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respondent-panel

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Run a panel of independent synthetic respondents against copy, a slogan, brand values, a landing page, or any user-facing text — each in an isolated context, each a different specific person — then read the panel for convergence and divergence. Use when the user asks "how does this land", "what would people think of this", "test this tagline", "get reactions to this copy", "run a panel", or wants gut-level audience reaction rather than expert critique. Complements persona-review, which is expert stakeholder critique of a document. Triggers on respondent panel, how does this land, what would people think, test this tagline, reactions to this copy, gut reaction, audience reaction.

humane/skills/respondent-panel/SKILL.md

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# Respondent Panel

**Announce at start:** "I'm using the humane:respondent-panel skill to collect gut reactions from isolated synthetic respondents."

Gut-level audience reaction to something user-facing, from several people at once,
each of whom has seen **only the thing itself**.

One reaction is an anecdote. Five reactions that all stumble on the same word is a
finding. This skill is about getting the second one.

## When to invoke

- "How does this tagline land?"
- "What would actual people think of this?"
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