Summary
基于 PyTorch 框架的昇腾 NPU 模型推理运行时错误诊断与修复技能。系统化排查模型加载、初始化、推理执行全链路的运行时错误，包括 aicore timeout、HCCL 通信错误、OOM、算子约束违反、推理卡住等。触发场景：NPU 运行时错误（RuntimeError、aicore timeout…
ascend-ai-coding/awesome-ascend-skills
external-cannbot-model-model-infer-runtime-debug
基于 PyTorch 框架的昇腾 NPU 模型推理运行时错误诊断与修复技能。系统化排查模型加载、初始化、推理执行全链路的运行时错误，包括 aicore timeout、HCCL 通信错误、OOM、算子约束违反、推理卡住等。触发场景：NPU 运行时错误（RuntimeError、aicore timeout 507014、HCCL timeout、device synchronize 失败、kernel crash、EZ9999/EE9999 错误码）、推理过程卡住不返回、权重加载阶段 crash、模型加载成功但 forward 失败、分布式推理某些 rank 挂死等。
Installation
$
npx skills add https://github.com/ascend-ai-coding/awesome-ascend-skills
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npx skills add https://github.com/ascend-ai-coding/awesome-ascend-skills
More details
Agent compatibility
Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.
Claude Code
Not declared
Cursor
Not declared
Codex
Not declared
GitHub Copilot
Not declared
Windsurf
Not declared
Gemini CLI
Not declared
Cline
Not declared
OpenCode
Not declared
Repository health
Stars
168
Default branch
main
Open issues
14
Status
Active
History
- First seen on skills.sh
- First recorded snapshot · 2 installs