What orchestration tools does this skill support?

It supports a wide range of orchestration tools including Apache Airflow, Prefect, Celery, Bull queues, and standard system-level Cron jobs.

Can it help with data processing and ETL?

Yes, it is designed to structure complex data-heavy pipelines as Directed Acyclic Graphs (DAGs) to ensure proper task sequencing and data integrity.

How does it handle task failures within a workflow?

The skill prioritizes reliability by implementing automated retries with exponential backoff and configuring alerts for critical task failures.

Does it provide guidance on idempotency?

Absolutely. It emphasizes ensuring that workflows are idempotent, meaning running the same process multiple times will not result in inconsistent states or errors.

Is this suitable for background jobs in web apps?

Yes, it includes patterns for using Celery and other task queues to handle asynchronous background tasks like email dispatching or image processing.

Workflow Orchestrator

Name: Workflow Orchestrator
Author: k1lgor

byk1lgor

0•

생산성 및 워크플로

Design and implement robust, scheduled, and event-driven task pipelines using industry-standard orchestration tools.

The Workflow Orchestrator skill empowers Claude to architect complex automation systems, ranging from simple cron jobs to sophisticated data pipelines. It provides expert guidance on designing Directed Acyclic Graphs (DAGs), managing task dependencies, and ensuring system reliability through features like exponential backoff retries and idempotency. Whether you are building asynchronous background tasks with Celery, managing data-heavy ETL processes with Airflow, or setting up system-level schedules, this skill ensures your workflows are scalable, observable, and resilient.

주요 기능

01Implementation of reliable retry logic with exponential backoff

02Support for multiple tools including Airflow, Prefect, Celery, and Cron

030 GitHub stars

04DAG-based workflow design for complex task dependencies

05Expertise in creating idempotent and failure-resistant processes

06Integrated alerting and monitoring setup for task failures

사용 사례

01Automating nightly database backups and system maintenance scripts

02Managing asynchronous background jobs for web applications

03Building multi-stage ETL data pipelines for business intelligence

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add k1lgor/virtual-company 24-workflow-orchestrator

For use in Claude.ai and ChatGPT

Download Skill