vllm-ascend-workspace/vllm-ascend-workspace · .agents/skills/ascend-profiling-collection/SKILL.md

ascend-profiling-collection skillA

ascend-profiling-collection is agent-read markdown (skill) from vllm-ascend-workspace/vllm-ascend-workspace: Collect one Ascend torch-profiler case end-to-end on a workspace-managed remote NPU container. Starts a profiled vLLM service, brackets a workload with /start_profile and /stop_profile, runs analyse() (db export by default), verifies the per-rank ascend_pytorch_profiler_*.db landed, and writes a manifest the analysis skill can consume. Use for requests like "采集 profiling", "torch profiler 跑一个 case", "采一份 profile 出来", "采 profiling 给我分析". Do not use for pure performance benchmarking, HBM/memory pr.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add vllm-ascend-workspace/vllm-ascend-workspace/ascend-profiling-collection@git:20260912.5d83694
Exact content
mdr add vllm-ascend-workspace/vllm-ascend-workspace/ascend-profiling-collection@sha256:39f8bc6408806fd8

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_5idxzqi5kxis472u.svg)](https://markdownregistry.com/a/art_5idxzqi5kxis472u)

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Versions

versioncommittedcommitsizeaudit
git:20260912.5d83694 latest2026-09-12 5d83694 2,170 BA view · diff
git:20260912.8f487fc2026-09-12 8f487fc 2,206 BA view · diff
git:20260911.9f920632026-09-11 9f92063 1,965 BA view · diff
git:20260910.55adacd2026-09-10 55adacd 19,391 BA view · diff
git:20260909.d4dffb82026-09-09 d4dffb8 19,392 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2170 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

vllm-ascend-workspace/vllm-ascend-workspace · 40 stars · license MIT · pushed 2026-09-13 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_5idxzqi5kxis472u
GET https://markdownregistry.com/api/v1/resolve?ref=vllm-ascend-workspace/vllm-ascend-workspace/ascend-profiling-collection
GET https://markdownregistry.com/api/v1/blob/39f8bc6408806fd892da781ea1985dd017e0ea05b017c6de54f95cff2ca8e644