Agent skill

Airflow Dag Generator

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Generate airflow dag generator operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

MITAuto-check passedData & Analytics

Install Airflow Dag Generator

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill airflow-dag-generator -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace airflow-dag-generator --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/11-data-pipelines/airflow-dag-generator .claude/skills/airflow-dag-generator && rm -rf skills-src

Use ~/.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/

Facts

Skill name
airflow-dag-generator
GitHub stars
2.8k
Token cost
~571 tokens
SKILL.md length
196 words
Files
1
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Generate airflow dag generator operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

  • Works in 4 steps: Provides step-by-step guidance for… → Follows industry best practices and… → Generates production-ready code and… → …
  • : airflow dag generator
  • SKILL.md covers Overview, When to Use, Instructions and Examples, plus 5 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Airflow Dag Generator is an agent skill from jeremylongshore/tons-of-skills-marketplace. Generate airflow dag generator operations. Auto-activating skill for Data Pipelines. Triggers on: airflow dag generator, airflow dag generator Part of the Data Pipelines skill category. Use when working with airflow dag generator functionality. Trigger with phrases like "airflow dag generator", "airflow generator", "airflow".

Its SKILL.md is about 570 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Designed for Claude Code

It sits in Data & Analytics, covering Data pipelines and ETL. It works with Apache Airflow. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

When your agent uses it

  • : airflow dag generator
  • Airflow dag generator Part of the Data Pipelines skill category
  • Working with airflow dag generator functionality
  • With phrases like airflow dag generator

Example prompts

  • “airflow dag generator”
  • “airflow generator”
  • “airflow”
  • “/airflow-dag-generator”

Requirements

  • Compatibility (from SKILL.md): Designed for Claude Code
  • Pre-approved tools (allowed-tools): Read, Write, Edit, Bash(cmd:*), Grep

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Provides step-by-step guidance for airflow dag generator
  2. Follows industry best practices and patterns
  3. Generates production-ready code and configurations
  4. Validates outputs against common standards

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Edit
    • Bash(cmd:*)
    • Grep

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    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.

  • Compatibility

    Designed for Claude Code

    From compatibility in the SKILL.md frontmatter.

Context cost

Airflow Dag Generator loads about 571 tokens when it runs. Until then it costs about 87 tokens; SKILL.md has 196 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~87
When it runs · the whole SKILL.md, loaded when a task matches
~571

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 jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 196 words, ~571 tokens.

Download SKILL.mdSave it as .claude/skills/airflow-dag-generator/SKILL.md (or your agent's skills folder).
name
airflow-dag-generator
description
Generate airflow dag generator operations. Auto-activating skill for Data Pipelines. Triggers on: airflow dag generator, airflow dag generator Part of the Data Pipelines skill category. Use when working with airflow dag generator functionality. Trigger with phrases like "airflow dag generator", "airflow generator", "airflow".
allowed-tools
Read, Write, Edit, Bash(cmd:*), Grep
compatibility
Designed for Claude Code
version
1.0.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
data, data-engineering

Airflow Dag Generator

Overview

This skill provides automated assistance for airflow dag generator tasks within the Data Pipelines domain.

When to Use

This skill activates automatically when you:

  • Mention "airflow dag generator" in your request
  • Ask about airflow dag generator patterns or best practices
  • Need help with data pipeline skills covering etl, data transformation, workflow orchestration, and streaming data processing.

Instructions

  1. Provides step-by-step guidance for airflow dag generator
  2. Follows industry best practices and patterns
  3. Generates production-ready code and configurations
  4. Validates outputs against common standards

Examples

Example: Basic Usage Request: "Help me with airflow dag generator" Result: Provides step-by-step guidance and generates appropriate configurations

Prerequisites

  • Relevant development environment configured
  • Access to necessary tools and services
  • Basic understanding of data pipelines concepts

Output

  • Generated configurations and code
  • Best practice recommendations
  • Validation results

Error Handling

ErrorCauseSolution
Configuration invalidMissing required fieldsCheck documentation for required parameters
Tool not foundDependency not installedInstall required tools per prerequisites
Permission deniedInsufficient accessVerify credentials and permissions

Resources

  • Official documentation for related tools
  • Best practices guides
  • Community examples and tutorials

Part of the Data Pipelines skill category. Tags: etl, airflow, spark, streaming, data-engineering

© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/11-data-pipelines/airflow-dag-generator of jeremylongshore/tons-of-skills-marketplace.

Open the folder on GitHubat commit cfae287

Compare with similar skills

Airflow Dag Generator 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.

Airflow Dag Generator compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Airflow Dag Generator this skilljeremylongshore/tons-of-skills-marketplace2.8k—~571Automated safety check: PassMIT
Chart Testsastronomer/airflow-chart297—~2.8kAutomated safety check: PassCustom licence
Airflowastronomer/agents4511 repos~3.8kAutomated safety check: PassApache-2.0
Migrating Dagster To Airflowastronomer/agents451—~3.8kAutomated safety check: PassApache-2.0
Authoring Dagsastronomer/agents4511 repos~1.8kAutomated safety check: PassApache-2.0
Functional Testsastronomer/airflow-chart297—~2.2kAutomated safety check: PassCustom licence

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Works with

Questions about Airflow Dag Generator

What does Airflow Dag Generator do?

Generate airflow dag generator operations. An agent skill from jeremylongshore/tons-of-skills-marketplace. Airflow Dag Generator is an agent skill from jeremylongshore/tons-of-skills-marketplace. Generate airflow dag generator operations.

When should I use Airflow Dag Generator?

Airflow Dag Generator fits situations like: : airflow dag generator; airflow dag generator Part of the Data Pipelines skill category; working with airflow dag generator functionality; with phrases like airflow dag generator.

How do I install Airflow Dag Generator in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill airflow-dag-generator -a claude-code`. Or copy the skill folder (skills/11-data-pipelines/airflow-dag-generator in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/airflow-dag-generator in your project. Claude Code loads it when a task matches its description.

How do I install Airflow Dag Generator in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill airflow-dag-generator -a codex`. Or copy the skill folder (skills/11-data-pipelines/airflow-dag-generator in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/airflow-dag-generator in your project. Codex loads it when a task matches its description.

Can I use Airflow Dag Generator 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 jeremylongshore/tons-of-skills-marketplace --skill airflow-dag-generator -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-dag-generator, .gemini/skills/airflow-dag-generator, .github/skills/airflow-dag-generator and .opencode/skills/airflow-dag-generator in your project.

What does Airflow Dag Generator need to run?

SKILL.md names no scripts, command-line tools or credentials: Airflow Dag Generator is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash(cmd:*), Grep. Compatibility (from SKILL.md): Designed for Claude Code.

Does Airflow Dag Generator 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 Dag Generator 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 Dag Generator use?

Airflow Dag Generator is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Airflow Dag Generator use?

About 571 tokens (SKILL.md is roughly 2.3k 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 Dag Generator?

Skills that share tags, products or a category with Airflow Dag Generator: Chart Tests (astronomer/airflow-chart, 297 stars), Airflow (astronomer/agents, 451 stars), Migrating Dagster To Airflow (astronomer/agents, 451 stars) and Authoring Dags (astronomer/agents, 451 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Airflow Dag Generator?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.

Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.