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.