oqupy-dynamics SKILL.md skillA
oqupy-dynamics 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/oqupy-dynamics@git:20261012.5ce3b3ePins git:20261012.5ce3b3e 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/oqupy-dynamics/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261012.5ce3b3e, committed Oct 12, 2026
- First version recorded
- Sep 14, 2026
- Size
- 2,857 bytes
- Repository stars
- 71
- License
- MIT
使用 OQuPy TEMPO 求解Ohmic spin-boson 非马尔可夫动力学，解释时间步长、环境记忆和张量截断对结果的影响。.
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
# OQuPy 环境记忆动力学 <!-- BEGIN NATIVE SDK ACCESS --> ## 原生 SDK 路径 本能力同时支持 **OQuPy 的原生公开 API**。用户需要 自定义 System、Bath、相关函数、TEMPO、process tensor 与控制 时，由 Agent 在固定依赖环境中编写和运行任务代码，不限于下文便捷 Tool 的预设模型。 使用 `node scripts/sdk-access.mjs inspect oqupy-dynamics` 定位环境，按[完整 SDK 工作流](../quantum-sdk-workbench/references/workflow.md)执行。模块导航：`oqupy`；导航不是 API 白名单。 下文关于模型、门集、输入与预算的限制描述便捷 Tool 的合同；原生 SDK 另受上游版本、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 --> 调用 Harness 注册的 `oqupy_local.simulate_oqupy_spin_boson`。用于需要环境记忆的两能级模型；纯 Markovian Lindblad 参数扫描可使用 Dynamiqs。 模型为 `H=(tunneling X+bias Z)/2`，系统与环境的耦合算符为 `Z/2`，`J(w)=2 alpha w exp(-w/cutoff)`，`hbar=kB=1`。初态是用户所选计算基态/激发态/plus 与热 Gaussian bath 的因子化状态；这些标签不是相互作用系统的平衡态。 - 先明确频率、温度和时间的同一单位体系。步数、环境记忆步数、耦合强度和时长由输入决定；记忆步数不能超过演化步数。 - `memoryTime = memorySteps * duration / steps`。减小时间步长时要相应增大 memorySteps 才能保持同一物理记忆；若资源边界不允许，明确说明无法进行该收敛比较。 - 用独立的记忆长度扫描判断记忆截断影响，再看时间网格与 SVD 截断。固定 `epsrel=1e-7` 不是观测量误差上界。 - 读取 Bloch 轨迹、迹误差和最小本征值；有限记忆 TEMPO 不能自动宣称数值收敛、精确解或科学验收。 - 本能力为 L1，`scientificValidation=not_evaluated`。依赖须显式准备；计算可能写缓存；独立环境保留 OQuPy 所需 NumPy 1.x。 安装、范围和解析对照见 [接入说明](../../../docs/integrations/UNITARY_ECOSYSTEM.md)。 …
Read the whole file at its exact version.
How to install
mdr add xi-zhao/openquantum/oqupy-dynamics@sha256:49612e6a339212f2The line at the top of this page pins the label git:20261012.5ce3b3e, 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_umnpk4bg7nx5kgut)
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Versions
The registry has recorded 5 versions of this file, between Sep 14, 2026 and Oct 12, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261012.5ce3b3e latest | 2026-10-12 | 5ce3b3e | 2,857 B | A | view · diff |
| git:20260924.1dc6767 | 2026-09-24 | 1dc6767 | 2,027 B | A | view · diff |
| git:20260914.0f1d7a8 | 2026-09-14 | 0f1d7a8 | 1,782 B | A | view · diff |
| git:20260914.cc4fa9e | 2026-09-14 | cc4fa9e | 1,870 B | A | view · diff |
| git:20260914.b5338c7 | 2026-09-14 | b5338c7 | 1,528 B | A | view |
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 (2857 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 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_umnpk4bg7nx5kgut GET https://markdownregistry.com/api/v1/resolve?ref=xi-zhao/openquantum/oqupy-dynamics GET https://markdownregistry.com/api/v1/blob/49612e6a339212f26178152e4635b01d7afa2e511c952c95d869d93cdd3aee9f
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.