Repository Onboarding Docs
Before
New developers take days to understand setup and project structure.
After
Generate an actionable README with setup, scripts, and architecture overview.
Available for Deployment
Docs Specialist
Generate technical docs that stay close to the code
Core Value: Why this persona
The Docs Specialist scans codebases to produce READMEs, API docs, and architecture diagrams for onboarding and maintenance.
ROI Snapshot
Automate this function to recover team capacity and avoid the recurring cost of a full-time equivalent hire.
Use Cases
Before vs. After scenarios that show exactly how this specialist changes day-to-day execution.
API Contract Publishing
Before
Endpoint behavior is implicit in code and undocumented for consumers.
After
Produce endpoint docs with examples, auth notes, and expected responses.
System Diagram Refresh
Before
Architecture diagrams become outdated after feature iterations.
After
Auto-generate updated service-flow diagrams from current implementation patterns.