Managing Python Dependencies
作者 gemini-cli-extensions2df10e25bbf7Apache-2.0215 個星標收錄於 2026年10月8日更新於 2026年10月8日儲存庫今天更新
Ensures proper Python dependency management, avoiding global `pip install` and adhering to project-specific tooling. Use this skill if any of the following are true: 1. Attempting to run `pip install {package_name}`. 2. Python packages or dependencies need to be added or modified. 3. Initiating a new Python project. 4. Creating a new notebook, even if just using BigQuery cells. 5. Generating Python code that includes `import` statements for third-party libraries. 6. Before executing Python scripts via the terminal to ensure the correct virtual environment is active.
僅公開檔案列表。將技能安裝到工作區後即可檢視檔案內容。
| 路徑 | 大小 | 類型 |
|---|---|---|
| SKILL.md | 3.6 KB | text/markdown |
來源與署名
來源：gemini-cli-extensions/data-agent-kit-starter-pack位於skills/managing-python-dependencies提交2df10e2
授權條款： Apache-2.0
內容歸原作者所有。SourceWeft 從公開儲存庫中收錄這些內容。
更多來自 gemini-cli-extensions/data-agent-kit-starter-pack 的技能
Schema Mapping
gemini-cli-extensions
為 ETL、ELT 或資料整合任務規劃來源到目標的結構描述對應，產出文件化的對應宣言。
Resolving Mcp Region Configs
gemini-cli-extensions
修復區域性 Google Cloud MCP 伺服器設定中未取代的區域佔位符，讓缺少的 MCP 工具得以註冊。
Notebook Guidance
gemini-cli-extensions
This skill guides the use of Jupyter notebooks for data analysis, exploration, and visualization, particularly with BigQuery. It outlines best practices for notebook execution and validation (supporting both cell-by-cell execution and full notebook generation depending on tool availability), library installation, and structuring notebooks for clarity. It also covers specific rules for data cleaning, plotting, and integrating with BigQuery SQL and machine learning workflows. Relevant when any of the following conditions are true: 1. The user request involves a data analysis, data exploration, data visualization, or data insights task that requires multiple steps, queries, or visualizations to answer. 2. The user explicitly requests a notebook (.ipynb). 3. You are creating, editing, or executing cells in a Jupyter notebook. 4. You need to query BigQuery from within a notebook. DO NOT use the Python BigQuery client library; instead, you MUST use the `%%bqsql` magics explained in this skill.
Ml Best Practices
gemini-cli-extensions
為機器學習筆記本提供逐步方案，涵蓋分群、預測、分類、迴歸與模型比較。
Google Cloud Storage Fuse
gemini-cli-extensions
Mounts Cloud Storage buckets as a POSIX file system with Cloud Storage FUSE (gcsfuse). Use when you need to interact with gcsfuse — decide whether FUSE, native gs:// reads, or Filestore/Managed Lustre fits a workload, deploy tuned mounts on GKE, Compute Engine, or Cloud Run, enable and size the file, stat, and list caches, tune mount flags or config-file settings, apply workload profiles, keep ML checkpointing safe (rename atomicity, hierarchical namespace, close-time finalization, concurrent writers), or diagnose slow training, low throughput, or GCS bill spikes on existing mounts with gcsfuse metrics. Covers mount semantics, the gcsfuse CLI and config file, the GKE gcsfuse CSI driver (Workload Identity principal:// bindings, profile StorageClasses, sidecar sizing), and Cloud Run volume mounts. Don't use for bucket administration or data management without a mount (google-cloud-storage-basics) or for fully POSIX-compliant shared file systems (Filestore, Managed Lustre).
Google Cloud Auth Verification
gemini-cli-extensions
Mandatory Step 0 pre-flight execution order and authentication verification for Google Cloud Platform (GCP), Application Default Credentials (ADC), gcloud CLI, Spark, Dataproc, BigQuery, GCS, and notebook runtimes. Use whenever interacting with GCP resources, running Spark/PySpark pipelines, BigQuery queries, GCS paths (gs://), or creating/running notebooks.
更多Software Development技能
Playground
anthropics
建立自成一體的互動式 HTML 遊樂場，包含控制項、即時預覽與可複製的提示詞輸出。
M5 Onboard
anthropics
透過 USB 偵測 M5Stack ESP32 開發板，燒錄 UIFlow 2.0 韌體並安裝 MicroPython 應用程式套件。
Cardputer Buddy
anthropics
指導迭代 Cardputer-Adv 的 MicroPython 應用程式套件：新增應用程式、透過 USB 序列埠推送檔案、查看日誌並執行 REPL 指令。
Dpop Adoption
指導為 Google OAuth 平台實作 OAuth 2.0 DPoP（RFC 9449）傳送方約束的更新權杖。
Gemini Live Api
產生 Gemini Live API WebSocket 用戶端類別、測試、文件，以及用於雙向串流的示範介面。
Gemini Api
說明如何在 Google Agent Platform 上使用 Gen AI SDK 呼叫 Gemini API，涵蓋多種語言與多項功能。