Each role walkthrough follows the same format:
- Meet [Role Name]: realistic persona, typical day, pain points
- The Before State: how they work now, what's frustrating
- Knowledge Base Setup: their specific folder structure, naming system, context documents
- Tool Integration Choices: which integrations they use and why
- Three Core Workflows: detailed step-by-step for their most common AI-assisted tasks
- Quality Control Checklist: how they verify AI outputs in their domain
- The After State: time saved, quality improved, what they still do manually
- Common Mistakes for This Role: pitfalls specific to their work