catalyst-compilation SKILL.md skillA
catalyst-compilation from xi-zhao/openquantum is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add xi-zhao/openquantum/catalyst-compilation@git:20261013.efe0949Pins git:20261013.efe0949 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- xi-zhao/openquantum
- Path
.agents/skills/catalyst-compilation/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261013.efe0949, committed Oct 13, 2026
- Size
- 2,167 bytes
- Repository stars
- 71
- License
- MIT
使用 PennyLane Catalyst 的原生公开 API 完成qjit、混合程序、QNode、控制流、编译配置与梯度，支持用户自定义模型、程序与结果文件。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# PennyLane Catalyst <!-- BEGIN NATIVE SDK ACCESS --> ## 原生 SDK 路径 本能力使用 **PennyLane Catalyst 的原生公开 API**。用户需要 qjit、混合程序、QNode、控制流、编译配置与梯度 时，由 Agent 在固定依赖环境中编写和运行任务代码。 使用 `node scripts/sdk-access.mjs inspect catalyst-compilation` 定位环境，按[完整 SDK 工作流](../quantum-sdk-workbench/references/workflow.md)执行。模块导航：`catalyst`、`pennylane`；导航不是 API 白名单。 固定兼容的 PennyLane/JAX/编译栈。区分首次编译与后续执行耗时，缓存与静态参数进入记录；experimental API 不承诺跨版本兼容。 本入口复用宿主文件与代码工具，没有新增通用执行 Tool。原生 SDK 受上游版本、可选依赖、宿主资源与用户授权约束。已禁用或被拒绝的动作不能借代码路径绕过。执行状态和科研验收分别报告。 <!-- END NATIVE SDK ACCESS --> 固定兼容的 PennyLane/JAX/编译栈。区分首次编译与后续执行耗时，缓存与静态参数进入记录；experimental API 不承诺跨版本兼容。 按固定版本的公开文档和签名选择方法；输入、算法与资源预算由任务决定。该 Skill 通过[原生 SDK 工作台](../quantum-sdk-workbench/SKILL.md)和宿主代码工具执行自定义程序，没有新增通用执行服务或专用计算 Tool。 保留程序、输入、完整结果、依赖锁摘要和实际检查。原生 API 的执行不推导最终科学验收，`scientificValidation=not_evaluated`。 [上游源码与文档入口](https://github.com/PennyLaneAI/catalyst)。 ## 原生程序示例 [固定版本的可编辑程序](references/native-example.py)展示公开 API 的使用方式，参数与模型可按研究任务修改。先显式准备环境，再在独立任务目录运行，保留结果文件；示例检查不构成最终科学验收。
Read the whole file at its exact version.
How to install
mdr add xi-zhao/openquantum/catalyst-compilation@sha256:68357394ab4312e4The line at the top of this page pins the label git:20261013.efe0949, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_yug2bgle2cqezdr6)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 13, 2026.
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 (2167 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 · 71 stars · license MIT · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_yug2bgle2cqezdr6 GET https://markdownregistry.com/api/v1/resolve?ref=xi-zhao/openquantum/catalyst-compilation GET https://markdownregistry.com/api/v1/blob/68357394ab4312e4a4be7ee23579b5fddcb72a0e6b5345e4159cc4dfafb8a58c
Your AI assistant 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.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.