When should I use workflow orchestration instead of standard APIs?

Use orchestration for multi-step processes spanning different services, long-running tasks that must survive restarts, and complex business logic requiring automatic state persistence.

Why is determinism critical for workflows?

Temporal recovers from failures by replaying workflow code. If the code is non-deterministic (e.g., uses random numbers or direct API calls), the replay will diverge from the recorded history, causing a failure.

How does this skill help with distributed transactions?

It provides patterns for the Saga logic, which allows you to register compensation actions for every step of a process, ensuring a clean rollback if a multi-service transaction fails.

What is the core rule of Temporal workflow design?

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

Workflow Orchestration Patterns

Name: Workflow Orchestration Patterns
Author: HermeticOrmus

byHermeticOrmus

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생산성 및 워크플로

Designs and implements resilient, durable distributed workflows using Temporal patterns and architectural best practices.

This skill equips Claude with the architectural expertise required to build reliable distributed systems using the Temporal orchestration engine. It provides comprehensive guidance on separating orchestration logic (Workflows) from external side effects (Activities), implementing distributed transactions via the Saga pattern, and ensuring system resilience through robust error handling and idempotency. It is an essential resource for developers building complex, multi-step business processes that require guaranteed state preservation, long-running execution, and automatic recovery from infrastructure failures.

주요 기능

01Configures advanced resilience patterns including exponential backoff and activity heartbeats

02Enforces strict separation between deterministic orchestration and side-effect activities

03Provides guidance on state management and determinism constraints to ensure reliable replays

04Architects scalable fan-out/fan-in patterns for high-throughput parallel task execution

05Implements the Saga pattern for reliable distributed transactions and compensation logic

060 GitHub stars

사용 사례

01Orchestrating complex e-commerce checkouts with payment, inventory, and shipping steps

02Implementing human-in-the-loop approval processes that span days or weeks

03Managing long-running infrastructure automation and multi-stage CI/CD pipelines

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add hermeticormus/floreserlife workflow-orchestration-patterns

For use in Claude.ai and ChatGPT

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