analyzing-workflows

Analyze memory and conversation history to identify AI workflow automation candidates.

8|3|Updated Feb 26, 2026

Search Tags:#automation #discovery #interviews #workflows #analyze #ai-opportunities #opportunity-report

Ready to run

npx skills add https://github.com/jamesgray-ai/handsonai-plugins --skill analyzing-workflows

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: analyzing-workflows
Source: https://github.com/jamesgray-ai/handsonai-plugins/tree/main/plugins/business-first-ai/skills/analyzing-workflows
Command: npx skills add https://github.com/jamesgray-ai/handsonai-plugins --skill analyzing-workflows

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyze memory and conversation history to identify AI workflow opportunities and automation candidates, enabling proactive workflow improvement.

Core Features & Use Cases

Interview and memory-scan driven discovery to surface 3+ concrete workflow opportunities for automation.
Produce a prioritized opportunity report with structured workflow candidates for the Deconstruct step.
Applicable to personal or organizational workflows during process audits and discovery interviews.

Quick Start

Ask the user to describe a workflow and provide memory context to generate a prioritized opportunity report.

Frequently Asked Questions about analyzing-workflows

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

FAQPage Schema

How do I identify AI workflow opportunities from conversation history?▼

Identify AI workflow opportunities by analyzing conversation history and memory context to surface automation candidates. The Skill scans inputs gathered during discovery interviews and process audits to produce a structured, prioritized opportunity report.

What is the best way to discover automation candidates during process audits?▼

The best way to discover automation candidates is through interview and memory-scan driven discovery. This approach surfaces 3+ concrete workflow opportunities for automation, generating a structured workflow candidate list for subsequent deconstruction.

Can I use this Skill to analyze organizational workflows for AI automation?▼

Yes, you can analyze organizational workflows for AI automation. The Skill is applicable to both personal and organizational workflows during process audits and discovery interviews to proactively identify improvement areas.

How do I generate a prioritized opportunity report for workflow automation?▼

Generate a prioritized opportunity report by asking the user to describe a workflow and providing memory context. The Skill processes this input to output structured opportunity cards and a workflow candidate list for the Deconstruct step.

Does analyzing workflows require specific dependencies or components?▼

Analyzing workflows requires no specific dependencies or components. It functions independently to analyze memory and conversation history, immediately producing structured workflow candidates and opportunity cards.

When should I not use AI workflow opportunity discovery?▼

You should not use AI workflow opportunity discovery when you lack conversation history or memory context. The Skill relies on input gathered from prior interactions or discovery interviews to surface and prioritize automation candidates accurately.