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 qibo-simulationgit 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/qibo-simulation)<a href="https://agentmods.dev/skills/xi-zhao/openquantum/qibo-simulation"><img src="https://agentmods.dev/badge/skills/xi-zhao/openquantum/qibo-simulation/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/qibo-simulation"><img src="https://agentmods.dev/badge/skills/xi-zhao/openquantum/qibo-simulation.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 | $0.00035 | $0.00579 |
| Opus 5.5 | $0.00014 | $0.00232 |
| Sonnet 5.5 | $0.00007 | $0.00116 |
| Haiku 4.5 | $0.00003 | $0.00058 |
Grade A, and why
qibo-simulation 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
Qibo 本地电路
原生 SDK 路径
本能力同时支持 Qibo 的原生公开 API。用户需要 自定义 Circuit、Hamiltonian、噪声、模型与后端 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 qibo-simulation 定位环境，按完整 SDK 工作流执行。模块导航：qibo；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。
Agent 经 Harness 调用 qibo_local 的 simulate_qibo_circuit。Skill 负责选择与解释，Tool 负责真实 SDK 执行。
输入全零初态上的 numQubits 与有序 gates；支持 H/S/T/X/Y/Z/CX/CZ/RX/RY/RZ，旋转角以 rad 给出，CX/CZ 首个目标是控制位。
Tool 显式构造 NumpyBackend，固定 complex128，避免自动选择 GPU 或设备后端。输出 outcomes 包含完整计算基，bits 最左位对应 qubit 0，振幅为 [real,imag]。
先检查 normError，再解释概率或相位；数据不经过裁剪或归一化。当前只做理想纯态演化，没有 Qibolab/Qibocal 控制、噪声、采样、硬件连接或云提交。状态向量内存随 2^N 增长。
固定依赖需显式执行 node scripts/setup-paper-tools.mjs qibo-simulation；调用时不安装依赖，数值库可能写入本地缓存。规模参数不按开发机算例设人工上限；通过独立的 execution 选择部署资源。
当前为 L1，scientificValidation=not_evaluated。成功执行与工程回归不代表科学 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 · +11 lines 7df264b01b0e
- 18d ago First seen · 21 lines · 35 tokens per session scan A 56121050c4a0
qibo-simulation is a skill published in the GitHub repository xi-zhao/OpenQuantum (75 stars, last pushed yesterday), licensed MIT. It adds 35 tokens to every session and 579 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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