Use to craft rigorous survey instruments with sampling, question logic, and QA standards.
SkillScore86Maintained
Automatic
◆Research pack
Last verified 8/23/2026
What it changes
Passed 19 of 22 test cases with the skill, and 16 of 22 without it.
Without skill73%
With skill86%
Checks it passed that the model alone missed
The design provides a QA script for reviewers
The question bank categorizes these items under roadmap
The objective clarity definition requires explicit decision criteria for acting on results
3 fixed16 passed either way3 still failing0 broke
Pass-rate lift
+14 pp
Tokens
-6%
Agent turns
0%
Response time
-8%
Model gemini-3.6-flashMeasured 8/23/2026v119 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 3
Prompt
What artifact should we provide to internal business reviewers to confirm survey text, logic branching, and localized language translations before publishing?
What was checked, without and with the skill
Checked
Without skill
With skill
The design provides a QA script for reviewers
Missed
Passed
case-13 · gemini-3.6-flash · 8/23/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md25 linessingle file
Customer Survey Design Kit Skill
When to Use
Launching new surveys or refreshing existing templates.
Diagnosing low response quality or bias in ongoing programs.
Training GTM teams on survey best practices.
Framework
Objective Clarity – define single-topic goals, hypotheses, and decision criteria.