ClaudSkills / Engineering / architecture

Nnunet Segmentation

Quality score: 70/100  ·  Category: Engineering  ·  Sub-category: architecture
Medical image segmentation with nnU-Net's self-configuring framework — auto-selects architecture, preprocessing, training for any modality. CT, MRI, microscopy, ultrasound in 2D, 3D full-res, 3D low-res, cascade. Pipeline: convert → plan/preprocess → train (5-fold CV) → best config → predict → ensemble. Use when classical segmentation fails and annotated data exists.

What this skill does

Nnunet Segmentation is a production-ready Claude Code skill (quality score 70/100) in the architecture sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/nnunet-segmentation/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when classical segmentation fails and annotated data exists.

Who uses this skill

The Nnunet Segmentation skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/nnunet-segmentation
curl -L https://claudskills.com/skills/nnunet-segmentation/SKILL.md \
  -o ~/.claude/skills/nnunet-segmentation/SKILL.md

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

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

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.

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

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