ClaudSkills / General / orchestration-frameworks

Tao Run Deft Aoi Cosmos3

Q: What is a Claude Code skill and how does the Tao Run Deft Aoi Cosmos3 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. Tao Run Deft Aoi Cosmos3 is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: General · Sub-category: orchestration-frameworks · Last updated: 2026-10-25

Run the disk-backed DEFT AOI improvement loop for NVIDIA Cosmos Reason 3 / Cosmos3 models, using Nano by default and Edge or Super when explicitly requested: evaluate the base model on Proxy and frozen Benchmark splits, mine real image pairs from Proxy gaps, generate AnomalyGen synthetic NG pairs, assemble a per-iteration Train JSON from both producers, train with Cosmos Framework LoRA SFT, and repeat through the selected platform's submit/status/logs/cancel contract. This migration supports bare labels only: the assistant response must be exactly OK or NG. Use for "run Cosmos3 DEFT AOI", "CR3 AOI loop", or "improve Cosmos3 PCB inspection with bare OK/NG"; do not use for rich/reasoning annotation, one-off Cosmos training, or generic anomaly generation.

Security AStatic scan found no risk patternsHow grading works ›

What this skill does

Tao Run Deft Aoi Cosmos3 is a community-contributed Claude Code skill in the orchestration-frameworks sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/tao-run-deft-aoi-cosmos3/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Tao Run Deft Aoi Cosmos3 Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. 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/tao-run-deft-aoi-cosmos3
curl -L https://claudskills.com/skills/tao-run-deft-aoi-cosmos3/SKILL.md \
  -o ~/.claude/skills/tao-run-deft-aoi-cosmos3/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/tao-run-deft-aoi-cosmos3/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/tao-run-deft-aoi-cosmos3/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\tao-run-deft-aoi-cosmos3\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 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.

See pricing → Download desktop app

Frequently asked questions

How do I install the Tao Run Deft Aoi Cosmos3 Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/tao-run-deft-aoi-cosmos3/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Tao Run Deft Aoi Cosmos3 skill do?

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 Tao Run Deft Aoi Cosmos3 skill?

Use Tao Run Deft Aoi Cosmos3 when your Claude Code task falls under the General category — specifically in the orchestration frameworks 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 Tao Run Deft Aoi Cosmos3" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the Tao Run Deft Aoi Cosmos3 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. Tao Run Deft Aoi Cosmos3 is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/NVIDIA/skills/blob/HEAD/skills/tao-run-deft-aoi-cosmos3/SKILL.md
License: Apache-2.0
Author: NVIDIA
Website: https://docs.nvidia.com/skills

Cite this skill

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

APA

NVIDIA. (2026). Tao Run Deft Aoi Cosmos3 [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/tao-run-deft-aoi-cosmos3/

BibTeX

@misc{tao-run-deft-aoi-cosmos3-2026,
  author    = {NVIDIA},
  title     = {Tao Run Deft Aoi Cosmos3 [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/tao-run-deft-aoi-cosmos3/}
}

Embed this skill

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Badge

[![ClaudSkills](https://claudskills.com/badge/tao-run-deft-aoi-cosmos3.svg)](https://claudskills.com/skills/tao-run-deft-aoi-cosmos3/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)

Security scan

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

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/tao-run-deft-aoi-cosmos3/#security)

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

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