vllm-ascend-workspace/vllm-ascend-workspace · .agents/skills/ascend-tensor-dump/SKILL.md

ascend-tensor-dump skillA

ascend-tensor-dump is agent-read markdown (skill) from vllm-ascend-workspace/vllm-ascend-workspace: Capture and compare bounded intermediate tensor dumps on Ascend NPU to find the first stage where numbers diverge. Use when output is wrong, non-finite, or differs between two configurations and the divergence must be localized to a stage, layer, rank, or single operator, in eager or graph mode. Do not use for performance profiling, HBM attribution, debug case bookkeeping..

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-tensor-dump@git:20260912.5d83694
Exact content
mdr add vllm-ascend-workspace/vllm-ascend-workspace/ascend-tensor-dump@sha256:caa7d1f78bc8a9ce

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_utz3emxtumhuorqm.svg)](https://markdownregistry.com/a/art_utz3emxtumhuorqm)

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Versions

versioncommittedcommitsizeaudit
git:20260912.5d83694 latest2026-09-12 5d83694 2,736 BA view · diff
git:20260911.9f920632026-09-11 9f92063 2,404 BA view · diff
git:20260907.b67ddf02026-09-07 b67ddf0 8,993 BA view · diff
git:20260907.fb1cc122026-09-07 fb1cc12 7,868 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 (2736 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_utz3emxtumhuorqm
GET https://markdownregistry.com/api/v1/resolve?ref=vllm-ascend-workspace/vllm-ascend-workspace/ascend-tensor-dump
GET https://markdownregistry.com/api/v1/blob/caa7d1f78bc8a9ce7d9cca4b0dec35fa823123fccdafa34b19015057122191d4