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Paidf Curation And Retrieval

Category: Engineering  ·  Sub-category: backend  ·  Last updated:
Use when operating PAIDF Curation and Retrieval or NVIDIA Cosmos Curator pipelines (split, filter, caption, embed, dedup, shard, image annotate) or PAIDF Data Mining nearest-neighbor matching on Curator embeddings. Activate for Make or CLI pipeline config, GPU run preflight, FFmpeg sidecar, SAM3 keys, or Curator-to-TAO handoff. Do not use for generic ETL, vector-database RAG, model training, orchestration, or embeddings outside Cosmos Curator and PAIDF Data Mining.
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From the source SKILL.md

GPU-accelerated video and image curation via NVIDIA Cosmos Curator inside Physical AI Data Factory — Curation and Retrieval (paidf-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.

What this skill does

Paidf Curation And Retrieval is a community-contributed Claude Code skill in the backend sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/paidf-curation-and-retrieval/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when operating PAIDF Curation and Retrieval or NVIDIA Cosmos Curator pipelines (split, filter, caption, embed, dedup, shard, image annotate) or PAIDF Data Mining nearest-neighbor matching on Curator embeddings. Activate for Make or CLI pipeline config, GPU run preflight, FFmpeg sidecar, SAM3 keys, or Curator-to-TAO handoff.

Who uses this skill

The Paidf Curation And Retrieval Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 211,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/paidf-curation-and-retrieval
curl -L https://claudskills.com/skills/paidf-curation-and-retrieval/SKILL.md \
  -o ~/.claude/skills/paidf-curation-and-retrieval/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/paidf-curation-and-retrieval/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/paidf-curation-and-retrieval/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\paidf-curation-and-retrieval\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the Paidf Curation And Retrieval Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/paidf-curation-and-retrieval/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Paidf Curation And Retrieval skill do?
Use when operating PAIDF Curation and Retrieval or NVIDIA Cosmos Curator pipelines (split, filter, caption, embed, dedup, shard, image annotate) or PAIDF Data Mining nearest-neighbor matching on Curator embeddings. Activate for Make or CLI pipeline config, GPU run preflight, FFmpeg sidecar, SAM3 keys, or Curator-to-TAO handoff. Do not use for generic ETL, vector-database RAG, model training, orchestration, or embeddings outside Cosmos Curator and PAIDF Data Mining.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Paidf Curation And Retrieval skill?
Use Paidf Curation And Retrieval when your Claude Code task falls under the Engineering category — specifically in the backend area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Paidf Curation And Retrieval" or describe the task and let Claude pick). Browse related skills at /category/engineering/.
What is a Claude Code skill and how does the Paidf Curation And Retrieval skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Paidf Curation And Retrieval is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
NVIDIA. (2026). Paidf Curation And Retrieval [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/paidf-curation-and-retrieval/
BibTeX
@misc{paidf-curation-and-retrieval-2026,
  author    = {NVIDIA},
  title     = {Paidf Curation And Retrieval [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/paidf-curation-and-retrieval/}
}

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Grade A · scanned 2026-10-25 — free static scan against the OWASP Agentic Skills Top 10.

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