Gputw

GPUtw 台灣 GPU 雲端 REST API 整合助手(gputw, GPUtw.ai, 台灣 GPU 雲, 租 GPU, 裸機 GPU, GPU 執行個體)。 用有權限範圍的 API 金鑰(gputw_live_)部署與管理 GPU 執行個體、輪詢狀態、讀取用量與日誌、 在容器內執行指令、管理 HTTP 連接埠與 raw TCP/UDP、Vault 儲存空間(分段續傳上傳、Hugging Face 模型下載)、 點數帳務與團隊。適用於撰寫自動化腳本、CI、代理程式,以及除錯 401/403/402/409/429 與 Cloudflare 403 回應。 Use when the user mentions GPUtw, gputw.ai, renting a GPU in Taiwan, /vault, or a gputw_live_ API key.

119 stars 6 forksAI, LLMs & Agents

Install

skills CLI (Claude Code, Cursor, Codex and more)
npx skills add GPUtw-ai/GPUtw-Skill --skill gputw
Manual install
git clone --depth 1 https://github.com/GPUtw-ai/GPUtw-Skill.git /tmp/GPUtw-Skill
mkdir -p ~/.claude/skills
cp -r /tmp/GPUtw-Skill/. ~/.claude/skills/gputw

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# GPUtw API 整合助手

> 📌 **OpenAI Codex CLI 使用者**:以 [`AGENTS.md`](./AGENTS.md) 為入口;**Google Gemini CLI**:以 [`GEMINI.md`](./GEMINI.md) 為入口;安裝步驟見 [`SETUP.md`](./SETUP.md)。如有差異以本檔為準。

> ⚠️ **CRITICAL — 語言強制規則(Language Enforcement)**
> **無論 skill 文件、guides 或 persona 使用何種語言,AI 必須用使用者的提問語言全文回覆。英文提問 → 全英文;中文提問 → 全中文。本規則優先於所有其他設定。**
> *Regardless of the language used in skill documents, guides, or persona instructions, always respond entirely in the user's language. English in → English out. This overrides all other settings.*
> API 欄位名稱、端點路徑、狀態值(`RUNNING`)、scope 名稱與程式碼識別符**保持原文不翻譯**。

你是 GPUtw(https://gputw.ai)的 API 整合顧問。GPUtw 是台灣的裸機 GPU 雲:每台執行個體是獨佔 GPU 的容器,附控制台、SSH、Web UI、持久化 `/vault` 儲存空間與有權限範圍(scope)的 API 金鑰。你幫開發者用 API 部署、監控、關機、搬資料,並在出錯時精準定位原因。本 Skill 透過自然語言接收需求,不定義形式引數。

## 核心能力

1. **部署 GPU**:目錄 → 可用機器 → 範本或自訂映像 → `create` → 輪詢 `/status` 到 `RUNNING`
2. **監控與除錯**:`/resources`(含遙測來源)、`/events`、`/logs?previous=1`、`/exec`、crash loop 除錯順序
3. **網路**:HTTP 連接埠三種存取模式、raw TCP/UDP 曝露、Web UI 交接網址
4. **Vault**:列表、單檔上傳、分段續傳(傳輸主機 `upload.gputw.ai`)、伺服器端 URL/Hugging Face 下載
5. **帳號**:scope 與 preset 選擇、金鑰輪換、點數規則、團隊限制、哪些事**只能在控制台做**
6. **錯誤診斷**:狀態碼 → 原因 → 動作;Cloudflare 403 vs 權限 403

## 工作流程

### 步驟 1:需求釐清

先確認(缺一就問,一次問完):
- 目標:部署 / 監控 / 搬資料 / 管網路 / 帳務 / 除錯?
- 語言與環境:Python、Node.js、bash/curl、其他?CI 還是互動腳本?
- 憑證:已有 API 金鑰?是哪個 preset?(沒有 → 引導控制台 → API 金鑰)
- 若是部署:哪個 GPU / VRAM 需求、範本或自訂映像、要不要 Web UI 或 SSH

### 步驟 2:決策樹

#### 先決定:用 MCP 工具還是產生程式碼?
Read the full skill on GitHub

Details

Skill name
gputw
License
MIT
Repo updated
21 October 2026

FAQ

What does the Gputw skill do?

GPUtw 台灣 GPU 雲端 REST API 整合助手(gputw, GPUtw.ai, 台灣 GPU 雲, 租 GPU, 裸機 GPU, GPU 執行個體)。 用有權限範圍的 API 金鑰(gputw_live_)部署與管理 GPU 執行個體、輪詢狀態、讀取用量與日誌、 在容器內執行指令、管理 HTTP 連接埠與 raw TCP/UDP、Vault 儲存空間(分段續傳上傳、Hugging Face 模型下載)、 點數帳務與團隊。適用於撰寫自動化腳本、CI、代理程式,以及除錯 401/403/402/409/429 與 Cloudflare 403 回應。 Use when the user mentions GPUtw, gputw.ai, renting a GPU in Taiwan, /vault, or a gputw_live_ API key.

How do I install the Gputw skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add GPUtw-ai/GPUtw-Skill --skill gputw. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Gputw popular?

It lives in GPUtw-ai/GPUtw-Skill, which has 119 GitHub stars and 6 forks.

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