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Create detailed user personas based on research and data. Develop realistic representations of target users to guide product decisions and ensure user-centered design.
Passed 13 of 22 test cases with the skill, and 12 of 22 without it.
2 fixed11 passed either way8 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our sales enablement team is designing the sales playbook targeting VP-level SaaS buyers based on our buyer persona profile. Should we lead with long feature lists and high-pressure phone tactics?
| Checked | Without skill | With skill |
|---|---|---|
| Recommends offering customer references, flexible demos, time-to-value focus, and ROI calculators for the VP buyer sales approach. | Missed | Passed |
The instructions your model reads when the skill loads.
User personas synthesize research into realistic user profiles that guide design, development, and marketing decisions.
# Gather data for persona development
class PersonaResearch:
def conduct_interviews(self, target_sample_size=12):
"""Interview target users"""
interview_guide = {
'demographics': [
'Age, gender, location',
'Job title, industry, company size',
'Experience level, education',
'Salary range, purchasing power'
],
'goals': [
'What are you trying to achieve?',
'What's most important to you?',
'What does success look like?'
],
'pain_points': [
'What frustrates you about current solutions?',
test cases passed, vs 12 / 22 without
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