Airflow: Seamless workflow automation for data teams
From the repo · “Apache Airflow - A platform to programmatically author, schedule, and monitor workflows”
Airflow: Automate Workflows lets you create a schedule for tasks and jobs with code.
"A solo developer uses Airflow to automate a daily report on website traffic. She sets up a DAG, creates a schedule for the task to run every morning, and configures a connection to Google Analytics. Once done, the report will be sent to her email every morning at 8 am."
- •When you need to manage complex data workflows across multiple systems and teams
- •To automate and schedule recurring data tasks, such as data ingestion and processing
- •For building and managing machine learning pipelines that require data preparation, training, and deployment
Run a sample DAG with `airflow trigger_dag example_bash_operator` to see how Airflow can execute a series of bash commands
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
Installs with a command or two; your AI agent can do it for you.
mkdir -p ~/.claude/skills/airflow && curl -fsSL https://workflowstacks.com/api/skills/airflow/claude-skill -o ~/.claude/skills/airflow/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
Airflow: Seamless workflow automation for data teams is a very large Python project (~945k lines across 5104 code files, plus 4034 test files). Setup is light: installs like a normal app. Reading the code is optional. Last commit this month, Apache-2.0 license, has a test suite.
- 1README.mdStart here — what it does and how to install it
- 2AGENTS.mdThe instructions the AI actually follows
- 3pyproject.tomlDependencies and the commands it exposes
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
Installs with a command or two; your AI agent can do it for you.
mkdir -p ~/.claude/skills/airflow && curl -fsSL https://workflowstacks.com/api/skills/airflow/claude-skill -o ~/.claude/skills/airflow/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
Are you the creator of this tool? and earn 85% of every sale.
Show it off in your README:
[](https://workflowstacks.com/skills/airflow?utm_source=github&utm_medium=badge)The five fastest-growing open-source AI skills, ranked by GitHub star growth. One email a week, unsubscribe anytime.
Do this with a working workflow
Pages we wrote and tested that put a skill like this to work — importable n8n templates, outcome guides and Claude Desktop configs.
Automate your weekly client reports
Keep each client’s metrics in a Google Sheet. Every Monday the workflow reads the week’s numbers, writes a plain-English narrative — what moved, why, and what’s next — and emails it to the client.
Free n8n templateWeekly Client Report
Every Monday, turn the week’s metrics into a clear client-facing narrative report — what happened, why, what’s next — and email it automatically.
MCP configGitHub MCP config
Search repos, read code, open issues and PRs from Claude.
Related skills
More automation tools founders pair with this one.