kernel-designer

kernel-designer is an MLOps & model serving skill for AI agents, published by mindspore-ai in the akg repository on GitHub. Skillspace rates kernel-designer D (59/100) and it passed the safety scan; the rating is based on static analysis only.

算子算法草图设计 Skill — 负责根据任务需求设计高质量的算法草图（sketch），提供伪代码形式的算法方案、优化建议和实现策略。 支持多种 DSL：triton_cuda、triton_ascend、cpp、cuda_c、tilelang_cuda、pypto。 支持 Hint 模式（参数空间配置）。

Grade
D
Quality
59 / 100
Safety
Passed
GitHub stars
255

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.

View source on GitHubmindspore-ai/akg

Our review

Architecture
84 / 100
Maturity
Basic: a single SKILL.md
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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