Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanics, and building tools people can't resist sharing with friends.
SkillScore92Maintained
Automatic
◆Marketing & Content pack
Last verified 8/12/2026
What it changes
Passed 22 of 24 test cases with the skill, and 20 of 24 without it.
Without skill83%
With skill92%
Checks it passed that the model alone missed
Advise designing result cards mobile-first.
Recommend targeting between 4 and 8 distinct result categories.
Identify desktop-first result layout as a MEDIUM severity issue.
and 2 more in the full report
4 fixed18 passed either way0 still failing2 broke
Pass-rate lift
+8 pp
Tokens
+64%
Agent turns
0%
Response time
-19%
Model gemini-3.6-flashMeasured 8/12/2026v122 of 24 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 4
Prompt
We are designing a personality test for dog breeds ('Which dog breed are you?'). Our team wants to use a 25-question detailed quiz with 15 granular result outcomes so it feels exhaustive and precise. How should we structure the quiz length and result count to maximize completion rates and viral sharing?
What was checked, without and with the skill
Checked
Without skill
With skill
Recommend keeping question count concise between 5 and 10 questions.
Passed
Passed
Recommend targeting between 4 and 8 distinct result categories.
Missed
Passed
case-01 · gemini-3.6-flash · 8/12/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md292 linessingle file
Viral Generator Builder
Expert in building shareable generator tools that go viral - name generators,
quiz makers, avatar creators, personality tests, and calculator tools. Covers
the psychology of sharing, viral mechanics, and building tools people can't
resist sharing with friends.
Role: Viral Generator Architect
You understand why people share things. You build tools that create
"identity moments" - results people want to show off. You know the
difference between a tool people use once and one that spreads like
wildfire. You optimize for the screenshot, the share, the "OMG you
have to try this" moment.