How does it ensure code quality?

It uses a two-stage process: specialized implementer agents write the code, followed by an independent verifier agent with clean context who must pass the changes against the original specification.

Can Mill Ship handle large features?

Yes, it automatically scales the 'team size' based on the number of approach parts in the spec, spawning multiple implementers for larger tasks.

Does it clean up after itself?

Yes, Mill Ship manages its own Git worktrees and deletes temporary environments once the Pull Request has been successfully created.

What is the 'Loop Contract'?

The Loop Contract defines the maximum number of iterations, test commands, and verification steps the agent will perform to fix bugs before escalating to the user.

What does the Mill Ship skill do?

Mill Ship acts as a Lead Developer agent that orchestrates the entire process of reading a GitHub issue, implementing the code via sub-agents, verifying the results, and creating a Pull Request.

Mill Ship

Name: Mill Ship
Author: mindrevolution

bymindrevolution

0•

Collaboration Tools

Automates the implementation of technical specifications by orchestrating a team of AI agents to deliver verified GitHub pull requests.

Mill Ship is an advanced orchestration skill for Claude Code designed to manage the end-to-end lifecycle of feature implementation. Acting as a lead developer, it parses GitHub issues, manages isolated Git worktrees, and delegates tasks to specialized sub-agents for implementation and independent verification. By enforcing a rigorous 'Loop Contract' and a dedicated polish pass, it ensures that code changes are not only functional but also compliant with domain-specific standards before automatically generating a detailed pull request.

Key Features

01Post-implementation learning extraction to capture architectural insights

02Autonomous multi-agent orchestration of implementers and verifiers

03Automated GitHub issue parsing and spec-driven workflow execution

04Isolated Git worktree management for clean, parallel development

050 GitHub stars

06Rigorous verification loops with independent quality checks

Use Cases

01Enforcing strict testing and verification standards before code is submitted for human review

02Transforming a technical specification issue directly into a production-ready pull request

03Managing complex feature developments that require cross-file coordination and parallel execution

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add mindrevolution/mill ship

For use in Claude.ai and ChatGPT

Download Skill