ascendc-operator-performance-optim

ascendc-operator-performance-optim is a Runtime diagnostics & profiling skill for AI agents, published by kali20gakki in the msAgent repository on GitHub. Skillspace rates ascendc-operator-performance-optim C (74/100) and it passed the safety scan; the rating is based on static analysis only.

基于 msprof op 工具的端到端 Ascend NPU 算子性能调优技能。当用户提供算子源码目录，并要求使用 msprof op 完成从性能采集、瓶颈分析、代码优化到优化效果验证的完整闭环时，必须使用此 skill。典型触发词包括"端到端调优"、"代码优化"、"msprof op 调优"、"完整调优"、"性能优化闭环"、"端到端"、"调优全流程"。此 skill 自动执行：编译运行 → msprof op 上板/仿真性能采集 → 瓶颈诊断 → 代码优化 → 重新采集 → 优化前后性能对比。注意：此 skill 专门使用 msprof op 工具进行性能采集和分析，覆盖 msot-msopprof-operator-profiler（纯分析），并额外包含编译运行和性能采集的自动化流程。

Grade
C
Quality
74 / 100
Safety
Passed
GitHub stars
30

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 GitHubkali20gakki/msAgent

Our review

Architecture
88 / 100
Maturity
Structured: ships references or scripts
Security scan
No issues found
License
MulanPSL-2.0
Adoption
Adopted by 0 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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