wanshuiyin/auto-claude-code-research-in-sleep · skills/run-experiment/SKILL.md

run-experiment skillB

run-experiment is agent-read markdown (skill) from wanshuiyin/auto-claude-code-research-in-sleep: Deploy and run ML experiments on local, remote, Vast.ai, or Modal serverless GPU. Use when user says "run experiment", "deploy to server", "跑实验", or needs to launch training jobs..

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 wanshuiyin/auto-claude-code-research-in-sleep/run-experiment@git:20260713.e67ae16
Exact content
mdr add wanshuiyin/auto-claude-code-research-in-sleep/run-experiment@sha256:4d481ce95d8bcadb

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_izvmb45qih6k4kxx.svg)](https://markdownregistry.com/a/art_izvmb45qih6k4kxx)

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Versions

versioncommittedcommitsizeaudit
git:20260713.e67ae16 latest2026-07-13 e67ae16 12,848 BB view · diff
git:20260702.569dd512026-07-02 569dd51 12,421 BB view · diff
git:20260702.e31a6b02026-07-02 e31a6b0 12,846 BB view · diff
git:20260529.8d269582026-05-29 8d26958 11,833 BB view · diff
git:20260403.8d9e38d2026-04-03 8d9e38d 11,840 BB view

Audit of the latest version

B  16 of 17 checks passed. Deterministic, no model, same answer every run.
  • fail: No script tag (matched: <script)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (12848 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

Source

GitHub

wanshuiyin/auto-claude-code-research-in-sleep · 16,275 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_izvmb45qih6k4kxx
GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/auto-claude-code-research-in-sleep/run-experiment
GET https://markdownregistry.com/api/v1/blob/4d481ce95d8bcadb93b095c3dd9bda51d68b6edea6b710316d6c0c74bb5bcfa8

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.