What is the main difference between a Workflow and an Activity?

Workflows handle orchestration logic and must be deterministic to allow for replays, while Activities perform external side effects like API calls and database writes that can be non-deterministic.

How does this skill help with distributed transactions?

It provides implementation patterns for the Saga pattern, enabling reliable rollbacks through registered compensation actions that execute in reverse order if a multi-step process fails.

When should I avoid using workflow orchestration?

Workflow orchestration is overhead for simple CRUD operations, stateless request/response APIs, or high-volume real-time data streaming where tools like Kafka are more appropriate.

Why is determinism critical in Temporal workflows?

Determinism ensures that the workflow engine can recreate the exact state of a process by replaying its event history; any non-deterministic logic (like random numbers or direct API calls) would break this recovery process.

Workflow Orchestration Patterns

Name: Workflow Orchestration Patterns
Author: drgaciw

bydrgaciw

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API Development

Designs resilient, distributed workflows using Temporal patterns for durable state management and fault-tolerant orchestration.

This skill provides comprehensive guidance on building reliable distributed systems using Temporal's workflow orchestration engine. It facilitates the implementation of complex business logic by enforcing the strict separation of deterministic workflows from side-effect-heavy activities, ensuring that long-running processes can survive infrastructure failures. Whether implementing the Saga pattern for distributed transactions or managing entity lifecycles with an actor-model approach, this skill helps developers navigate critical design decisions like idempotency, retry policies, and versioning strategies for production-grade backend services.

Key Features

01Implementation of Saga patterns with automated compensation logic

02Versioning and compatibility patterns for evolving distributed systems

03Strategies for long-running processes and human-in-the-loop workflows

040 GitHub stars

05Best practices for idempotent activity execution and failure recovery

06Guidance on deterministic workflow design and state machine principles

Use Cases

01Coordinating complex, multi-service payment and fulfillment flows

02Managing long-lived entity states like user accounts or shopping carts

03Automating infrastructure provisioning and multi-step CI/CD pipelines

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add drgaciw/academic-compliance-hub-glm workflow-orchestration-patterns

For use in Claude.ai and ChatGPT

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