vllm-ascend-performance-regression · diff

git:20260908.b45d86b to git:20260910.55adacd

6 added, 13 removed. Audit C to A.

-

---

- name: vllm-ascend-performance-regression

- description: Plan, record, and analyze controlled baseline-versus-candidate vLLM Ascend serving performance experiments with isolated sessions, identical non-code configuration, alternating A/B order, warmup exclusion, variance and outlier reporting, and metric-specific regression thresholds. Use for throughput, TTFT, TPOT, ITL, acceptance-rate, startup-time, or HBM regression checks. Do not use for correctness, single-state measurement, HBM component attribution, or profiling root-cause analysis.

+ name: "vllm-ascend-performance-regression"

+ description: "Plan, record, and analyze controlled baseline-versus-candidate vLLM Ascend serving performance experiments with isolated sessions, identical non-code configuration, alternating A/B order, warmup exclusion, variance and outlier reporting, and metric-specific regression thresholds. Use for throughput, TTFT, TPOT, ITL, acceptance-rate, startup-time, or HBM regression checks. Do not use for correctness, single-state measurement, HBM component attribution, or profiling root-cause analysis."

---

- # vLLM Ascend Performance Regression

- Canonical skill source:

- `.agents/skills/vllm-ascend-performance-regression/SKILL.md`

+

- Before using this skill:

+ # vLLM Ascend Performance Regression

- 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 `remote-dev <hyphen-tool> ...` or `uv run remote-dev <hyphen-tool> ...`) 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.

+ Read `.agents/skills/vllm-ascend-performance-regression/SKILL.md` and only the references needed

+ for the current task. The canonical skill owns the workflow.