Individual skill
cdf-curation-and-retrieval
NVIDIA CDF curation and retrieval. Cosmos Curator video and image pipelines (split, dedup, shard, annotate) with filtering, captioning, and embedding. Cosmos Dataset Search ingest, search, and capability qualification. TAO data mining embeddings and neighbor matching. Ships domain event catalogs, including workplace employee conduct monitoring, which requires legal review before use. Use when a request names Cosmos Curator, Cosmos Dataset Search, CDF, or their Make and CLI surfaces. Not for model training, orchestration, or unrelated dataset questions.
skills/cdf-curation-and-retrieval/SKILL.md
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- Last checked
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- Repository last updated
- Nov 6, 2026
- License
- Apache-2.0
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- agent-skills Repository topic
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- cuda Repository topic
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- llm Repository topic
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- data-curation Declared skill tag
- dataset-retrieval Declared skill tag
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BENCHMARK.mddoc · 9,030 bytesSKILL.mdcore · 18,699 bytesSKILL.mdcore · 18,699 bytesSKILL.mdcore · 18,699 bytesSKILL.mdcore · 18,699 bytesevals/evals.jsonasset · 13,602 bytesreferences/calibration-config.mddoc · 17,078 bytesreferences/capabilities.mddoc · 3,887 bytesreferences/configuration-decision-tree.mddoc · 12,318 bytesreferences/context-understanding.mddoc · 13,235 bytesreferences/cosmos-curator.mddoc · 14,927 bytesreferences/cosmos-dataset-search.mddoc · 7,366 bytesreferences/curation-retrieval-workflow.mddoc · 4,046 bytesreferences/data-mining.mddoc · 11,386 bytesreferences/distribution-analysis.mddoc · 4,690 bytesreferences/distribution-aware-curation.mddoc · 17,664 bytesreferences/ffmpeg-sidecar.mddoc · 3,774 bytesreferences/gotchas.mddoc · 3,206 bytesreferences/image-curation.mddoc · 11,908 bytesreferences/kpi-metrics.mddoc · 3,788 bytesreferences/restrictive-curation.mddoc · 14,164 bytesreferences/running-pipelines.mddoc · 14,283 bytesreferences/sam3-config.mddoc · 3,122 bytesreferences/video-curation.mddoc · 20,010 bytesreferences/video-lake-curation.mddoc · 8,521 bytesskill-card.mddoc · 6,494 bytesskill.oms.sigasset · 9,269 bytes
Read excerpt
# CDF Curator Operator Skill
GPU-accelerated video and image curation via NVIDIA Cosmos Curator inside
**Cosmos Data Factory — Curation and Retrieval**
(`cdf-curation-and-retrieval`). This skill is a short Curator index.
Embedding handoff boundaries live in
[data-mining.md](references/data-mining.md) and
[curation-retrieval-workflow.md](references/curation-retrieval-workflow.md);
mining execution is `make help` and the repository cookbooks.
- **Video**: `split`, `dedup`, `shard`.
- **Image**: `annotate` (load → filter → embed → caption → write).
- **Handoff**: Curator IV2 or CE1 parquet that downstream mining can consume.
See [data-mining.md](references/data-mining.md) and