vector-triton-ascend-ops-optimizer
vector-triton-ascend-ops-optimizer is an MLOps & model serving skill for AI agents, published by Ascend in the agent-skills repository on GitHub. Skillspace rates vector-triton-ascend-ops-optimizer D (67/100) and it passed the safety scan; the rating is based on static analysis only.
昇腾（Ascend） NPU 上 Triton 算子深度性能优化技能（Skill），致力于实现用户要求的 Triton 算子性能提升。核心技术包括但不限于 Unified Buffer (UB) 容量规划、多 Tokens 并行处理、MTE/Vector 流水并行、mask（掩码）优化等。当用户提及以下内容时，务必触发此技能（Skill）：昇腾（Ascend）NPU 上 Vector 类 Triton 算子性能优化。
- Grade
- D
- Quality
- 67 / 100
- Safety
- Passed
- GitHub stars
- 27
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
- 94 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- Low-risk patterns
- License
- MulanPSL-2.0
- Adoption
- Adopted by 1 other repositories, in 1 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
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