What is the 5-phase execution model?

It is a structured workflow used by Plan Marshall that guides the AI through Initialization, Outlining, Planning, Execution, and Finalization phases to ensure high-quality outputs.

How does the 'Thin Agent' pattern work?

The pattern uses a single parameterized agent that resolves and loads specialized skills from a configuration file, delegating actual work to those skills to keep the core agent minimal.

Can this workflow be used for any programming language?

Yes, the architecture is designed to be domain-agnostic. Specific domain knowledge is injected at runtime through configuration and extension APIs.

Why is script-based file access required?

To maintain consistency and prevent errors, all access to internal plan files is routed through specific management scripts rather than direct file edits by the AI.

What is the role of .toon files in this architecture?

TOON files serve as the structured data format for the plan files, acting as the single source of truth for project state, configuration, and task management.

PM-Workflow Architecture

Name: PM-Workflow Architecture
Author: cuioss

bycuioss

0•

生产力与工作流

Enforces a structured 5-phase execution model for AI coding assistants to ensure consistent and predictable project delivery.

The PM-Workflow Architecture skill serves as the central orchestration framework for the Plan Marshall system, providing Claude with a rigorous blueprint for managing software development tasks. It implements a standardized 5-phase execution model—encompassing initialization, outlining, planning, execution, and finalization—to eliminate ambiguity and improve output reliability. By utilizing the 'thin agent' pattern and a centralized data layer, this skill ensures that AI agents operate within defined boundaries, maintain a single source of truth through structured plan files, and follow domain-agnostic best practices for complex coding workflows.

主要功能

015-Phase Execution Model (Init, Outline, Plan, Execute, Finalize)

02Thin Agent Pattern for efficient, delegated task handling

030 GitHub stars

04Visual architectural diagrams and documentation for system clarity

05Centralized Data Layer for state management via .toon files

06Script-based file access protocols to maintain repository integrity

使用场景

01Standardizing project planning and execution across different coding tasks

02Improving the reliability and predictability of AI-generated code and documentation

03Orchestrating complex, multi-step software development lifecycles with AI

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add cuioss/plan-marshall workflow-architecture

For use in Claude.ai and ChatGPT

Download Skill