3-step-workflow

Orchestrates AI development workflows by generating, decomposing and executing tasks with human-in-the-loop approvals.

Updated Mar 19, 2026
One-click install
npx skills add https://github.com/sunLeee/optimization --skill 3-step-workflow
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: 3-step-workflow
Source: https://github.com/sunLeee/optimization/tree/main/.claude/skills/scaffolding/3-step-workflow
Command: npx skills add https://github.com/sunLeee/optimization --skill 3-step-workflow

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Ryan Carson's 3-Step Playbook-based workflow structures AI development into PRD creation, task breakdown, and sequential task execution, ensuring context, quality, and traceability.

Core Features & Use Cases

  • Composite workflow orchestration: coordinates three sub-skills (prd-generator, task-generator, task-executor) to deliver end-to-end development plans with human-in-the-loop checks.
  • Human-in-the-Loop governance: enforces approvals after each step to maintain control and reduce scope creep.
  • Role-agnostic applicability: useful for product managers and software engineers to plan, decompose, and execute features with auditable progress.

Quick Start

Provide a feature description to start the PRD creation and follow the three-step workflow with Human-in-the-Loop approvals after each step.

Frequently Asked Questions about 3-step-workflow

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

FAQPage Schema
How do I structure AI development with human-in-the-loop approvals?

Structure AI development with human-in-the-loop approvals by orchestrating a three-step workflow: generate a PRD, decompose tasks, and execute sequentially with mandatory human approvals after each step to maintain control and reduce scope creep.

What is the best way to decompose a PRD into executable AI development tasks?

Decompose a PRD into executable tasks using a task-generation step that breaks down feature descriptions into sequential, auditable work items, ensuring incremental validation and documented deliverables before execution begins.

Can I use this workflow orchestration for cross-functional software engineering teams?

Yes, this workflow orchestration suits cross-functional software engineering teams by enforcing a disciplined process with explicit handoffs, progress tracking, and role-agnostic applicability for both product managers and engineers.

How do I start a three-step workflow for AI feature development?

Start a three-step workflow for AI feature development by providing a feature description to trigger PRD creation, then proceed through task breakdown and sequential execution with human-in-the-loop checks after each phase.

Why does my AI development workflow suffer from scope creep and lack of traceability?

AI development workflows suffer from scope creep and lack of traceability when missing structured planning; enforcing human-in-the-loop governance after PRD generation and task decomposition maintains context, quality, and auditable progress.

Do I need sub-skills to orchestrate a PRD generation and task execution workflow?

Yes, this workflow orchestrates composite sub-skills for PRD generation, task decomposition, and task execution to deliver end-to-end development plans with incremental validation and human-in-the-loop governance.