arm-cpu-optimize
arm-cpu-optimize is an MLOps & model serving skill for AI agents, published by alibaba in the MNN repository on GitHub. Skillspace rates arm-cpu-optimize C (71/100) and it passed the safety scan; the rating is based on static analysis only.
MNN ARM CPU 算子和低 bit kernel 性能优化。重点覆盖正确性基线、C++ 标量 oracle、C++ SIMD 模拟、寄存器规划、ARM 汇编实现、dispatch/pack 集成、模型级回归和 roofline 性能分析。
- Grade
- C
- Quality
- 71 / 100
- Safety
- Passed
- GitHub stars
- 15,658
Unproven: rated by static analysis only, not yet compared head-to-head.
Not launch-quality. It is graded C with a clean safety verdict, but our quality filters exclude it: a model that read it found it written only for the repository it lives in. So it is not in our launch-quality set, the skills our MCP server searches and recommends. How launch-quality is decided
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 94 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- No issues found
- License
- Apache-2.0
- Adoption
- Adopted by 0 other repositories, in 0 collections
- Scope
- Repo-internal: written for the repository it lives in. Explicitly for optimizing MNN's own ARM kernels/source directories.
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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