outbox

Implement a transactional outbox pattern for atomic event publishing.

Updated Jun 5, 2026
One-click install
npx skills add https://github.com/hung-phan/system-skills --skill outbox-hung-phan
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: outbox
Source: https://github.com/hung-phan/system-skills/tree/main/skills/system-review/references/data-systems/outbox
Command: npx skills add https://github.com/hung-phan/system-skills --skill outbox-hung-phan

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

The outbox pattern resolves the dual-write problem in distributed systems, ensuring that both database and event store operations are atomically committed to avoid data inconsistencies and failures.

Core Features & Use Cases

  • Atomic Transactions: Guarantees that database and event store operations are committed together, preventing partial updates.
  • Exactly-Once Delivery: Ensures that domain events are delivered exactly once to the event store, even in the presence of failures.
  • Use Case: For example, in a microservices architecture, the outbox pattern can be used to atomically update a customer's database record and publish an event about the update to a message broker.

Quick Start

Use the outbox pattern to publish an order placed event and update the customer's order record atomically.

Frequently Asked Questions about outbox

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I prevent data inconsistencies from the dual-write problem in distributed systems?

To prevent dual-write data inconsistencies in distributed systems, use the transactional outbox pattern to atomically commit database and event store operations together. This guarantees both updates succeed or fail as a single unit, avoiding partial updates.

What is the transactional outbox pattern in microservices?

The transactional outbox pattern in microservices is a technique that uses an in-memory outbox table to store domain events. A separate process or service then publishes these events to a message broker, ensuring transactional integrity across the distributed system.

How do I achieve exactly-once delivery of business transactions in an event-driven architecture?

Achieve exactly-once delivery in an event-driven architecture by implementing a transactional outbox. It ensures domain events are delivered exactly once to the event store, maintaining consistency even when failures occur during message publishing.

How do I atomically update a database record and publish an event to a message broker?

Atomically update a database record and publish an event to a message broker by applying the transactional outbox pattern. Write the record and the event to an outbox table within the same transaction, then use a separate process to publish the event.

Do I need a separate process to publish events when using the transactional outbox pattern?

Yes, the transactional outbox pattern requires a separate process or service for publishing events. While the in-memory outbox table stores the events atomically, this dedicated publisher process handles delivering them to the message broker.

What is the best way to ensure atomicity and event consistency across distributed systems?

The best way to ensure atomicity and event consistency across distributed systems is the transactional outbox pattern. It solves the dual-write problem by guaranteeing database and event store operations are committed together, preventing data failures.