Personas built from one data source mislead. Analytics-only personas describe behavior without context; interview-only personas describe motivation without scale. The team that picks one method ends up with a persona that captures part of the truth and is wrong about the rest.
The /echo-segment skill combines analytics cohort data, CRM attributes, support ticket patterns, app store review analysis, and qualitative interview signals into multi-source personas. Each persona has goals, pain points, behavioral patterns, distinguishing characteristics, and confidence levels per attribute (high if validated by multiple sources, lower if from one).
Tonone's /echo-segment skill builds personas from multi-source data with confidence levels per attribute.
Related skills
Install
/echo-segment ships with the Echo agent in Tonone for Claude Code.
1. Add to marketplace
2. Install Echo
Frequently asked questions
- What does /echo-segment do?
- It builds user personas from multi-source data with confidence levels per attribute.
- How do I install /echo-segment?
- Install Tonone for Claude Code via tonone.ai/get-started.