mitiq-error-mitigation SKILL.md skillA
mitiq-error-mitigation 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/mitiq-error-mitigation@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/mitiq-error-mitigation/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261012.5ce3b3e, committed Oct 12, 2026
- First version recorded
- Sep 14, 2026
- Size
- 4,688 bytes
- Repository stars
- 71
- License
- MIT
使用固定 Mitiq 对电路运行 ZNE、REM、PEC、CDR 本地噪声实验，比较相同采样预算下的误差、方差和成本。.
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
# Mitiq 误差缓解实验 <!-- BEGIN NATIVE SDK ACCESS --> ## 原生 SDK 路径 本能力同时支持 **Mitiq / Cirq 的原生公开 API**。用户需要 用户 executor、缩放与拟合策略、ZNE、PEC、CDR、读出缓解 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 mitiq-error-mitigation` 定位环境，按[完整 SDK 工作流](../quantum-sdk-workbench/references/workflow.md)执行。模块导航：`mitiq`、`cirq`；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 --> 当用户要评估零噪声外推、读出误差校正、概率误差抵消或 Clifford 数据回归时使用本 Skill。 它负责选择实验和解释结果，计算由 `mitiq_local` 连接注册的 `run_mitiq_experiment` Tool 执行。 不要把 Mitiq 的其他算法、任意 SDK 电路、真实硬件或误差纠正解释为本 Tool 已提供的能力。 ## 选择与输入 - `zne`：在局域门噪声下比较全局折叠 `[1,3,5]` 与二阶 Richardson 外推；零噪声时也可能增加方差。 - `rem`：独立、对称读出翻转；设置 `readoutProbability`，两个校准设置计入缓解预算。门噪声可保留，REM 不消除它。 - `pec`：已知局域去极化噪声、理想补偿 Pauli；`pecSamples` 控制准概率电路抽样数。真实噪声表征成本尚未建模。 - `cdr`：所有非 Clifford 门必须为 `RZ`，且 observable 只含 `I/Z`。训练成本计入预算；全 Clifford 目标及退化训练会报错。 支持 `H/X/Y/Z/S/RZ/CX/CZ` 门；RZ angle 单位为弧度，targets 从 0 开始。 Pauli 字符串最左字符是 q0。终端测量基变换按理想操作处理；不接受路径、代码、凭据或云任务。 `depolarizingProbability` 是 Cirq 的 Pauli 错误概率 p，通道为 `(1-p)rho + p/3*(XrhoX+YrhoY+ZrhoZ)`，不能与 `rho -> (1-p)rho+pI/2` 的 p 混用。 …
Read the whole file at its exact version.
How to install
mdr add xi-zhao/openquantum/mitiq-error-mitigation@sha256:ca428c13ac4fda9aThe 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_iz5lfwibsbi6pofd)
3 badge image fetches in 30 days. What the badge shows.
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 | 4,688 B | A | view · diff |
| git:20260924.1dc6767 | 2026-09-24 | 1dc6767 | 3,835 B | A | view · diff |
| git:20260914.0f1d7a8 | 2026-09-14 | 0f1d7a8 | 3,567 B | A | view · diff |
| git:20260914.cc4fa9e | 2026-09-14 | cc4fa9e | 3,660 B | A | view · diff |
| git:20260914.1b5902c | 2026-09-14 | 1b5902c | 3,398 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 (4688 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_iz5lfwibsbi6pofd GET https://markdownregistry.com/api/v1/resolve?ref=xi-zhao/openquantum/mitiq-error-mitigation GET https://markdownregistry.com/api/v1/blob/ca428c13ac4fda9a70c04ba58a51d17c4b60f63894ec0540b6de135b0ae7854b
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.