cqlib-kernel skillA
cqlib-kernel is agent-read markdown (skill) from xi-zhao/openquantum: 用固定 cqlib-qml 执行角度编码核与 QSVM，解释输入语义、独立数值对照、成本与科学边界。.
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.
What the file says
# cqlib-qml 先在设置中心按需启用 `cqlib_kernel_local`，准备 Rust 构建环境。明确给出 trainX/trainY、testX 及可选 testY，再调用 `fit_cqlib_angle_kernel`。不从全数据拟合缩放或选择划分；所有实特征按弧度使用，实际编码为 RY(2x)。 报告真实 SDK 核与独立 ∏cos²(x−y) 对照，区分无 jitter 的 fidelity Gram 与上游训练时的 1e-8 对角 jitter；同时给解析核分类和同数据 RBF baseline。该核可经典解析，不宣称量子优势。只开放 classical angle 核，不开放 signed amplitude、共享参数 parameter-shift、VQC 或 swap test。若用户要求这些路径，解释上游当前缺陷，不能暗中用不同算法替代。 资源由用户选择，通过 `execution.timeoutMs`、`maxOutputBytes`、`threads` 控制进程；首调可能物化锁定环境，因此完整调用为 workspace-write。不要把执行成功或参考相符写成最终科学验收。安装、来源与示例见 [候选库接入说明](../../../docs/integrations/CANDIDATE_LIBRARIES.md)。
Read the whole file at its exact version.
How to install
mdr add xi-zhao/openquantum/cqlib-kernel@git:20260920.c209723mdr add xi-zhao/openquantum/cqlib-kernel@sha256:36cce327150f6b3ePin 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_skmgl7whqwvxig5y)
1 badge views in 30 days
Versions
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1230 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
xi-zhao/openquantum · 69 stars · license MIT · pushed 2026-09-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_skmgl7whqwvxig5y GET https://markdownregistry.com/api/v1/resolve?ref=xi-zhao/openquantum/cqlib-kernel GET https://markdownregistry.com/api/v1/blob/36cce327150f6b3e25d7a7b342b5d52514bcca618613773c5e841e0a06337c52
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.