What is included in the final Workflow Definition output?

The output is a detailed Markdown file containing scenario metadata, refined steps, decision points, sequence dependencies, role swimlanes, and a 'context shopping list' of required artifacts.

Can I integrate this with my existing project management tools?

Yes, if the Notion MCP server is configured, this skill can automatically register new workflows into your Notion database, setting status and metadata automatically.

How does this skill help with AI data readiness?

It adopts a data strategist lens to evaluate if your current data is accessible via API, interpretable by LLMs (structured/semi-structured), and stored in a persistent location that an AI can reach.

What is the 'one trigger, one deliverable' rule?

This rule ensures workflow boundaries are clean. If a process has multiple independent starting points or distinct outputs, the skill helps you split them into separate, manageable workflows.

Workflow Deconstruction & Analysis

Name: Workflow Deconstruction & Analysis
Author: jamesgray-ai

byjamesgray-ai

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생산성 및 워크플로

Deconstructs complex business processes into structured workflow definitions using a specialized six-question framework for AI implementation.

This skill implements Step 2 of the Business-First AI Framework, guiding users through an interactive deep-dive to decompose any workflow into its core components. It systematically analyzes triggers, deliverables, decision points, and data flows while uniquely assessing 'data readiness'—ensuring that information is accessible, interpretable, and persistent for AI agents. By identifying failure modes and role transitions, it helps users move from vague process descriptions to rigorous, machine-ready Workflow Definitions stored as structured Markdown files.

주요 기능

01Optional Notion integration for centralized process tracking

02Automated scope checking using the 'one trigger, one deliverable' rule

03Automatic generation of structured Markdown Workflow Definitions

043 GitHub stars

05Interactive 6-question framework for deep process analysis

06AI data readiness assessment (access, interpretability, and persistence)

사용 사례

01Identifying data gaps and context requirements for enterprise AI projects

02Mapping complex manual tasks before building AI automation agents

03Standardizing organizational handoffs and multi-stakeholder business processes

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