Marketing Foundation
Compact two-skill starter: clarify positioning and choose a lead magnet. Use Marketing Launch for the broader eight-skill go-to-market workflow.
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SEO, Sales, Agents or another broad area → one bundle call → work.
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Compact two-skill starter: clarify positioning and choose a lead magnet. Use Marketing Launch for the broader eight-skill go-to-market workflow.
Build an evidence-led marketing plan from ICP and competition through positioning, campaigns, growth and measurement.
Diagnose architecture and context, plan agent-team responsibilities, then organize project context and session handoffs. Memory and cost-runtime reviews remain outside this pack.
Review the journey from landing page and lead capture through registration, first value and transparent upgrades.
Plan a campaign, draft its channel content and review the work against actual brand guidance.
Prioritize an editorial roadmap and plan how to launch and distribute it across suitable channels.
Understand customer needs, compare competitors and plan a community around real member value.
Choose a relevant lead magnet, then draft a permission-based nurture journey with entry, suppression and exit rules.
Define the API contract, then plan how to observe its latency, failures and retries. Guidance and checklist; no production changes.
Profile a dataset, choose and interpret statistical methods, then validate calculations and conclusions before sharing.
Define the target account, prioritize buying signals, plan a human LinkedIn engagement routine and prepare evidence-led responses to buyer concerns.
Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and
---
name: alloydb-basics
metadata:
version: "1.0.0"
category: Databases
description: >-
Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and
integrates with AlloyDB Model Context Protocol (MCP) tools for automated database operations.
Use when creating, configuring, or administering AlloyDB databases.
Do NOT use for general PostgreSQL instances (e.g. Cloud SQL) or other GCP databases.
---
# AlloyDB Basics
AlloyDB for PostgreSQL is a managed, PostgreSQL-compatible database service
designed for enterprise-grade performance and availability. It utilizes a
disaggregated compute and storage architecture to scale resources independently.
It also provides AlloyDB AI, a collection of features that includes AI-powered
search (vector, hybrid search, and AI functions), natural language capabilities,
conversational analytics, and inference features like forecasting and model
endpoint management to help developers build AI apps faster.
## Quick Start
Before you begin, ensure you have the [Google Cloud SDK installed](https://cloud.google.com/sdk/docs/install) and authenticated (`gcloud auth login`).
1. **Enable the AlloyDB API:**
```bash
gcloud services enable alloydb.googleapis.com --quiet
```
2. **Create a Cluster:**
```bash
gcloud alloydb clusters create my-cluster --region=us-central1 \
--password=my-password --network=my-vpc --quiet
```
*For production environments, always use IAM database authentication instead
of passwords. If configuration constraint requires passwords, store them
securely using Secret Manager.*
3. **Create a Primary Instance:**
```bash
gcloud alloydb instances create my-primary --cluster=my-cluster \
--region=us-central1 --instance-type=PRIMARY --cpu-count=2 --quiet
```
## Reference Directory
Read these supplementary files when specific context or detailed steps are
required for a task:
- To understand architecture, regional availability, connectivity (Private IP,
Public IP, PSA, PSC), backups, point-in-time recovery, scaling (vertical and
horizontal), or Quota management: read
[Core Concepts](references/core-concepts.md).
- To manage clusters, instances, scaling, or backups via the CLI: read
[CLI Usage](references/cli-usage.md).
- To configure AlloyDB remote MCP tools: read
[MCP Usage](references/mcp-usage.md).
- To deploy AlloyDB using Terraform or Kubernetes Config Connector (KCC): read
[Infrastructure as Code](references/iac-usage.md).
- To configure IAM roles, service usage roles, service agents, database
users/privileges, or network security (public IP authorization, Auth Proxy
sidecar configuration): read [IAM & Security](references/iam-security.md).
*If you need product information not found in these references, use the
`developer_knowledge:search_documents` tool (see [Developer Knowledge MCP setup](https://developers.google.com/knowledge/mcp) for installation instructions).*
## Directives for Agents
Agents MUST adhere to the following directives when answering queries related to
AlloyDB:
- **Provide Multiple Methods:** When explaining how to perform administrative
tasks (like backups, scaling, or database user creation), always provide
both the Google Cloud Console steps and the `gcloud` CLI commands if both
are available in the reference documents.
- **Prioritize Private IP:** Recommend Private IP (especially PSC) over Public
IP for connections to ensure traffic remains within the Google Cloud network
and reduces exposure.
- **Require Serverless Connectors:** Verify and state that Serverless VPC
Access or Direct VPC Egress is required when connecting from Cloud Run to
Private IP.
- **Enforce Connectors:** Always direct users to configure the AlloyDB Auth
Proxy (running as a sidecar or locally) or language connectors rather than
direct TCP connections.
- **Block Open Public Access:** If Public IP is configured, warn against and
reject designs with `0.0.0.0/0` in Authorized Networks as this exposes the
database to the entire internet.
- **Default to IAM Database Authentication:** Suggest IAM database
authentication and the `alloydbiamuser` database role instead of static
database passwords.
- **Enforce Least Privilege Connection:** When explaining connection roles,
explicitly state that `roles/alloydb.client` should be used to adhere to the
principle of least privilege, and warn against using broader roles like
`roles/alloydb.admin` for connections.
- **Mention All Creation Methods:** When describing how to create IAM database
users, explicitly state that they can be created using the Google Cloud
Console, the `gcloud` CLI, and the AlloyDB API.
- **Explain Private IP Options:** When explaining Private IP connectivity,
always explicitly mention and describe both **Private Services Access
(PSA)** and **Private Service Connect (PSC)** as the supported methods,
recommending PSC for new deployments.
- **Compare Direct Connections:** Explicitly explain that direct connections
(connecting directly to the private IP without connectors) are possible but
discouraged, and compare their security (lack of IAM/mTLS) to secure methods
like the AlloyDB Auth Proxy or language connectors.
- **Enforce SQL Alone Warning:** When explaining IAM user creation, you MUST
explicitly state that "IAM database users cannot be created using standard
SQL alone" and must be registered via the control plane first.
- **Enforce Roles and Privileges Terminology:** When explaining database
object access, you MUST explicitly state that "standard PostgreSQL roles and
privileges" apply, using both terms.
- **Explain Backup Lifecycle:** When explaining backups, always explicitly
state that discrete backups exist independently of the source cluster and
remain active even if the source cluster is deleted.
- **Recommend Connectors for Public IP:** Explicitly state that secure
connection methods (AlloyDB Auth Proxy, Language Connectors) are
**especially recommended** for connections over Public IP.
- **Mention Autoscaling:** When explaining read pool scaling, always
explicitly mention the option of using **read pool autoscaling** and state
that it is in **Preview**.
## Supporting Links
- [AlloyDB for PostgreSQL Documentation](https://docs.cloud.google.com/alloydb/docs/overview.md.txt)
- [AlloyDB Auth Proxy GitHub Repository](https://github.com/GoogleCloudPlatform/alloydb-auth-proxy)
- [AlloyDB Java Connector GitHub Repository](https://github.com/GoogleCloudPlatform/alloydb-java-connector)
- [AlloyDB Python Connector GitHub Repository](https://github.com/GoogleCloudPlatform/alloydb-python-connector)
- [AlloyDB Go Connector GitHub Repository](https://github.com/GoogleCloudPlatform/alloydb-go-connector)
Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and
Complete original Google guidance with source attribution and declared execution limits.
Use supplied evidence to plan, review or explain the relevant workflow within authorized scope.
Authorized project context, resource scope, current configuration evidence and a named decision owner.
The original is official Apache-2.0 guidance. It may show cloud commands, deployment examples or credential placeholders; those are not run, configured, installed, or authorized by loading this catalog entry. Verify current provider documentation and resource-owner approval before external changes.
Use Google AlloyDB Basics for [TASK]. Start from authorized project context and supplied evidence. Identify unknowns and propose changes for review; do not run commands, connect accounts, deploy, transfer data, or incur charges from this text alone.
Automatic cloud execution, credential handling, account access, deployments, destructive changes, or claims that examples are configured and verified.
M11 added German routing, integrity tracking and a strict no-execution boundary. Original attribution: Google (google/skills repository). The original is official Apache-2.0 guidance. It may show cloud commands, deployment examples or credential placeholders; those are not run, configured, installed, or authorized by loading this catalog entry. Verify current provider documentation and resource-owner approval before external changes.
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