qzcli skillB
qzcli is agent-read markdown (skill) from wanshuiyin/auto-claude-code-research-in-sleep: Manage GPU compute jobs on the Qizhi (启智) platform using qzcli — a kubectl-style CLI tool. Use when user says "qzcli", "启智平台", "submit job", "stop job", "查计算组", "avail", "list jobs", "batch submit", or needs to manage distributed training jobs on a Qizhi instance..
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
mdr add wanshuiyin/auto-claude-code-research-in-sleep/qzcli@git:20260713.e67ae16mdr add wanshuiyin/auto-claude-code-research-in-sleep/qzcli@sha256:328953e6e4a21f8aPin 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.
[](https://markdownregistry.com/a/art_nuq2kq5qkgml5hr4)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260713.e67ae16 latest | 2026-07-13 | e67ae16 | 7,947 B | B | view · diff |
| git:20260702.569dd51 | 2026-07-02 | 569dd51 | 7,945 B | B | view · diff |
| git:20260427.0aec5ea | 2026-04-27 | 0aec5ea | 7,515 B | B | view |
Audit of the latest version
- fail: No instruction to read or print local credentials (matched: cat > ~/.qzcli/.env)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7947 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 base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
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_nuq2kq5qkgml5hr4 GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/auto-claude-code-research-in-sleep/qzcli GET https://markdownregistry.com/api/v1/blob/328953e6e4a21f8a38e979f9729818721af387724b799cb7cc96e072d0012d2f
Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.