Why is determinism required for workflow code?

Temporal ensures resilience by replaying workflow history. If workflow code includes non-deterministic elements like random numbers or direct system time, the replay will diverge from the recorded history and cause a failure.

What is the core difference between Workflows and Activities in Temporal?

Workflows handle orchestration logic and must be deterministic (same input always equals same output), while Activities handle external interactions like API calls and database writes that can be non-deterministic.

When should I use an Entity Workflow?

Use an Entity Workflow when you have a long-lived object—like a shopping cart or a bank account—that needs to maintain its own state, receive external signals, and exist for hours, days, or even years.

How does the Saga pattern manage distributed transactions?

The Saga pattern implements distributed transactions by registering a compensating action (a rollback) before executing each step. If a failure occurs, the system executes all registered compensations in reverse order (LIFO).

Workflow Orchestration Patterns

Name: Workflow Orchestration Patterns
Author: Activer007

byActiver007

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云基础设施

Designs and implements resilient distributed workflows using Temporal to orchestrate complex microservice architectures.

This skill provides comprehensive architectural guidance for building durable, long-running processes with Temporal. It helps developers master critical patterns such as the Saga pattern for distributed transactions, state management through entity workflows, and parallel execution logic. By enforcing strict separation between deterministic orchestration logic and idempotent external activities, the skill ensures that complex business processes—ranging from payment processing to infrastructure automation—remain reliable and resumable even during infrastructure failures.

主要功能

01Enforces the fundamental separation between deterministic workflows and non-deterministic activities.

02Implements distributed transactions via the Saga pattern with compensating actions.

03Guides safe versioning strategies for updating code in long-running executions.

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05Provides robust retry policies and activity heartbeat configurations for system resilience.

06Manages long-lived entity lifecycles using the Actor model for persistent state tracking.

使用场景

01Automating complex infrastructure provisioning and CI/CD pipelines across multiple clouds.

02Coordinating human-in-the-loop approval processes that require long-term state persistence.

03Building multi-step e-commerce fulfillment systems with automatic rollback capabilities.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add activer007/ordinary-claude-skills workflow-orchestration-patterns

For use in Claude.ai and ChatGPT

Download Skill