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 ionq-programsgit 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/ionq-programs)<a href="https://agentmods.dev/skills/xi-zhao/openquantum/ionq-programs"><img src="https://agentmods.dev/badge/skills/xi-zhao/openquantum/ionq-programs/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/ionq-programs"><img src="https://agentmods.dev/badge/skills/xi-zhao/openquantum/ionq-programs.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 | $0.00044 | $0.00598 |
| Opus 5.5 | $0.00018 | $0.00239 |
| Sonnet 5.5 | $0.00009 | $0.00120 |
| Haiku 4.5 | $0.00004 | $0.00060 |
Grade A, and why
ionq-programs 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
IonQ 程序准备
原生 SDK 路径
本能力同时支持 Qiskit IonQ 的原生公开 API。用户需要 原生门、电路转换、provider、backend 与 job API 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 ionq-programs 定位环境，按完整 SDK 工作流执行。模块导航：qiskit_ionq；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。
通过 ionq_local.prepare_ionq_program 将用户门序列转换为 IonQ QIS 程序。输入为 numQubits、gates，
每个门具有 gate 和 targets，RX/RY/RZ 必须给出弧度 angle。控制门的第一个 target 是控制位。
- 支持 H/S/T/X/Y/Z/CX/CZ/RX/RY/RZ；所有量子比特从输入编号保留，不自动重排或删空闲位。
- 输出添加全量末端测量，
classicalToQubit[c]是经典位 c 对应的量子位。Qiskit 字符串通常把高编号经典位写在左端，不要误读为 q0 在左。 - 这是本地程序转换，不是 IonQ 原生脉冲编译、云端模拟或真实量子硬件运行。
- 真机任务沿用已有可选硬件入口，需要独立配置凭据与明确的执行授权。本 Tool 没有凭据或网络路径。
- 先运行
node scripts/setup-paper-tools.mjs ionq-programs。环境隔离并锁定依赖；计算时不自动安装。 - 当前为 L1，
scientificValidation=not_evaluated。
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 72cccee216fd
- 19d ago First seen · 17 lines · 44 tokens per session scan A e5ac775e41e7
ionq-programs is a skill published in the GitHub repository xi-zhao/OpenQuantum (75 stars, last pushed yesterday), licensed MIT. It adds 44 tokens to every session and 598 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.
Other skills, from other repositories
academic-research
Search academic papers, scholarly articles, and research publications through SandBase. Use when asked for literature review, academic citations, scholarly research, paper discovery, or scientific evidence gathering.
rhylthyme
Schedule multi-step procedures that a person carries out against a clock, with parallel tracks, shared equipment and steps that end when the person says so. Use when turning a lab protocol, recipe, event run sheet or workout into a timed plan; when several procedures must share one instrument (one centrifuge, one…
memory-search-mcp
Long-term memory and context retrieval for AI agents. Semantic search across conversation history with care-weighted relevance.
gc-minimal-zine-poster-v0-3
Generate or analyze poetic paper-texture minimal zine posters with large negative space, a small editorial collage or focal element, experimental typography, and one clear color accent. Use when the user gives a theme, sentence, article, mood, object, photo, content brief, reference images, or an image folder and…
ask-sonner
Guide to Sonner, the React toast library — install and wire up the Toaster, pick the right toast() call, promise and loading toasts, updating, dismissing and persisting toasts, styling, theming and icons, positioning and multiple toasters. Use when working with Sonner or troubleshooting it — toasts that don't appear…
kill-ai-slop
Find and remove AI slop — the generic, machine-default visual and copy tics of vibe-coded products — from a web project. Use when the user asks to "kill AI slop", "de-slop", "remove the AI look", "make this not look AI-generated", or clean up a landing page / UI / docs that feels templated. Detects and fixes the…