fastmonai-upstream-guide
OfficialGuide upstream patterns for fastMONAI development.
AuthorMMIV-ML
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill helps engineers ensure fastMONAI implementations align with upstream library patterns by consulting MONAI, TorchIO, and nnU-Net documentation and sources during development.
Core Features & Use Cases
- Upstream alignment guidance: Verify transform wrappers, metric signatures, and training workflows follow upstream conventions.
- Documentation-first approach: Retrieve and compare official docs and source code to inform design decisions for new transforms, losses, and preprocessing pipelines.
- Consistent patterns across projects: Helps keep fastMONAI components in line with MONAI, TorchIO, and nnU-Net patterns.
Quick Start
Consult MONAI, TorchIO, and nnU-Net docs and raw sources to map fastMONAI components to upstream conventions before implementing a new transform, loss, or metric.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: fastmonai-upstream-guide Download link: https://github.com/MMIV-ML/fastMONAI/archive/main.zip#fastmonai-upstream-guide Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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