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 aqt-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/aqt-workbench)<a href="https://agentmods.dev/skills/xi-zhao/openquantum/aqt-workbench"><img src="https://agentmods.dev/badge/skills/xi-zhao/openquantum/aqt-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/aqt-workbench"><img src="https://agentmods.dev/badge/skills/xi-zhao/openquantum/aqt-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 | $0.00028 | $0.00571 |
| Opus 5.5 | $0.00011 | $0.00228 |
| Sonnet 5.5 | $0.00006 | $0.00114 |
| Haiku 4.5 | $0.00003 | $0.00057 |
Grade A, and why
aqt-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
原生 SDK 路径
本能力同时支持 AQT Provider 的原生公开 API。用户需要 本地与远程 provider、电路、设备模型与 job 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 aqt-workbench 定位环境，按完整 SDK 工作流执行。模块导航：qiskit_aqt_provider；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。
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。
使用 aqt_local.simulate_aqt_circuit 将结构化电路编译到官方 AQT 原生门后，在 SDK 离线后端采样。角度为弧度，输出位串从 q[n-1] 到 q[0]；可选择 SDK 示例去极化噪声。先核对 shots 总数与门集，再解释概率的采样误差。SDK 本身限制每个作业不超过 20 比特、2000 shots，超出会明确失败。
需要云设备时调用 aqt_local.list_aqt_devices，用户在设置中保存 AQT_API_TOKEN。缺凭据立即失败，设备发现不表示 QPU 执行已验证。离线动作从不读取该令牌，不登录、不读取 .env；此能力不提交 AQT 云任务。
环境需预先显式准备：node scripts/setup-paper-tools.mjs aqt-workbench。Tool 调用不安装依赖。所有结果为 L1 / scientificValidation=not_evaluated；SDK 本地或传输夹具检查不等于真实账户连通、硬件运行或科学验收。
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.
- 4d ago Changed · +13 lines 9737bc74c5bb
- 18d ago First seen · 13 lines · 28 tokens per session scan A bf5cd063213e
aqt-workbench is a skill published in the GitHub repository xi-zhao/OpenQuantum (75 stars, last pushed yesterday), licensed MIT. It adds 28 tokens to every session and 571 once invoked, about $0.0001 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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