Physical AI Defect Image Generation

Q: What is a Claude Code skill and how does the Physical AI Defect Image Generation 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. Physical AI Defect Image Generation is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Content category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Content · Sub-category: image-design · Last updated: 2026-06-04

Use when the user wants to orchestrate defect image generation, run associated setup, or handle outputs on OSMO. The Day 0 path handles cold-start with USD-to-ROI, image-edit augmentation, and AnomalyGen to create initial PCBA datasets. The Day 1 path performs inference and labeling on real images. This skill helps with first-time asset setup, creation of finetuning checkpoints, and configuring deployment.

About this skill (catalog notes)

Physical AI Defect Image Generation includes at least one code block. At roughly 2,235 words the SKILL.md is on the longer end of the catalog distribution.

Source: docs.nvidia.com/skills
Original author: NVIDIA
Indexed lastmod: 2026-06-04
Catalog position: Content · image-design
Indexed related skills: 10

How Physical AI Defect Image Generation fits the catalog

Physical AI Defect Image Generation sits in the Content category under the image-design sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

What this skill does

Physical AI Defect Image Generation is a community-contributed Claude Code skill in the image-design sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/physical-ai-defect-image-generation/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when the user wants to orchestrate defect image generation, run associated setup, or handle outputs on OSMO. The Day 0 path handles cold-start with USD-to-ROI, image-edit augmentation, and AnomalyGen to create initial PCBA datasets.

Who uses this skill

The Physical AI Defect Image Generation Claude Code skill is built for content creators, marketers, copywriters, SEO professionals, and editorial teams. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 116,000+ 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/physical-ai-defect-image-generation
curl -L https://claudskills.com/skills/physical-ai-defect-image-generation/SKILL.md \
  -o ~/.claude/skills/physical-ai-defect-image-generation/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/physical-ai-defect-image-generation/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/physical-ai-defect-image-generation/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\physical-ai-defect-image-generation\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 Physical AI Defect Image Generation Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/physical-ai-defect-image-generation/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Physical AI Defect Image Generation 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 Physical AI Defect Image Generation skill?

Use Physical AI Defect Image Generation when your Claude Code task falls under the Content category — specifically in the image design 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 Physical AI Defect Image Generation" or describe the task and let Claude pick). Browse related skills at /category/content/.

What is a Claude Code skill and how does the Physical AI Defect Image Generation 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. Physical AI Defect Image Generation is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Content category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/NVIDIA/skills/blob/HEAD/skills/physical-ai-defect-image-generation/SKILL.md
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). Physical AI Defect Image Generation [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/physical-ai-defect-image-generation/

BibTeX

@misc{physical-ai-defect-image-generation-2026,
  author    = {NVIDIA},
  title     = {Physical AI Defect Image Generation [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/physical-ai-defect-image-generation/}
}

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