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master-controller

Supervise implementation plan slices with validation and review criteria.

1|Updated Jul 10, 2026
Search Tags:#quality assurance#validation#implementation plan#review#supervision
One-click install
npx skills add https://github.com/darrencroton/ai-engineering-skills --skill master-controller
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: master-controller
Source: https://github.com/darrencroton/ai-engineering-skills/tree/main/skills/master-controller
Command: npx skills add https://github.com/darrencroton/ai-engineering-skills --skill master-controller

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python, git, tmux, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill supervises the execution of an implementation plan, ensuring that each slice is executed, validated, and reviewed properly.

Core Features & Use Cases

  • Implementation Plan Supervision: Executes each slice of an implementation plan, verifying it against predefined criteria.
  • Validation: Checks the implementation against validation criteria before, during, and after execution.
  • Review: Provides a review of the implementation, identifying issues and suggesting fixes.
  • Use Case: Use this Skill to ensure that a new feature is implemented correctly, following best practices and quality standards.

Quick Start

Use the master-controller skill to run the implementation plan 'feature-implementation.md'.

Frequently Asked Questions about master-controller

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I supervise an implementation plan to ensure quality and consistency?▼

Implementation plan supervision executes your plan one slice at a time, verifying each slice against predefined validation and review criteria, and handling repairs to ensure quality and consistency.

Do I need Python, git, and tmux to supervise implementation plan execution?▼

Yes, implementation plan supervision requires Python, git, tmux, and a supported coding CLI to execute slices, verify validation criteria, and handle repairs within your development workflow.

What is the best way to validate an implementation plan slice before review?▼

The best way to validate an implementation plan slice is using a supervision tool that checks the implementation against predefined validation criteria before, during, and after execution, identifying issues and suggesting fixes.

How does slice-by-slice implementation plan execution work?▼

Slice-by-slice implementation plan execution works by sequentially processing each segment of the plan, verifying against validation criteria, providing a review, and handling any necessary repairs before moving forward.

Can I use this implementation plan supervision for any software development workflow?▼

Yes, implementation plan supervision applies to software development workflows involving plan-driven implementation, ensuring that new features are implemented correctly by following best practices and quality standards.

Why does implementation plan validation fail to catch issues during execution?▼

Validation fails to catch issues when not applied continuously; effective implementation plan supervision checks against validation criteria before, during, and after execution to identify issues and suggest fixes.

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