Respondent panel
Collect independent first reactions from context-isolated synthetic respondents and look for convergent misreadings.
How does this land on someone who has not read our reasoning?
A narrow job with a visible boundary
Use it on a proposition, slogan, landing hero, or prototype copy before paying the cost of real recruitment.
Input
The artifact alone, with no maker rationale, rejected drafts, or hidden product context.
Outputs
- Independent reactions
- Convergence and divergence findings
- Comprehension gaps and dead spots
Boundary
Synthetic respondents are a rehearsal for contact with people. They are not market research and receive no confidence score.
Invocation
humane:respondent-panel
See the decision change
Each respondent sees only the headline and the same minimal demographic brief. Maker reasoning stays outside the session.
The test measures what the artifact carries by itself.
1 / 2- Context leak
Review this headline after reading our strategy deck.
Each respondent sees only the headline and the same minimal demographic brief. Maker reasoning stays outside the session.
- Single opinion
One respondent dislikes the word humane.
Record the reaction but prioritize repeated misreadings across isolated respondents. Divergence remains visible rather than averaged away.
Run the skill by name
Install the Humane pack once, then name this skill when the task reaches its boundary.
humane:respondent-panel