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 qoolqit-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/qoolqit-workbench)<a href="https://agentmods.dev/skills/xi-zhao/openquantum/qoolqit-workbench"><img src="https://agentmods.dev/badge/skills/xi-zhao/openquantum/qoolqit-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/qoolqit-workbench"><img src="https://agentmods.dev/badge/skills/xi-zhao/openquantum/qoolqit-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 | $0.00060 | $0.00895 |
| Opus 5.5 | $0.00024 | $0.00358 |
| Sonnet 5.5 | $0.00012 | $0.00179 |
| Haiku 4.5 | $0.00006 | $0.00089 |
Grade A, and why
qoolqit-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 4d 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.
What it actually says
QoolQit 无量纲模拟程序
原生 SDK 路径
本能力同时支持 QoolQit 的原生公开 API。用户需要 程序、编译/执行流程与后端模型 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 qoolqit-workbench 定位环境，按完整 SDK 工作流执行。模块导航：qoolqit；导航不是 API 白名单。
上游自定义许可证，安装前按当前使用范围核对。
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。
这是默认关闭、需明确选择启用的可选能力。QoolQit 使用 PASQAL MIT-derived 许可，其专利许可限内部研究与学术用途，不能称为标准 MIT。Agent 经 Harness 调用 qoolqit_local 的 simulate_qoolqit_analog。
atomPositions、durations、rabiAmplitude、detuning均无量纲；后两者各有段数+1个端点值。全程常数phaseRad用 rad，Rabi 非负，位置不同。energyScaleRadPerUs=E指定物理角频率能标；真实UnitConverter给出时间因子1000/Ens、距离因子(C6/E)^(1/6)µm。转换后的 C6、坐标、时长和单位全部返回。- Tool 构造真实
QuantumProgram(Register,Drive)，调用compile_to(profile="default")，再以编译得到的 Pulser Sequence 运行 QuTiP。没有仅把 QoolQit 名称映射到 Pulser。 - 编译后的
compiledSegmentDurationsNs记录各段实际纳秒时长；量化为 0 ns 的正段以及 1 ns 内不等端点会明确拒绝，避免上游静默丢段。总时长至少 4 ns。能标改变会改变网格，不能假设离散模拟具有精确尺度不变性。 - 输出位序、相位符号、求解容差和 raw norm 约定与本地 Pulser 相同。相位驱动为
Ω/2*(exp(-iφ)|g><r|+exp(iφ)|r><g|)。从全 ground 态、完整 2^N 空间演化，虚拟 Rb70S 设备无硬件校准。 - 先检查单位换算和单原子脉冲面积，再分析相互作用。比较能标时同时检查编译时长和网格收敛；
timeSteps网格会并入实际分段边界。 - 显式执行
node scripts/setup-paper-tools.mjs qoolqit-workbench准备独立锁定环境。上游依赖树带有云客户端，但此 Tool 不构造它、不使用凭据或网络服务。调用时不安装依赖。 - 规模由调用方决定，使用
execution管理资源。当前 L1，scientificValidation=not_evaluated；编译、数值对照和运行成功都不代表科学 Acceptance。
What ships with it
7 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.
- 4d ago Changed · +13 lines b80fc2df9c11
- 19d ago First seen · 20 lines · 60 tokens per session scan A bf014025c51e
qoolqit-workbench is a skill published in the GitHub repository xi-zhao/OpenQuantum (75 stars, last pushed yesterday), licensed MIT. It adds 60 tokens to every session and 895 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 2026-09-28.
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