vllm-ascend-benchmark git:20260907.d8f53f9C

Immutable. This exact content is served forever at /api/v1/blob/1384820ac4b8c2d8.

<!-- Generated Claude Code shim from .agents/skills/vllm-ascend-benchmark/SKILL.md. Do not edit. -->
---
name: vllm-ascend-benchmark
description: Run vLLM online-serving benchmarks on a workspace-managed remote container. Use for requests like "跑个 benchmark", "对比性能", "压测一下", "测下吞吐", or "看下有没有性能回退". Do not use for accuracy tests, nightly CI matrix runs, offline inference, or service-only lifecycle.
---

# vLLM Ascend Benchmark

Canonical skill source:

`.agents/skills/vllm-ascend-benchmark/SKILL.md`

Before using this skill:

1. Read the canonical skill file above.
2. Follow its routing rules, entrypoints, guardrails, and acceptance criteria.
3. Use the remote-dev companion tools (`remote_*` MCP tools; CLI fallback `python3 .agents/scripts/remote_dev.py tool <name> ...`) for ordinary remote endpoint read/edit/bash/search/patch work.
4. Use this Claude project skill only for the domain workflow described by the canonical source.