Why is determinism required in workflows?

Temporal preserves state by replaying event history; if the workflow code isn't deterministic, the replay could result in a different execution path, causing failure.

What is the core rule of Temporal workflow design?

The fundamental rule is that Workflows must be deterministic (orchestration logic) while Activities handle all non-deterministic external interactions like API calls or database writes.

How does this skill handle distributed transactions?

It utilizes the Saga pattern with compensation logic, ensuring that if a multi-step process fails, all previous successful steps are rolled back in reverse order.

When should I use an Entity Workflow?

Use an Entity Workflow when you need a long-lived process representing a single instance, like a shopping cart or bank account, that needs to maintain state over time.

Workflow Orchestration Patterns

Name: Workflow Orchestration Patterns
Author: HermeticOrmus

byHermeticOrmus

0•

API Development

Designs resilient, distributed workflows using Temporal patterns to ensure reliability in complex microservice architectures.

This skill provides specialized guidance for architecting durable distributed systems using Temporal. It enables developers to master the critical separation between deterministic orchestration logic (Workflows) and non-deterministic side effects (Activities). By implementing patterns like Sagas for distributed transactions, Entity Workflows for state management, and sophisticated retry policies, this skill helps ensure that long-running business processes remain consistent and recoverable even in the face of infrastructure failures.

Key Features

01Saga pattern implementation for distributed transaction rollbacks

02Entity workflow patterns for long-lived actor models

03Resilience strategies including exponential backoffs and heartbeats

04Deterministic state management and constraint validation

05Temporal workflow vs. activity architectural separation

060 GitHub stars

Use Cases

01Managing human-in-the-loop approval processes that persist for days or weeks

02Automating complex infrastructure provisioning and CI/CD pipelines

03Building multi-step e-commerce fulfillment systems with automated rollbacks

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add hermeticormus/floraheritage workflow-orchestration-patterns

For use in Claude.ai and ChatGPT

Download Skill