Chart Tests
astronomer/airflow-chart
A skill your agent uses when writing, editing, reviewing, or running Helm chart tests for the Astronomer airflow-chart repository.
Airflow adapter pattern for v2/v3 API compatibility. An agent skill from astronomer/agents.
Install Airflow Adapter
$ npx skills add astronomer/agents --skill airflow-adapter -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install astronomer/agents airflow-adapter --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/astronomer/agents.git skills-src && mkdir -p .claude/skills && cp -r skills-src/astro-airflow-mcp/.claude/skills/airflow-adapter .claude/skills/airflow-adapter && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "airflow-adapter" agent skill from https://github.com/astronomer/agents/tree/main/astro-airflow-mcp/.claude/skills/airflow-adapter into .claude/skills/airflow-adapter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "airflow-adapter", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/astronomer/agents/tree/main/astro-airflow-mcp/.claude/skills/airflow-adapterType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add astronomer/agents --skill airflow-adapter -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install astronomer/agents airflow-adapter --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/astronomer/agents.git skills-src && mkdir -p .agents/skills && cp -r skills-src/astro-airflow-mcp/.claude/skills/airflow-adapter .agents/skills/airflow-adapter && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "airflow-adapter" agent skill from https://github.com/astronomer/agents/tree/main/astro-airflow-mcp/.claude/skills/airflow-adapter into .agents/skills/airflow-adapter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "airflow-adapter", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add astronomer/agents --skill airflow-adapter -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install astronomer/agents airflow-adapter --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/astronomer/agents.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/astro-airflow-mcp/.claude/skills/airflow-adapter .cursor/skills/airflow-adapter && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "airflow-adapter" agent skill from https://github.com/astronomer/agents/tree/main/astro-airflow-mcp/.claude/skills/airflow-adapter into .cursor/skills/airflow-adapter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "airflow-adapter", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/astronomer/agents.git --path astro-airflow-mcp/.claude/skills/airflow-adapter--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add astronomer/agents --skill airflow-adapter -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install astronomer/agents airflow-adapter --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/astronomer/agents.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/astro-airflow-mcp/.claude/skills/airflow-adapter .gemini/skills/airflow-adapter && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "airflow-adapter" agent skill from https://github.com/astronomer/agents/tree/main/astro-airflow-mcp/.claude/skills/airflow-adapter into .gemini/skills/airflow-adapter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "airflow-adapter", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install astronomer/agents airflow-adapterInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add astronomer/agents --skill airflow-adapter -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/astronomer/agents.git skills-src && mkdir -p .github/skills && cp -r skills-src/astro-airflow-mcp/.claude/skills/airflow-adapter .github/skills/airflow-adapter && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "airflow-adapter" agent skill from https://github.com/astronomer/agents/tree/main/astro-airflow-mcp/.claude/skills/airflow-adapter into .github/skills/airflow-adapter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "airflow-adapter", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add astronomer/agents --skill airflow-adapter -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install astronomer/agents airflow-adapter --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/astronomer/agents.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/astro-airflow-mcp/.claude/skills/airflow-adapter .opencode/skills/airflow-adapter && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "airflow-adapter" agent skill from https://github.com/astronomer/agents/tree/main/astro-airflow-mcp/.claude/skills/airflow-adapter into .opencode/skills/airflow-adapter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "airflow-adapter", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
airflow-adapter- GitHub stars
- 451
- Token cost
- ~228 tokens
- SKILL.md length
- 45 words
- Files
- 3
- Skills in repo
- 34
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Airflow adapter pattern for v2/v3 API compatibility. An agent skill from astronomer/agents.
- Working with adapters
- SKILL.md covers Architecture, Key Files, Related Files and Quick Reference
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Version detection
What it does
Airflow Adapter is an agent skill from astronomer/agents. Airflow adapter pattern for v2/v3 API compatibility. Use when working with adapters, version detection, or adding new API methods that need to work across Airflow 2.x and 3.x.
Its SKILL.md is about 230 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `api-differences.md` and `patterns.md`).
It sits in Data & Analytics, covering Data pipelines and ETL. It works with Apache Airflow. The repository describes itself as: AI agent tooling for data engineering workflows. The licence is Apache-2.0.
When your agent uses it
- Working with adapters
- Version detection
- Adding new API methods that need to work across Airflow 2.x and 3.x
Example prompts
- “/airflow-adapter”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit 486ee63. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are python).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Airflow Adapter loads about 228 tokens when it runs. Until then it costs about 48 tokens; SKILL.md has 45 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from astronomer/agents at commit 486ee63, republished under its Apache-2.0 licence (© astronomer). 45 words, ~228 tokens.
Download SKILL.mdSave it as
.claude/skills/airflow-adapter/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.- name
- airflow-adapter
- description
- Airflow adapter pattern for v2/v3 API compatibility. Use when working with adapters, version detection, or adding new API methods that need to work across Airflow 2.x and 3.x.
Airflow Adapter Pattern
Enables compatibility with both Airflow 2.x (/api/v1) and 3.x (/api/v2).
Architecture
MCP Tool → _get_adapter() → AirflowV2Adapter or AirflowV3Adapter → Airflow APIVersion is auto-detected at startup.
Key Files
adapters/base.py- Abstract interfaceadapters/airflow_v2.py- Airflow 2.x (/api/v1)adapters/airflow_v3.py- Airflow 3.x (/api/v2)
Related Files
- @api-differences.md - V2 vs V3 field/endpoint differences
- @patterns.md - Implementation patterns
Quick Reference
adapter = _get_adapter()
dags = adapter.list_dags(limit=100)
run = adapter.trigger_dag_run("my_dag", conf={"key": "value"})© astronomer, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 2 other files in astro-airflow-mcp/.claude/skills/airflow-adapter of astronomer/agents.
- SKILL.md
- api-differences.md
- patterns.md
Open the folder on GitHubat commit 486ee63
Compare with similar skills
Airflow Adapter next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Airflow Adapter this skillastronomer/agents | 451 | — | ~228 | Automated safety check: Pass | Apache-2.0 | |
| Chart Testsastronomer/airflow-chart | 297 | — | ~2.8k | Automated safety check: Pass | Custom licence | |
| Functional Testsastronomer/airflow-chart | 297 | — | ~2.2k | Automated safety check: Pass | Custom licence | |
| Create Examplegodatadriven/whirl | 205 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Senior Data Engineerbenchflow-ai/skillsbench | 1.8k | — | ~5.9k | Automated safety check: Pass | MIT | |
| Airflow DAG Patternswshobson/agents | 40k | 9 repos | ~784 | Automated safety check: Pass | MIT |
Similar skills
Functional Tests
astronomer/airflow-chart
A skill your agent uses when writing, editing, reviewing, or running functional (end-to-end) tests for the Astronomer airflow-chart repository.
Create Example
godatadriven/whirl
Create a new Whirl example project in the examples/ directory.
Senior Data Engineer
benchflow-ai/skillsbench
World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, real-time streaming, and data infrastructure.
Airflow DAG Patterns
wshobson/agents
Patterns for writing production-ready Apache Airflow DAGs: task dependencies, custom operators and sensors, local testing, and rules for what to avoid.
Version Bumper
godatadriven/whirl
Bump the Airflow or Python version across all project files.
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Related
Works with
Categories
Questions about Airflow Adapter
What does Airflow Adapter do?
Airflow adapter pattern for v2/v3 API compatibility. An agent skill from astronomer/agents. Airflow Adapter is an agent skill from astronomer/agents. Airflow adapter pattern for v2/v3 API compatibility.
When should I use Airflow Adapter?
Airflow Adapter fits situations like: working with adapters; version detection; adding new API methods that need to work across Airflow 2.x and 3.x.
How do I install Airflow Adapter in Claude Code?
Run `npx skills add astronomer/agents --skill airflow-adapter -a claude-code`. Or copy the skill folder (astro-airflow-mcp/.claude/skills/airflow-adapter in astronomer/agents) into .claude/skills/airflow-adapter in your project. Claude Code loads it when a task matches its description.
How do I install Airflow Adapter in Codex?
Run `npx skills add astronomer/agents --skill airflow-adapter -a codex`. Or copy the skill folder (astro-airflow-mcp/.claude/skills/airflow-adapter in astronomer/agents) into .agents/skills/airflow-adapter in your project. Codex loads it when a task matches its description.
Can I use Airflow Adapter in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add astronomer/agents --skill airflow-adapter -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/airflow-adapter, .gemini/skills/airflow-adapter, .github/skills/airflow-adapter and .opencode/skills/airflow-adapter in your project.
What does Airflow Adapter need to run?
SKILL.md names no scripts, command-line tools or credentials: Airflow Adapter is instructions for the agent only. Our summary lists: Python 3.
Does Airflow Adapter access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Airflow Adapter safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Airflow Adapter use?
Airflow Adapter is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Airflow Adapter use?
About 228 tokens (SKILL.md is roughly 912 characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Airflow Adapter?
Skills that share tags, products or a category with Airflow Adapter: Chart Tests (astronomer/airflow-chart, 297 stars), Functional Tests (astronomer/airflow-chart, 297 stars), Create Example (godatadriven/whirl, 205 stars) and Senior Data Engineer (benchflow-ai/skillsbench, 1.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Airflow Adapter?
astronomer (a GitHub organization) maintains it in astronomer/agents, which has 451 GitHub stars. The repository holds 34 skills in this directory. The repository was last updated on October 7, 2026.
Source: astronomer/agents on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.