Resolving Mcp Region Configs

Schema Mapping

gemini-cli-extensions

为 ETL、ELT 或数据集成任务规划源到目标的模式映射，产出文档化的映射宣言。

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

为机器学习笔记本提供分步方案，涵盖聚类、预测、分类、回归和模型比较。

Managing Python Dependencies

gemini-cli-extensions

指导代理检测 Python 项目的依赖管理器并正确安装依赖，而不是使用全局 pip。

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.

M5 Onboard

anthropics

精选

通过 USB 检测 M5Stack ESP32 开发板，刷写 UIFlow 2.0 固件并安装 MicroPython 应用包。

Yeet

openai

精选

使用 GitHub CLI 一次性完成暂存、提交、推送并创建或更新 GitHub 拉取请求。

Runbook

anthropics

精选

为重复性任务创建或更新分步运维手册，包含故障排查、回滚和升级流程。

Incident Response

anthropics

精选

指导事故响应流程：严重级别判定、状态更新、缓解跟踪以及无责事后复盘。

Deploy Checklist

anthropics

精选

生成部署前就绪检查清单，涵盖部署前、部署、部署后和回滚触发条件。

Spanner Basics

google

精选

指导 Google Cloud Spanner 的实例与数据库管理、架构设计、查询和性能诊断。