# Prefect Python Workflow Orchestration Framework for Data Pipelines

> Prefect is a Python workflow orchestration framework for building resilient data pipelines. Add scheduling, retries, caching, and observability to any Python script with simple decorators. Monitor workflows through the self-hosted Prefect server or managed Prefect Cloud dashboard.

- Skill: `agentskillexchange/prefect-python-workflow-orchestration-framework-for-data-pip` (Agent Skill)
- Install (CLI): `npx skillmds@latest add agentskillexchange/prefect-python-workflow-orchestration-framework-for-data-pip`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/prefect-python-workflow-orchestration-framework-for-data-pip/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: DevOps & Infra
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/agentskillexchange/prefect-python-workflow-orchestration-framework-for-data-pip

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# Prefect Python Workflow Orchestration Framework for Data Pipelines

Prefect is a Python workflow orchestration framework for building resilient data pipelines. Add scheduling, retries, caching, and observability to any Python script with simple decorators. Monitor workflows through the self-hosted Prefect server or managed Prefect Cloud dashboard.

## Installation

Use the upstream install or setup path that matches your environment:
- pip install -U prefect
- uv add prefect

Requirements and caveats from upstream:
- Prefect is a workflow orchestration framework for building data pipelines in Python.
- Prefect requires Python 3.10+. To [install the latest version of Prefect](https://docs.prefect.io/v3/get-started/install), run one of the following commands:
- Then create and run a Python file that uses Prefect flow and task decorators to orchestrate and observe your workflow - in this case, a simple script that fetches the number of GitHub stars from a repository:

Basic usage or getting-started notes:
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- ·
- <a href="https://docs.prefect.io/v3/get-started/quickstart?utm_source=oss&utm_medium=oss&utm_campaign=oss_gh_repo&utm_term=none&utm_content=none">

- Source: https://github.com/PrefectHQ/prefect
- Extracted from upstream docs: https://raw.githubusercontent.com/PrefectHQ/prefect/HEAD/README.md

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/prefect-python-workflow-orchestration-data-pipelines/)