Why are changes limited to fewer than 200 lines?

Small increments reduce complexity, make code reviews more effective, and allow for precise rollbacks if tests fail, ensuring higher overall code quality and system stability.

What happens if the generated code fails tests?

The workflow includes an automatic rollback mechanism and a 'Doom Loop Breaker' that halts the process and requests human review after three failed implementation attempts.

What is the Explore-Plan-Code-Commit workflow?

It is a 6-step sequential process designed to ensure context is gathered and architecture is planned before any code is written, followed by TDD-driven implementation and quality-gated commits.

Does this skill work with other AI agents?

Yes, it is designed for multi-agent coordination, specifically recommending the use of multi-ai-planning for architecture and multi-ai-testing for TDD cycles.

Is this skill suitable for small configuration tweaks?

No, this skill is optimized for complex features and migrations. For simple changes under 50 lines, a standard fast-track workflow is more efficient.

Multi-AI Implementation Workflow

Name: Multi-AI Implementation Workflow
Author: adaptationio

byadaptationio

生产力与工作流

Implements production-grade code using a rigorous 6-step Explore-Plan-Code-Commit workflow driven by TDD and incremental development.

关于

The Multi-AI Implementation skill provides a systematic framework for transforming complex specifications into high-quality, production-ready code. It utilizes a validated 6-step process that emphasizes thorough context gathering, architectural planning, and incremental development with mandatory test-driven development (TDD) cycles. By enforcing small change sets (under 200 lines), automated quality gates, and safe rollbacks, it ensures generated code achieves high test coverage and architectural integrity. This skill is ideal for complex feature development, system migrations, and large-scale refactoring where quality and reliability are paramount.

主要功能

Mandatory Test-Driven Development (TDD) with automated verification
Multi-agent coordination for advanced planning and testing integration
0 GitHub stars
Structured 6-step Explore-Plan-Code-Commit sequential workflow
Incremental development pattern enforcing small, manageable code changes
Built-in 'Doom Loop' prevention with automatic rollbacks and human escalation

使用场景

Refactoring legacy codebases while maintaining strict backward compatibility
Executing system migrations for databases or frameworks with rigorous quality gates
Building complex new features requiring multi-component coordination and high test coverage

关于

主要功能

Mandatory Test-Driven Development (TDD) with automated verification
Multi-agent coordination for advanced planning and testing integration
0 GitHub stars
Structured 6-step Explore-Plan-Code-Commit sequential workflow
Incremental development pattern enforcing small, manageable code changes
Built-in 'Doom Loop' prevention with automatic rollbacks and human escalation

使用场景

Refactoring legacy codebases while maintaining strict backward compatibility
Executing system migrations for databases or frameworks with rigorous quality gates
Building complex new features requiring multi-component coordination and high test coverage