vllm-ascend-workspace/vllm-ascend-workspace · .claude/skills/ascend-memory-profiling/SKILL.md

ascend-memory-profiling skillA

ascend-memory-profiling is agent-read markdown (skill) from vllm-ascend-workspace/vllm-ascend-workspace: Attribute vLLM serving HBM usage on Ascend to weights, KV cache, HCCL, activations and runtime using measured evidence. Use for 显存归因, 显存 profiling, or 内存各部分拆分. A quick current memory-usage or idle-card lookup uses the fleet monitor; kernel latency analysis uses profiling-analysis..

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-memory-profiling@git:20260911.0ddd029
Exact content
mdr add vllm-ascend-workspace/vllm-ascend-workspace/ascend-memory-profiling@sha256:22a329c580774768

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_v7lcntrwbi2abqm3.svg)](https://markdownregistry.com/a/art_v7lcntrwbi2abqm3)

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Versions

versioncommittedcommitsizeaudit
git:20260911.0ddd029 latest2026-09-11 0ddd029 625 BA view · diff
git:20260911.9f920632026-09-11 9f92063 761 BA view · diff
git:20260910.55adacd2026-09-10 55adacd 761 BA view · diff
git:20260908.b45d86b2026-09-08 b45d86b 1,146 BC view · diff
git:20260907.d8f53f92026-09-07 d8f53f9 1,130 BC 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 (625 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_v7lcntrwbi2abqm3
GET https://markdownregistry.com/api/v1/resolve?ref=vllm-ascend-workspace/vllm-ascend-workspace/ascend-memory-profiling
GET https://markdownregistry.com/api/v1/blob/22a329c58077476868bdcbadeb78c784859029d22e102e956f212254ce8c1795