Open source alternatives to managed-airflow-migrations
24 open source AI Skills apps to use instead, best rated first.
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github-ops
Getgithub-ops is an agent skill from the ECC collection by affaan-m, listed on skills.sh. It manages a GitHub repository with a focus on community health, CI reliability and the experience of contributors. It covers triaging issues by classify
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opensource-pipeline
Getopensource-pipeline is an agent skill from the ECC collection by affaan-m, listed on skills.sh. It prepares a private project for safe public release through a three-stage pipeline. The fork stage strips secrets from a copy. The sanitise st
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andrej-karpathy-skills
Getandrej-karpathy-skills is a single CLAUDE.md file from the multica-ai project that is meant to improve how Claude Code behaves on coding tasks. It is derived from Andrej Karpathy's public observations about LLM coding pitfalls. The file dis
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microsoft/markitdown
Getmarkitdown-mcp is the MCP server package for MarkItDown, Microsoft's tool for converting many file formats to Markdown for language models. It is a lightweight server that runs over stdio, Streamable HTTP or SSE, and exposes one tool, conve
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od-contribute
Getod-contribute is an agent skill in the OpenDesign project that provides a guided, one-click contribution flow to the OpenDesign repository, written so that people without a coding background can send a real pull request. It is locked to the
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github-deep-research
Getgithub-deep-research is an agent skill from the DeerFlow project that researches a single GitHub repository in several rounds and writes a report in Markdown. It is for requests that need more than a README summary, such as a comprehensive
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About managed-airflow-migrations

managed-airflow-migrations
Provides guidance for migrating Apache Airflow DAGs in Managed Service
Managed Airflow migrations is an agent skill for adjusting Apache Airflow DAGs so they run on a newer Airflow version. It applies to DAGs from an existing Managed Service for Apache Airflow environment, formerly Cloud Composer, or to DAG files you have locally. The target versions are Airflow 2.11.1 on Managed Service for Apache Airflow Gen 2 or Gen 3, and Airflow 3 on Gen 3. The skill works in phases, starting with discovery and download. It downloads the existing DAG files only when you ask for that, and it inspects the source environment to confirm its Airflow version only when you request it, so it does not touch an environment unexpectedly. A reference explains how to inspect environments and download files. The skill is useful for data engineering teams who need to upgrade their Airflow version and want the DAG changes reviewed in a structured way rather than found by trial and error. It is published by Google on skills.sh under the google skills repository, with about 3.9K installs. The skills.sh listing shows Gen Agent Trust Hub, Socket and Snyk all passing.
- Price
- Free
- Made by
- Category
- AI Skills
- Website
- github.com/google/skills/managed-airflow-migrations










