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

experiment-queue skillA

experiment-queue is agent-read markdown (skill) from wanshuiyin/auto-claude-code-research-in-sleep: SSH job queue for multi-seed/multi-config ML experiments with OOM-aware retry, stale-screen cleanup, and wave-transition race prevention. Use when user says "batch experiments", "队列实验", "run grid", "multi-seed sweep", "auto-chain experiments", or when /run-experiment is insufficient for 10+ jobs that need orchestration..

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/experiment-queue@git:20260810.6be7b60
Exact content
mdr add wanshuiyin/auto-claude-code-research-in-sleep/experiment-queue@sha256:3a66fbd5f7684d32

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_lti65glxrcuhlzae.svg)](https://markdownregistry.com/a/art_lti65glxrcuhlzae)

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Versions

versioncommittedcommitsizeaudit
git:20260810.6be7b60 latest2026-08-10 6be7b60 16,375 BA view · diff
git:20260713.e67ae162026-07-13 e67ae16 15,858 BA view · diff
git:20260710.c3f98132026-07-10 c3f9813 15,856 BA view · diff
git:20260702.569dd512026-07-02 569dd51 15,821 BA view · diff
git:20260702.0b5ddb92026-07-02 0b5ddb9 15,469 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 (16375 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

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_lti65glxrcuhlzae
GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/auto-claude-code-research-in-sleep/experiment-queue
GET https://markdownregistry.com/api/v1/blob/3a66fbd5f7684d3279bb91eb5d4ec64245f86da3ba507a7b60e357c7d8dfd00f

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