respondent-panel

Installation
SKILL.md

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?"
  • "Test this copy / these brand values / this landing page hero."
  • "Run a respondent panel."
  • After jtbd or brandkit, to check whether the language you landed on survives contact with someone who has not read the reasoning.
Installs
15
GitHub Stars
36
First Seen
Aug 3, 2026