neuron-nki-writing
neuron-nki-writing is an MLOps & model serving skill for AI agents, published by aws-neuron in the neuron-agentic-development repository on GitHub. Skillspace rates neuron-nki-writing C (72/100) and it passed the safety scan; the rating is based on static analysis only.
Guide for writing and modifying NKI kernels. Covers new kernel creation from PyTorch/NumPy/natural language, editing existing kernels, adding shape/dtype support, refactoring tiling strategies, and implementing new features in NKI code. Use when user says "write NKI kernel", "convert PyTorch to NKI", "translate numpy to NKI", "create NKI kernel", "implement in NKI", "NKI version of", "how to write NKI kernel", "add support for <shape/dtype>", "modify this NKI kernel", "extend kernel to handle", "refactor tiling", "change tile size", "add batch dimension", "support variable length", "fix this kernel logic", "update kernel for gen4", or needs NKI API guidance for kernel changes.
- Grade
- C
- Quality
- 72 / 100
- Safety
- Passed
- GitHub stars
- 41
Unproven: rated by static analysis only, not yet compared head-to-head.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 84 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- No issues found
- License
- Apache-2.0
- Adoption
- Adopted by 1 other repositories, in 0 collections
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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