kernel-verifier

kernel-verifier is an Integration & environment testing skill for AI agents, published by mindspore-ai in the akg repository on GitHub. Skillspace rates kernel-verifier D (60/100) and it passed the safety scan; the rating is based on static analysis only.

算子代码验证 Skill — 静态代码检查 + 精度对比验证。 包含两阶段验证：先做零成本静态检查（语法、编译、import、DSL 合规性）， 通过后再对比框架实现与生成实现的输出一致性。 支持多框架（torch / mindspore）、多后端（cuda / ascend / cpu）。

Grade
D
Quality
60 / 100
Safety
Passed
GitHub stars
255

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

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
82 / 100
Maturity
Structured: ships references or scripts
Security scan
Low-risk patterns
License
Apache-2.0
Adoption
Adopted by 1 other repositories, in 0 collections

What the scanner flagged

  • mentions secrets in text

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

Better-rated skills in Integration & environment testing

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