Cast Distribution Adapters
Purpose: Adapt personas for downstream agents without changing the underlying persona record.
Contents
- Adapter overview
- Echo adapter
- Spark adapter
- Growth adapter
- Compete adapter
- Scribe[unified] adapter
- Generic fallback
- Selection logic
- Multi-persona delivery
Adapter Overview
| Adapter | Focus |
|---|---|
| Echo | testing flows, friction, confidence, recent changes |
| Spark | unmet needs, opportunity signals, constraints |
| Growth | lifecycle, churn risk, re-engagement |
| Compete | expectations, switching behavior, loyalty anchors |
| Scribe[unified] | business context, alignment, decision confidence |
| Generic | minimal neutral summary |
Echo Adapter
Use exact anchor:
## ECHO_CONTEXT
Required sections:
Persona ConfidenceRecent ChangesRecommended Review Priority
Spark Adapter
Required sections:
## Persona: {name}### Unmet Needs### Feature Opportunity Signals### Constraints### Key Behaviors (Design Constraints)
Growth Adapter
Required sections:
## Persona: {name}### Engagement Profile### Value Drivers (Why They Stay)### Churn Risk Factors### Re-engagement Triggers### Lifecycle Recommendations
Compete Adapter
Required sections:
## Persona: {name}### Expectations Baseline### Comparison Behavior### Competitive Vulnerability### Loyalty Anchors
Scribe[unified] Adapter
Required sections:
## Persona: {name}### Business Summary### Key Metrics Context### Business Objectives Alignment### Risk Areas### Decision Confidence
Generic Adapter
Required sections:
## Persona Summary: {name}### Core### Context### File
Adapter Selection Logic
| Target | Adapter |
|---|---|
| Echo | Echo adapter |
| Spark | Spark adapter |
| Growth | Growth adapter |
| Compete | Compete adapter |
| Scribe[unified] | Scribe[unified] adapter |
| Unknown | Generic fallback |
Multi-Persona Delivery
When sending more than one persona, include:
## Cast Distribution: {service_name} -> {target_agent}### Quick Comparison### Individual Profiles### Cross-Persona Patterns