Pilot Debrief

Synthesize unstructured pilot data (observations, tickets, feedback transcripts) into a structured debrief report with spec change recommendations. Converts field findings into edge case stories, negative ACs, and design requirements.

Workflow

1. Gather pilot inputs — Read all available pilot data sources
2. Categorize findings — Sort into UX issues, bugs, feature requests, positive signals
3. Map to spec sections — Link each finding to the spec section it affects
4. Generate artifacts — Edge case stories, negative ACs, design requirements
5. Write debrief report — Structured report for stakeholders
6. Output spec change list — Specific edits to make to existing specs

Categorization Framework