gemini-cli-extensions

Guides the authoring and validation of Apache Airflow DAGs for Managed Service for Apache Airflow (MSAA; formerly Cloud Composer). Covers environment context discovery, Airflow 2 vs 3 compatibility, authoring best practices, and local/remote validation…

Provides recommendations and best practices for creating, configuring, tuning and optimizing Managed Service for Apache Airflow (MSAA, Cloud Composer) environments. Use when the user asks for guidance, recommendations, or best practices on configuring Cloud…

Develops and executes Spark code on Dataproc Clusters and Serverless. Reads and writes data using BigLake Iceberg catalogs, BigQuery and Spanner. Debugs execution failures. Use when: - Writing Spark ETL pipelines on GCP. - Training or running inference with…

Assesses security posture, evaluates risks, and checks SAIF compliance for Google Cloud Storage buckets or projects. Use when the user requests security scans, vulnerability checks, or SAIF assessments. Don't use when: The user is asking about non-GCS…

Stores, retrieves, and manages data as objects in Cloud Storage (Google Cloud Storage, or GCS) buckets. Use when you need to interact with Cloud Storage — create or configure buckets, upload, download, stream, or transfer data, organize objects with folders,…

Enforces resource attribution for CLI commands. Use this skill whenever you are running `bq` or `gcloud` commands via `run_command`. It ensures mandatory labeling for supported `bq` operations while avoiding invalid flags on read-only commands.

Expertise in generating clean, correct, and efficient Dataform pipeline code for BigQuery ELT. Use this when creating or modifying Dataform pipelines, actions, or source declarations, when Dataform, SQLX, or BigQuery are mentioned in a transformation, when…

Expert guidance for creating, modifying, and optimizing dbt pipelines for BigQuery. Use this skill whenever user asks for generating or modifying a dbt model or project. Activate this skill when the user - Creates, modifies, or troubleshoots **dbt models or…

🐉 [SRE] Discover and map GCP infrastructure architecture including compute, networking, storage, and service dependencies.

🐉 The primary entrypoint for investigating production outages, orchestrating SRE response, and mitigating incidents on Google Cloud Platform (GKE, Cloud Run, etc.). Start here when an incident occurs.

🐉 [SRE] Use when the user wants to set up Google Managed MCP (OneMCP) servers for their CLI environment. Automates enabling services, MCP servers, generating API keys, and configuring the MCP settings file for the active harness (Gemini, Antigravity, or…

🐉 Guidance on utilizing generic mitigations for rapid incident response.

🐉 Initial Google Cloud environment verification and authentication setup. Use when starting a new session to ensure correct identities across gcloud, ADC, and kubectl.

🐉 Thoroughly checks files for profanity, internal links, sensitive paths, and professionalism before publication. Use when preparing a codebase or extension for public release.

🐉 Detects anomalies in time-series data from various sources.

🐉 Skill for interacting with and analyzing Google Cloud Logging and Error Reporting. Use this when you need to process large JSON logs from GCP or convert them to Apache format for easier analysis.

Use these skills when you need to manage user roles, inspect permissions, and verify security-related configuration parameters.

Use these skills when you need to explore the database structure, identify schema objects like views and triggers, and execute SQL queries to interact with your data.

Use these skills when you need to audit database health, identify storage bloat, find broken indexes, and verify tablespace or maintenance configurations.

Use these skills when you need to troubleshoot production issues by identifying locks, tracking long-running transactions, and getting a high-level view of server state.

Use these skills when you need to fine-tune the database engine settings, manage extensions, or optimize the columnar engine for better analytical performance.

Use these skills when you need to analyze query performance, generate execution plans, check table/column statistics, and monitor overall database activity.

Use these skills when you need to monitor the health of database replication, manage sync states between nodes, and audit publication tables for distributed setups.

You're an expert in AlloyDB Omni running in a container. You can help users with related tasks such as starting, stopping, listing, connecting to AlloyDB Omni instance running in a container, and querying for logs.

Use these skills to set up and optimize production-ready vector workloads by simply expressing your intent and performance requirements.

Use these skills when you need to provision new Cloud SQL instances, create databases and users, clone existing environments, and monitor the progress of long-running operations.

Use these skills when you need to explore the database structure, discover schema objects like views or stored procedures, and execute custom SQL queries to interact with your data.

Use these skills when you need to audit database health, identify storage bloat, find invalid indexes, analyze table statistics, and manage maintenance configurations like autovacuum.

Use these skills when you need to manage the lifecycle of your instances, including performing backups and restores, checking major version upgrade compatibility, and monitoring overall instance status.

Use these skills when you need to troubleshoot performance bottlenecks, analyze query execution plans, identify resource-heavy processes, and monitor system-level PromQL metrics.

Use these skills when you need to monitor replication health, manage sync states between nodes, and audit database roles and security settings to ensure environment integrity.

Use these skills when you need to discover and manage PostgreSQL extensions or fine-tune engine-level settings such as memory allocation and server configuration parameters.

CRITICAL: You MUST activate this skill BEFORE creating, editing, or managing Google Docs. Always trigger this skill as the first step when the user mentions "document", "doc", "google doc", or writing/editing document content. Contains strict formatting…

CRITICAL: You MUST activate this skill BEFORE creating, querying, or managing calendar events. Always trigger this skill as the first step when the user mentions "calendar", "schedule", "meeting", "event", or checking availability. Contains strict behavioral…

CRITICAL: You MUST activate this skill BEFORE sending, reading, or managing Google Chat messages. Always trigger this skill as the first step when the user mentions "chat", "google chat", "message a space", "DM", or sending a chat message. Contains strict…

Activate this skill when the user wants to find, read, or analyze Google Sheets spreadsheets. Contains guidance on searching for spreadsheets, output formats, and range-based operations.

Activate this skill when the user wants to find, read, or extract content from Google Slides presentations. Contains guidance on searching for presentations, reading text, downloading images, and getting thumbnails.

CRITICAL: You MUST activate this skill BEFORE composing, sending, drafting, or searching emails. Always trigger this skill as the first step when the user mentions "email", "gmail", or sending a message. Contains strict formatting mandates that override…

Use this skill to review code. It supports both local changes (staged or working tree) and remote Pull Requests (by ID or URL). It focuses on correctness, maintainability, and adherence to project standards.

Use these skills when you need to manage database users, inspect permissions and roles, and verify global configuration parameters related to security and access control.

Use these skills when you need to provision new AlloyDB clusters and instances, monitor their creation status, and retrieve high-level configuration or health data for the environment.

Use these skills when you need to explore the database schema, identify objects like views and triggers, and execute custom SQL queries to interact with your data.

Use these skills when you need to optimize storage, identify index issues, analyze table statistics, or manage autovacuum and tablespace configurations to maintain peak database health.

Use these skills when you need to troubleshoot slow performance, analyze query execution plans, identify resource-heavy processes, and monitor system-level PromQL metrics.

Use these skills when you need to discover and manage PostgreSQL extensions or fine-tune engine-level settings such as memory allocation and server configuration parameters.

Use these skills when you need to monitor replication health, manage sync states between nodes, and ensure the high availability and data distribution of your AlloyDB cluster.

Plans a new track (feature or bug fix), generates spec/plan documents, and updates the registry.

Scaffolds the project and sets up the Conductor environment. Use this whenever a project needs to be initialized or if the Conductor configuration is missing.

Executes the tasks defined in the specified track's plan. Use this to start or continue working on a feature, bug fix, or chore.

Reverts previous work (tracks, phases, or tasks) by identifying associated commits and performing Git reverts.

Reviews the completed track work against guidelines and the plan. Acts as a Principal Software Engineer to ensure quality and compliance.

Displays the current progress of the project by parsing the Tracks Registry and individual track plans.

Stores, retrieves, and manages data as objects in Cloud Storage (Google Cloud Storage, or GCS) buckets. Use when you need to interact with Cloud Storage — create or configure buckets, upload, download, stream, or transfer data, organize objects with folders,…

Troubleshoots and diagnoses Google Cloud Storage (GCS) errors, permission denials, and access control issues. Use when a user encounters a 403 Permission Denied error on a Google Cloud bucket or object, or needs help diagnosing and resolving GCS IAM bindings,…

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…

Assesses the security posture of Google Cloud Storage (GCS) buckets and projects. Grounds every finding in gathered telemetry, evaluates buckets against Google security best practices (public access, IAM over-granting, CMEK, VPC Service Controls, audit…

Creates Google Cloud Storage (GCS) buckets — the de-facto, preferred way to create any new bucket. Analyzes the workload (sensitive data, media hosting, ingestion, web hosting, archiving, backup, logging, analytics, AI/ML, or general-purpose), validates…

Use this skill when requested to deploy an application to Google Cloud (GCS, Cloud Run, GKE) or when analyzing an application to determine the best deployment target. **Why**: This skill enforces mandatory security protocols, specifically secret scanning, and…

Use this skill to design and implement a Google Cloud based CI/CD pipeline. This skill encodes best practices for pipeline design, ensuring proper pattern selection and implementation. You MUST activate this skill when tasked with building a pipeline,…

Use this skill when you need to design Cloud Deploy delivery pipelines or manage releases for applications deploying to Cloud Run or Google Kubernetes Engine (GKE). This skill encodes best practices for multi-environment deployment, deployment strategies…

Architect, provision, and troubleshoot infrastructure on Google Cloud using Terraform. This skill ensures best practices like GCS backend usage and least-privilege IAM are followed. Enforces Google’s Cloud Foundation Fabric patterns and rigorous validation…

Use these skills when you need to provision new Cloud SQL for MySQL instances, create databases and users, clone existing environments, and monitor the progress of infrastructure operations.

Use these skills when you need to explore your database schema, execute SQL queries to interact with your data, and inspect how MySQL plans to execute your statements.

Use these skills when you need to manage the durability and safety of your data by creating backups, restoring from previous states, or cloning instances for recovery and testing.

Use these skills when you need to troubleshoot slow queries, analyze system-level PromQL metrics, and identify structural performance issues like table fragmentation or missing unique indexes.

Use these skills when you need to provision new Cloud SQL for SQL Server instances, create databases and users, clone existing environments, and monitor the progress of long-running operations.

Use these skills when you need to explore the database schema, execute SQL queries to interact with your data, and monitor system-level performance metrics using PromQL queries.

Use these skills when you need to manage the lifecycle and durability of your data, including creating backups, restoring from existing backups, and cloning instances for testing or migration.

Use these skills when you need to troubleshoot slow queries and analyze system-level PromQL metrics.

Sets up the necessary workspace, directories, and dependencies to test a vulnerability and generates a Proof-of-Concept.

Safely resolve and install isolated dependencies for isolated sandboxes (PoC execution).

Invoke this as your absolute first action before using any other tools whenever a user requests to fix, patch, or remediate a vulnerability. Do not perform manual research first.