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astronomer avatar

Airflow

astronomer/agents
1.3k installs419 stars
Summary

This wraps the `af` CLI for hands-on Airflow operations: listing DAGs, triggering runs, reading task logs, diagnosing failures, and checking system config like connections, variables, and pools. It also covers the Astro CLI for local development and deployment. The instance management is solid, you can switch between prod, staging, and local environments with persistent config that mirrors git's system/global/local scoping. When things break, `af runs diagnose` and `af dags errors` get you straight to the problem. It routes to separate skills for writing DAGs, debugging import errors, and deployments, so this stays focused on runtime operations. Use it when you need to see what's running, fix what's broken, or just poke around Airflow state without opening the web UI.

Install to Claude Code

npx -y skills add astronomer/agents --skill airflow --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Categories
Backend & APIsTesting & QADevOps & CI/CDData Science & MLDebuggingAutomation & WorkflowsMarketing & SEOSales & MarketingCLI & TerminalDatabases
View on GitHub

More from astronomer/agents

All 24 skills →
  • Authoring Dags1.1k
  • Debugging Dags1.1k
  • Testing Dags1k
  • Migrating Airflow 2 To 3993
  • Managing Astro Local Env952
  • Tracing Upstream Lineage946
  • Setting Up Astro Project941
  • Profiling Tables927
  • Tracing Downstream Lineage925
  • Checking Freshness906
  • Annotating Task Lineage863
  • Cosmos Dbt Core861
  • Airflow Hitl851
  • Creating Openlineage Extractors834
  • Cosmos Dbt Fusion805
  • Warehouse Init717
  • Deploying Airflow657
  • Troubleshooting Astro Deployments505
  • Airflow Plugins488
  • Managing Astro Deployments467
  • Blueprint430
  • Init178
  • Analyzing Data1.3k

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