---
title: "Hamilton Development Workflow for Claude Code - Air Market"
description: "You are starting a Hamilton module from scratch and a blank file is the hardest place to be. This lays out a step by step order to work in: draw the graph, fix the signatures, validate, then build it…"
canonical: "https://airmarket.ai/app/hamilton-dev-workflow"
---

[Air Market](/) / [Data & Analytics](/category/data) / Hamilton Development Workflow for Claude Code

Skill by [The Apache Software Foundation](/@apache)

# Hamilton Development Workflow for Claude Code

Start a new Hamilton module in an order that holds up

## What this does

You are starting a Hamilton module from scratch and a blank file is the hardest place to be. This lays out a step by step order to work in: draw the graph, fix the signatures, validate, then build it test-first. Reach for it at the very beginning, not partway through.

### Top 3 things it does for you

- Start a Hamilton module from nothing
- Sketch the graph before writing code
- Settle the signatures first

## Information

**Hamilton Development Workflow for Claude Code at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [The Apache Software Foundation](/@apache) |
| Category | [Data & Analytics](/category/data) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 13 KB |
| Licence | Apache-2.0 |
| Repository | [apache/hamilton](https://github.com/apache/hamilton/tree/f566ba2994df89b59a54f7d58186cde4a0d40ef8/.claude-plugin/skills/hamilton-dev-workflow) |
| GitHub stars | 2,574 (as of Nov 2026) |
| Installs | 2, counted by skills.sh (Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Hamilton Development Workflow for Claude Code and flagged nothing. AIR's verdict: **safe**.

**What Hamilton Development Workflow for Claude Code's check was run against**

|  |  |
| --- | --- |
| Commit | f566ba2994df89b59a54f7d58186cde4a0d40ef8 |
| Content hash | 5868b5e8e65d1dfa5956df9b2503c2367df817674cc0f51265248a0f4e79adde |
| Files read | [Browse the files at this exact commit](https://github.com/apache/hamilton/blob/f566ba2994df89b59a54f7d58186cde4a0d40ef8/.claude-plugin/skills/hamilton-dev-workflow/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for Hamilton Development Workflow for Claude Code](/security/hamilton-dev-workflow)

## About Hamilton Development Workflow for Claude Code

This is a step by step workflow for building Hamilton DAGs. It moves through DOT graphs, signatures, validation and test-driven implementation.

Use it when you are creating a new Hamilton module from scratch and want an order to follow rather than deciding what to do next at every turn.

## What's inside

- SKILL.md - instructions

## Questions

### Is Hamilton Development Workflow for Claude Code safe to install?

AIR scanned this exact version of Hamilton Development Workflow for Claude Code and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit f566ba2994df, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/hamilton-dev-workflow.

### How do I install Hamilton Development Workflow for Claude Code?

Open https://airmarket.ai/app/hamilton-dev-workflow on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/apache/hamilton/tree/f566ba2994df89b59a54f7d58186cde4a0d40ef8/.claude-plugin/skills/hamilton-dev-workflow. Install from that link, not the branch.

## Related on Air Market

- [More Data & Analytics listings](/category/data)
- [Everything by The Apache Software Foundation](/@apache)

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Canonical URL: <https://airmarket.ai/app/hamilton-dev-workflow>