Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add xi-zhao/OpenQuantum --skill qctrl-workbenchgit clone --depth 1 https://github.com/xi-zhao/OpenQuantumWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/xi-zhao/openquantum/qctrl-workbench)<a href="https://agentmods.dev/skills/xi-zhao/openquantum/qctrl-workbench"><img src="https://agentmods.dev/badge/skills/xi-zhao/openquantum/qctrl-workbench/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/xi-zhao/openquantum/qctrl-workbench"><img src="https://agentmods.dev/badge/skills/xi-zhao/openquantum/qctrl-workbench.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00054 | $0.01009 |
| Opus 5.5 | $0.00022 | $0.00404 |
| Sonnet 5.5 | $0.00011 | $0.00202 |
| Haiku 4.5 | $0.00005 | $0.00101 |
Grade A, and why
qctrl-workbench scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 41 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Q-CTRL 控制图与作业状态
原生 SDK 路径
本能力同时支持 Boulder Opal / Fire Opal 的原生公开 API。用户需要 控制图、噪声、优化、任务与执行接口 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 qctrl-workbench 定位环境，按完整 SDK 工作流执行。模块导航：boulderopal、fireopal；导航不是 API 白名单。
本地程序构建与外部调用分开；账户、凭据、费用、设备操作和数据外发沿用宿主及用户授权。原生 SDK 访问不自动启用服务。
原生程序导入库前，按环境定位器的 bootstrap 执行启动兼容处理：关闭导入时的 PyPI 版本查询和客户端 tracking，保留上游控制与任务 API。这不限制公开 API，也不替换数值算法。
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。
qctrl_cloud 默认关闭。用户按自己的厂商许可显式执行 node scripts/setup-paper-tools.mjs qctrl-workbench，
再启用连接。固定 Boulder Opal 6.1.0、Fire Opal 12.3.0；二者使用 Q-CTRL 专有服务条款。
OpenQuantum 提供适配，不复制上游 SDK 源码，不代用户申请账号或订阅。
prepare_boulder_opal_control用真实boulderopal.Graph构建分段常数 Hamiltonian 和终态传播子节点，返回官方格式graphJson。- 输入
segments每项为omegaX、omegaY、detuning，单位 rad/s。durationSeconds是总时长，所有段等长。 约定H/hbar = (omegaX X + omegaY Y + detuning Z)/2。返回图的unitaries输出形状为[1, 2, 2]。 - 图准备不计算传播子；
evaluated=false。不得把序列化成功描述为动力学仿真或优化完成。 get_qctrl_job_status读取product=boulder-opal|fire-opal与数字字符串jobId对应的既有作业状态。organizationSlug可以指定用户已有的组织；空字符串交由 SDK 在单一有权限组织时选择。- 远程查询从 Harness 凭据引用读取
QCTRL_API_KEY，用户自行申请和配置。官方 SDK 执行 token 交换、组织/产品权限查询和一次状态查询。 固定端点是https://federation-service.q-ctrl.com；没有作业提交、取消、完成轮询或硬件控制。 requestTimeoutSeconds约束单次 HTTP，execution约束整个 worker。关闭 SDK 导入时的 PyPI 升级查询、Fire Opal analytics、自动重试和重定向。- 错误只报告类型及排查方向，不回传厂商错误正文或派生 token。账号、密钥和商业使用权限由用户自行处理。
- 当前 L1，
scientificValidation=not_evaluated。本地成功及传输 fixture 不能证明服务已连通或作业结果科学有效。
What ships with it
6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 3d ago Changed · +15 lines eccca2cc031c
- 17d ago First seen · 26 lines · 54 tokens per session scan A a9bef068d649
qctrl-workbench is a skill published in the GitHub repository xi-zhao/OpenQuantum (75 stars, last pushed 2d ago), licensed MIT. It adds 54 tokens to every session and 1,009 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-29.
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