy: ssh_fallback in ~/.npa/config.yaml. Live status, launch, and
load-dataset commands honor that strategy and self-heal blocked public
endpoints through a transient SSH-local route.
FiftyOne Brain uses fob.compute_visualization for CLIP UMAP embeddings.
FiftyOne supports custom field schemas. Do not assume generic auto-extracted fields are required.
BDD100K demo dataset: bdd100k-real-data-demo, live at the public IP.