Can I use this for team-based processes?

Yes. The skill supports an 'Organizational Lens' specifically designed to track multiple stakeholders, role transitions, and end-to-end ownership boundaries.

What is the 6-question framework used in this skill?

The framework analyzes discrete steps, decision points, data flows, context needs (artifacts), failure modes, and data readiness (AI accessibility and interpretability).

How does it assess if a process is ready for AI?

It uses a data strategist lens to check if inputs are accessible via API/MCP, if they are in a structured format AI can read, and if the necessary context is stored in a persistent location.

What output does the Workflow Deconstructor provide?

It generates a detailed Markdown file (`.md`) containing scenario metadata, refined steps, sequence maps, and a 'context shopping list' of required resources.

Does it integrate with project management tools?

It features built-in support for the Notion MCP server to automatically register and track workflows in a centralized database.

Business Workflow Deconstructor

Name: Business Workflow Deconstructor
Author: jamesgray-ai

byjamesgray-ai

•

Productivity & Workflow

Deconstructs complex business processes into structured, AI-ready workflow definitions using a comprehensive discovery framework.

The Business Workflow Deconstructor skill transforms Claude into a sophisticated business analyst, guiding users through Step 2 of the Business-First AI Framework. It systematically breaks down manual or semi-automated processes into their core components—triggers, deliverables, decision points, and data flows. The skill uniquely emphasizes 'data readiness,' evaluating whether existing information is accessible and interpretable by AI models. By identifying hidden dependencies and failure modes, it produces a standardized Markdown Workflow Definition that serves as a technical blueprint for building reliable AI automations.

Key Features

01Interactive 6-question discovery framework for deep process analysis

02Automated generation of structured Workflow Definition files

03Multi-stakeholder role transition and handoff mapping

043 GitHub stars

05Data readiness assessment for AI accessibility and persistence

06Optional Notion integration for centralized process tracking

Use Cases

01Documenting legacy business processes for AI transformation

02Analyzing complex team handoffs and identifying operational silos

03Creating technical specifications for building AI agents and automations

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jamesgray-ai/handsonai deconstructing-workflows

For use in Claude.ai and ChatGPT

Download Skill