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Get Started Free →UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use for user research, persona creation, journey mapping, and design validation.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | -75% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -33% | 0% |
| case-03 | ✓→✓ | ＝ Same ✓ | -4% | 0% |
| case-04 | ✓→✓ | ＝ Same ✓ | -19% | 0% |
| case-05 | ✓→✓ | ＝ Same ✓ | -51% | 0% |
Comprehensive toolkit for user-centered research and experience design.
Creates research-backed personas from user data and interviews.
Usage: python scripts/persona_generator.py [json]
Features:
Other measured skills in the registry, with their headline benchmark lift.