yuecao365/offercome · src/lib/mock-interviews/skills/ml-pytorch/SKILL.md

ml-pytorch skillA

ml-pytorch is agent-read markdown (skill) from yuecao365/offercome: PyTorch 栈特有出题：自动求导、训练循环、数据管道、分布式训练、混合精度与性能剖析。简历或岗位出现 PyTorch、深度学习训练时加载；通用 ML 题在 parent 包 machine-learning 里。.

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 yuecao365/offercome/ml-pytorch@git:20260908.a2a662c
Exact content
mdr add yuecao365/offercome/ml-pytorch@sha256:03e7d7fdbe2ca2a5

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_byip2xkr6eoaneg6.svg)](https://markdownregistry.com/a/art_byip2xkr6eoaneg6)

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Versions

versioncommittedcommitsizeaudit
git:20260908.a2a662c latest2026-09-08 a2a662c 14,020 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 (14020 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

yuecao365/offercome · 22 stars · license MIT · pushed 2026-09-10 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_byip2xkr6eoaneg6
GET https://markdownregistry.com/api/v1/resolve?ref=yuecao365/offercome/ml-pytorch
GET https://markdownregistry.com/api/v1/blob/03e7d7fdbe2ca2a5cc19b159ee4e4cd9dbc929274e4124ce9b5ef8c22951ffa9