daocloud/daocloud-skills · skills/container-management-gpu-bottleneck-analysis/SKILL.md

container-management:gpu-bottleneck-analysis skillA

container-management:gpu-bottleneck-analysis is agent-read markdown (skill) from daocloud/daocloud-skills: Use when a user asks to analyze GPU pool or GPU cluster capacity, predict bottlenecks under traffic, QPS, or inference load growth, or choose between scaling, throttling, and routing changes. Also use for Chinese requests about GPU 池/集群容量、流量上涨、QPS 增长、推理负载增长、哪个 GPU 池先成为瓶颈、是否扩容/限流/改路由. Example prompts include "如果今晚流量上涨 30%，哪个 GPU 池会先成为瓶颈？", "建议扩容、限流还是改路由？", "which GPU pool will bottleneck first", and "what if traffic increases by X%"..

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 daocloud/daocloud-skills/container-management:gpu-bottleneck-analysis@git:20260918.2022c1e
Exact content
mdr add daocloud/daocloud-skills/container-management:gpu-bottleneck-analysis@sha256:6d35207791fcc24c

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_osilbkmoqfjmql37.svg)](https://markdownregistry.com/a/art_osilbkmoqfjmql37)

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Versions

versioncommittedcommitsizeaudit
git:20260918.2022c1e latest2026-09-18 2022c1e 24,742 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 (24742 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

daocloud/daocloud-skills · 13 stars · license none · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_osilbkmoqfjmql37
GET https://markdownregistry.com/api/v1/resolve?ref=daocloud/daocloud-skills/container-management:gpu-bottleneck-analysis
GET https://markdownregistry.com/api/v1/blob/6d35207791fcc24cf4186c5f254f4e4392b1b1b8f8b0d5219c3fc784d6bea324