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Tao Prepare Anomalygennext Inputs

Category: Product  ·  Sub-category: product-misc  ·  Last updated:
Prepare normalized object-detection false negatives, source masks, and clean-image embedding inputs for AnomalyGenNext. Use when turning box-level FN gaps into a frozen, pair-preserving preparation plan. Do not use for training or generation.
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From the source SKILL.md

The first action freezes eligible false-negative identities, isolates each FN mask to its bounding box, selects one deterministic same-type mask, and emits the clean and FN embedding specs. The second action consumes those embedding results, preserves every FN-to-clean pair, and runs native automatic mask placement (AMP) from the AnomalyGenNext container. The final action accepts only pairs for which both mask branches passed AMP, then freezes the exact generation inputs and their hashes.

What this skill does

Tao Prepare Anomalygennext Inputs is a community-contributed Claude Code skill in the product-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/tao-prepare-anomalygennext-inputs/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when turning box-level FN gaps into a frozen, pair-preserving preparation plan. Do not use for training or generation.

Who uses this skill

The Tao Prepare Anomalygennext Inputs Claude Code skill is built for product managers, product designers, and cross-functional teams planning, shipping, and measuring product features. 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-prepare-anomalygennext-inputs
curl -L https://claudskills.com/skills/tao-prepare-anomalygennext-inputs/SKILL.md \
  -o ~/.claude/skills/tao-prepare-anomalygennext-inputs/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/tao-prepare-anomalygennext-inputs/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/tao-prepare-anomalygennext-inputs/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\tao-prepare-anomalygennext-inputs\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 Tao Prepare Anomalygennext Inputs Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/tao-prepare-anomalygennext-inputs/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Tao Prepare Anomalygennext Inputs skill do?
Prepare normalized object-detection false negatives, source masks, and clean-image embedding inputs for AnomalyGenNext. Use when turning box-level FN gaps into a frozen, pair-preserving preparation plan. Do not use for training or generation.
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 Prepare Anomalygennext Inputs skill?
Use Tao Prepare Anomalygennext Inputs when your Claude Code task falls under the Product category — specifically in the product misc 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 Prepare Anomalygennext Inputs" or describe the task and let Claude pick). Browse related skills at /category/product/.
What is a Claude Code skill and how does the Tao Prepare Anomalygennext Inputs 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 Prepare Anomalygennext Inputs is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Product 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). Tao Prepare Anomalygennext Inputs [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/tao-prepare-anomalygennext-inputs/
BibTeX
@misc{tao-prepare-anomalygennext-inputs-2026,
  author    = {NVIDIA},
  title     = {Tao Prepare Anomalygennext Inputs [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/tao-prepare-anomalygennext-inputs/}
}

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

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