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Install in OpenClaw
/install pans-gpu-calculator
Description
AI算力销售GPU配置计算器。输入模型参数量和需求，自动推荐最优GPU配置并估算成本。 支持训练和推理场景，覆盖H100/A100/L40S/A10G等主流GPU。 触发词：GPU计算, 算力配置, 模型部署成本, GPU选型, 显存估算, 训练成本, 推理成本, GPU推荐
Usage Guidance
这是个本地 Python 脚本，用于估算 GPU 显存/数量/吞吐与成本，且与 SKILL.md 描述一致。建议在安装/运行前：1) 在受信任环境中运行（因为会执行本地代码）；2) 快速阅读 scripts/calc.py 以确认没有不希望的行为；3) 注意其计算为简化估算（公式和默认价格/利用率为假设值），在做采购决策前用你自己的价格和性能数据复核结果。
Capability Analysis
Type: OpenClaw Skill
Name: pans-gpu-calculator
Version: 1.0.0
The skill bundle is a legitimate GPU configuration calculator designed for AI model deployment planning. The Python script (scripts/calc.py) performs purely mathematical estimations of memory, throughput, and costs based on user-provided parameters using standard libraries, with no network activity, file system access, or suspicious execution logic. The documentation (SKILL.md) provides clear instructions for the AI agent without any prompt-injection attempts or hidden commands.
Capability Assessment
Purpose & Capability
名称、描述、SKILL.md 示例和 scripts/calc.py 的功能一致：基于模型参数、batch、tokens 等估算显存、GPU 数量、吞吐与成本。没有请求与该用途不符的外部凭据或二进制依赖。
Instruction Scope
运行说明仅指导如何用 python3 运行本地脚本并可输出 JSON。SKILL.md 与脚本都只处理输入参数并打印/返回估算结果；没有读取系统敏感文件、访问环境变量或将数据发送到外部端点。
Install Mechanism
无安装规范（instruction-only），脚本已包含在包内；没有从不受信任的 URL 下载或安装外部包，风险较低。
Credentials
不要求任何环境变量、凭据或配置路径。脚本仅使用标准 Python 库，所需权限与功能复杂度相称。
Persistence & Privilege
未设置 always:true，默认允许运行但不强制常驻；脚本不会修改其他技能或系统配置。
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install pans-gpu-calculator - After installation, invoke the skill by name or use
/pans-gpu-calculator - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
pans-gpu-calculator 1.0.0 — 初始版本发布
- 提供一站式 GPU 配置和成本估算工具，支持AI训练与推理场景
- 覆盖 H100、A100(80G/40G)、L40S、A10G 等主流GPU
- 根据模型参数量与需求，自动推荐最优GPU方案
- 支持推理/训练不同计算公式和成本估算
- 提供 CLI 工具，支持参数化选择、对比与 JSON 输出
Metadata
Frequently Asked Questions
What is Pans Gpu Calculator?
AI算力销售GPU配置计算器。输入模型参数量和需求，自动推荐最优GPU配置并估算成本。 支持训练和推理场景，覆盖H100/A100/L40S/A10G等主流GPU。 触发词：GPU计算, 算力配置, 模型部署成本, GPU选型, 显存估算, 训练成本, 推理成本, GPU推荐. It is an AI Agent Skill for Claude Code / OpenClaw, with 64 downloads so far.
How do I install Pans Gpu Calculator?
Run "/install pans-gpu-calculator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Pans Gpu Calculator free?
Yes, Pans Gpu Calculator is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Pans Gpu Calculator support?
Pans Gpu Calculator is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Pans Gpu Calculator?
It is built and maintained by dashiming (@dashiming); the current version is v1.0.0.
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