Apache Airflow skills
8 first-party Apache Airflow contributor skills for building new-language SDKs, AIP playbooks and progress tracking, provider release documentation, and translations. skills-hub.ai mirrors 6 skills from Apache Airflow daily, every skill links back to its upstream GitHub source. Install with one command across Claude Code, Cursor, Codex, Windsurf, and any MCP-compatible tool.
Upstream: github.com/apache/airflow
Installing a Apache Airflow skill
Pick a skill below, then run the install command for your AI coding tool. The skills-hub CLI writes the SKILL.md to the right directory and tracks the install in .skills.json so your team gets reproducible installs.
# Install a Apache Airflow skill
npx @skills-hub-ai/cli install <skill-slug>
# Browse all Apache Airflow skills via API
curl https://skills-hub.ai/api/v1/skills?source=apache-airflow
# Browse all sources
open https://skills-hub.ai/sourcesTop Apache Airflow skills
See all →The most-installed skills from Apache Airflow, ranked by adoption.
01prepare-providers-documentation
Replace the manual commit-by-commit classification step in `breeze release-management prepare-provider-documentation` with AI-driven classification. For each provider with pending changes, analyze every PR (batched into one sub-agent per provider, not one per PR), pay special attention to potentially breaking changes by inspecting the actual diff, scope multi-provider PRs to the current provider's slice, ask the release manager when uncertain, and apply version bumps + changelog entries. Use during the regular provider release cycle as an alternative to the interactive breeze prompts.
Buildfrom Apache Airflow02aip-user-stories
Generate verified recipe playbooks from AIPs with PR implementations (post mode), or speculative user stories from AIPs without implementations (pre mode). Use when the user provides an AIP URL or AIP content, optionally with PR URLs and file paths.
Buildfrom Apache Airflow03airflow-java-sdk
Guide for contributing to the Airflow Java SDK (AIP-108). Use this skill whenever a contributor is working in the `java-sdk/` directory or on the Java coordinator in `task-sdk/src/airflow/sdk/coordinators/java/` — whether they want to add a feature, write tests, fix a bug, understand the architecture, or prepare a PR. Trigger on phrases like "Java SDK", "JavaCoordinator", "java-sdk", "annotation processor", "Builder.Task", "BundleBuilder", or anything about running JVM tasks in Airflow.
Buildfrom Apache Airflow04airflow-new-sdk
Guide for implementing a brand-new language SDK for Airflow (AIP-108). Use this skill when a contributor wants to add support for a new programming language — designing the Python coordinator, implementing the wire protocol in the target language, writing the bundle format, and structuring the PR. Trigger on phrases like "new language SDK", "new SDK", "add support for [language]", "implement coordinator for", "SubprocessCoordinator", "BaseCoordinator", "new runtime", "AFBNDL01", "supervisor schema", or anything about bringing a new language into the Airflow executor ecosystem.
Buildfrom Apache Airflow05airflow-translations
Add or update translations for the Apache Airflow UI. Guides through setting up locales, scaffolding translation files, translating with locale-specific guidelines, and validating results. Use when working with i18n tasks in airflow-core/src/airflow/ui/public/i18n/locales/.
Buildfrom Apache Airflow06magpie-setup
Adopt and maintain the apache-steward framework in a project repo via the snapshot-based adoption mechanism. The only framework skill committed in an adopter's repo; every other skill is a symlink the adopt sub-action wires up. Sub-actions: `/magpie-setup` - first-time adoption (default; main-checkout only) `/magpie-setup upgrade` - refresh the gitignored snapshot per the committed lock (main-checkout only) `/magpie-setup worktree-init` - symlink a worktree's snapshot to the main's `/magpie-setup verify` - health check + drift detection `/magpie-setup override <skill>` - open or scaffold an agentic override in `.apache-magpie-overrides/` `/magpie-setup unadopt` - reverse the adoption (snapshot, locks, symlinks, hook, doc sections); preserves `.apache-magpie-overrides/` by default (main-checkout only)
Buildfrom Apache Airflow
About this source
skills-hub.ai mirrors skills from 90+ official GitHub repositories every day. Each imported skill is parsed from a SKILL.md file in the source repo, gets a security scan and quality score on import, and links back to its upstream source of truth.
Last sync: Jun 30, 2026, 10:55 PM (success).
Apache Airflow skills, frequently asked
What are Apache Airflow skills?
Apache Airflow skills are AI coding skills published by Apache Airflow (8 first-party Apache Airflow contributor skills for building new-language SDKs, AIP playbooks and progress tracking, provider release documentation, and translations.) and mirrored daily on skills-hub.ai. They are SKILL.md files that follow the open Agent Skills standard, so they work in Claude Code, Cursor, Codex CLI, Windsurf, Copilot, and any MCP-compatible tool.
How many Apache Airflow skills are available?
skills-hub.ai indexes 6 skills from Apache Airflow, synced daily from the upstream GitHub repository (https://github.com/apache/airflow).
How do I install a Apache Airflow skill?
Run `npx @skills-hub-ai/cli install <skill-slug>` in your project. The CLI writes the SKILL.md to the right directory for your AI tool and adds it to your `.skills.json` lockfile so your team gets the same skills at the same versions.
Are these official Apache Airflow skills?
Yes. Every skill from this source is mirrored from Apache Airflow's own GitHub repository (https://github.com/apache/airflow). Each skill page links back to the upstream source of truth, so you can verify the original.