How does this skill help with distributed transactions?

It provides patterns for the Saga Pattern, which allows you to register compensating actions for every step of a transaction to ensure safe rollbacks if a failure occurs mid-process.

Why is determinism required for workflow code?

Determinism is critical because Temporal recovers state by replaying workflow code; if the code produces different results on replay (e.g., due to random numbers or system time), the state cannot be restored.

When should I use workflow orchestration instead of simple CRUD?

Use orchestration for processes that span multiple services, require long-running state (hours to years), or need guaranteed execution despite infrastructure failures.

What is the primary difference between workflows and activities?

Workflows contain deterministic orchestration logic and decision-making, while activities handle non-deterministic external interactions like API calls, database writes, and network requests.

Workflow Orchestration Patterns

Name: Workflow Orchestration Patterns
Author: GaitanS

byGaitanS

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API 개발

Architects resilient, long-running distributed systems using Temporal workflow principles and fault-tolerant design patterns.

This skill provides specialized guidance for designing durable distributed systems with a focus on Temporal. It enables Claude to assist developers in separating deterministic orchestration logic from side-effect-prone activities, implementing Saga patterns for distributed transactions, and managing complex state across long-running processes. Whether you are building payment gateways, infrastructure automation, or multi-step business workflows, this skill ensures your system remains reliable, recoverable, and scalable by adhering to strict determinism and idempotency constraints.

주요 기능

010 GitHub stars

02Implementation of Saga patterns for distributed transaction rollbacks

03Parallel execution management via Fan-out/Fan-in patterns

04Strict separation of deterministic workflows and idempotent activities

05Long-lived entity workflow design using the Actor model

06Automatic state preservation and failure recovery strategies

사용 사례

01Automating complex infrastructure deployments with human-in-the-loop approvals

02Developing multi-step payment processing systems with automated refunds

03Managing high-consistency entity lifecycles for shopping carts or bank accounts

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add gaitans/ai-mancare workflow-orchestration-patterns

For use in Claude.ai and ChatGPT

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