materialize-docs

Name: materialize-docs
Author: materializeinc

github.com/materializeincData & databases3532 installsUpdated 1d ago

About materialize-docs

materialize-docs is a documentation skill for people working with Materialize, covering its streaming database concepts, SQL, ingestion, and operations. Its topic-based references also address integrations, deployment, and troubleshooting.

Key features

01Materialize SQL command reference
02Core concepts and architecture guidance
03External data ingestion guides
04Data transformation and optimization
05Deployment, management, and security docs

Use cases

01Look up Materialize SQL syntax
02Plan an external data ingestion path
03Troubleshoot dataflows or freshness

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/materializeinc/agent-skills --skill materialize-docs

After installing, type/materialize-docsin Claude Code to confirm it loaded.

Bundled files

References and scripts installed along with SKILL.md.

administration/

index.md

administration/billing/

index.md

administration/usage/

index.md

architecture-patterns/

index.md

architecture-patterns/live-context-graph/

index.md

architecture-patterns/ontology/

index.md

concepts/

index.md

concepts/clusters/

index.md

concepts/hydration/

index.md

concepts/indexes/

index.md

concepts/namespaces/

index.md

concepts/reaction-time/

index.md

concepts/sinks/

index.md

concepts/snapshotting/

index.md

concepts/sources/

index.md

concepts/views/

index.md

console/

index.md

console/admin/

index.md

console/clusters/

index.md

console/connect/

index.md

console/create-new/

index.md

console/data/

index.md

console/integrations/

index.md

console/monitoring/

index.md

console/sql-shell/

index.md

console/user-profile/

index.md

customer-responsibilities/

index.md

faqs/

index.md

get-started/

index.md

get-started/arrangements/

index.md

Details

From the project README

Materialize Documentation

This skill provides comprehensive documentation for Materialize, a streaming database for real-time analytics.

How to Use This Skill

When a user asks about Materialize:

For SQL syntax/commands: Read files in the sql/ directory
For core concepts: Read files in the concepts/ directory
For data ingestion: Read files in the ingest-data/ directory
For transformations: Read files in the transform-data/ directory

Documentation Sections

Administrations

Usage (Self-Managed): administration/usage/index.md
Usage & billing (Cloud): administration/billing/index.md

Architecture Patterns

Patterns for building with Materialize.

Live Context Graph: architecture-patterns/live-context-graph/index.md
Use an ontology table: architecture-patterns/ontology/index.md

Concepts

Learn about the core concepts in Materialize.

Namespaces: concepts/namespaces/index.md
Clusters: concepts/clusters/index.md
Hydration: concepts/hydration/index.md
Indexes: concepts/indexes/index.md
Reaction Time, Freshness, and Query Latency: concepts/reaction-time/index.md
Sinks: concepts/sinks/index.md
Snapshotting: concepts/snapshotting/index.md
Sources: concepts/sources/index.md
Views: concepts/views/index.md

Ingest data

Best practices for ingesting data into Materialize from external systems.

Amazon EventBridge: ingest-data/webhooks/amazon-eventbridge/index.md
AWS PrivateLink connections (Cloud-only): ingest-data/network-security/privatelink/index.md
Change a webhook source's included headers: ingest-data/webhooks/change-included-headers/index.md
CockroachDB CDC using Kafka and Changefeeds: ingest-data/cdc-cockroachdb/index.md
Debezium: ingest-data/debezium/index.md
Fivetran: ingest-data/fivetran/index.md
HubSpot: ingest-data/webhooks/hubspot/index.md
Kafka: ingest-data/kafka/index.md
MongoDB: ingest-data/mongodb/index.md
Monitoring data ingestion: ingest-data/monitoring-data-ingestion/index.md
(and 14 more files in this section)

Manage Materialize

Appendix: Alternative cluster architectures: manage/appendix-alternative-cluster-architectures/index.md
Disaster recovery (Cloud): manage/disaster-recovery/index.md
Monitoring and alerting: manage/monitor/index.md
Operational guidelines: manage/operational-guidelines/index.md
Use dbt to manage Materialize: manage/dbt/index.md
Use mz-deploy to manage Materialize: manage/mz-deploy/index.md
Use Terraform to manage Materialize: manage/terraform/index.md

Materialize console

Introduction to the Materialize Console, user interface for Materialize

Admin (Cloud-only): console/admin/index.md
Clusters: console/clusters/index.md
Connect (Cloud-only): console/connect/index.md
Create new: console/create-new/index.md
Database object explorer: console/data/index.md
Integrations: console/integrations/index.md
Monitoring: console/monitoring/index.md
SQL Shell: console/sql-shell/index.md
User profile: console/user-profile/index.md

Overview

Learn how to efficiently transform data using Materialize SQL.

Dataflow troubleshooting: transform-data/dataflow-troubleshooting/index.md
Dictionary compression: transform-data/dictionary-compression/index.md
FAQ: Indexes: transform-data/faq/index.md
Freshness troubleshooting: transform-data/freshness-troubleshooting/index.md
How to monitor freshness in Materialize: transform-data/monitor-freshness/index.md
Idiomatic Materialize SQL: transform-data/idiomatic-materialize-sql/index.md
Optimization: transform-data/optimization/index.md
Patterns: transform-data/patterns/index.md
Troubleshooting: transform-data/troubleshooting/index.md
Updating materialized views: transform-data/updating-materialized-views/index.md

References

Explain plan operators: reference/explain-plan-operators/index.md
Ingestion performance: reference/performance/index.md
Isolation levels: reference/isolation-level/index.md
M.1 to cc size mapping: reference/m1-cc-mapping/index.md
System catalog: reference/system-catalog/index.md
System clusters: reference/system-clusters/index.md

Security

Appendix: security/appendix/index.md
Cloud: security/cloud/index.md
Self-managed: security/self-managed/index.md

Self-Managed Deployments

Learn about the key components and architecture of self-managed Materialize deployments.

Appendix: self-managed-deployments/appendix/index.md
Configuring System Parameters: self-managed-deployments/configuration-system-parameters/index.md
Deployment guidelines: self-managed-deployments/deployment-guidelines/index.md
FAQ: self-managed-deployments/faq/index.md
Installation: self-managed-deployments/installation/index.md
Materialize CRD Field Descriptions: self-managed-deployments/materialize-crd-field-descriptions/index.md
Materialize Operator Configuration: self-managed-deployments/operator-configuration/index.md
Self-managed release versions: self-managed-deployments/release-versions/index.md
Troubleshooting: self-managed-deployments/troubleshooting/index.md
Upgrading: self-managed-deployments/upgrading/index.md

Serve results

Serving results from Materialize

SELECT and SUBSCRIBE: serve-results/query-results/index.md
Sink results: serve-results/sink/index.md
Use BI/data collaboration tools: serve-results/bi-tools/index.md
Use foreign data wrapper (FDW): serve-results/fdw/index.md

SQL commands

SQL commands reference.

Namespaces: sql/namespaces/index.md
ALTER CLUSTER: sql/alter-cluster/index.md
ALTER CLUSTER REPLICA: sql/alter-cluster-replica/index.md
ALTER CONNECTION: sql/alter-connection/index.md
ALTER DATABASE: sql/alter-database/index.md
ALTER DEFAULT PRIVILEGES: sql/alter-default-privileges/index.md
ALTER INDEX: sql/alter-index/index.md
ALTER MATERIALIZED VIEW: sql/alter-materialized-view/index.md
ALTER NETWORK POLICY (Cloud): sql/alter-network-policy/index.md
ALTER ROLE: sql/alter-role/index.md
(and 109 more files in this section)

Tools and integrations

Get details about third-party tools and integrations supported by Materialize

ADBC (Arrow Database Connectivity): integrations/adbc/index.md
Agent Skills: integrations/coding-agent-skills/index.md
Client libraries: integrations/client-libraries/index.md
Connect to Materialize via HTTP: integrations/http-api/index.md
Connect to Materialize via WebSocket: integrations/websocket-api/index.md
Connection Pooling: integrations/connection-pooling/index.md
**Foreign data wrapper (FDW) **: integrations/fdw/index.md
MCP Servers and agent skills: integrations/mcp-server/index.md
mz - Materialize CLI: integrations/cli/index.md
mz-debug: integrations/mz-debug/index.md
(and 1 more files in this section)

Quick Reference

Common SQL Commands

Command	Description
`CREATE SOURCE`	Connect to external data sources (Kafka, PostgreSQL, MySQL)
`CREATE MATERIALIZED VIEW`	Create incrementally maintained views
`CREATE INDEX`	Create indexes on views for faster queries
`CREATE SINK`	Export data to external systems
`SELECT`	Query data from sources, views, and tables

Key Concepts

Sources: Connections to external data systems that stream data into Materialize
Materialized Views: Views that are incrementally maintained as source data changes
Indexes: Arrangements of data in memory for fast point lookups
Clusters: Isolated compute resources for running dataflows
Sinks: Connections that export data from Materialize to external systems

Comments

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Details

Author: materializeinc
Repository: materializeinc/agent-skills
Category: Data & databases
Installs: 532
GitHub stars: 3

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