When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user activation," "first-run experience," "empty states," "onboarding checklist," "aha moment," "new user experience," "users aren't activating," "nobody completes setup," "low activation rate," "users sign up but don't use the product," "time to value," or "first session experience." Use this whenever users are si
SkillScore68Maintained
Automatic
◆Product Management pack
Last verified 8/21/2026
What it changes
Passed 15 of 22 test cases with the skill, and 11 of 22 without it.
Without skill50%
With skill68%
Checks it passed that the model alone missed
includes an in-app recovery experience upon user return
specifies feature discovery email triggers at days 3, 7, and 14
structures each audit finding using Finding, Impact, Recommendation, and Priority
and 2 more in the full report
5 fixed10 passed either way6 still failing1 broke
Pass-rate lift
+18 pp
Tokens
+52%
Agent turns
0%
Response time
-7%
Model gemini-3.6-flashMeasured 8/21/2026v115 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 5
Prompt
Our SaaS platform has identified a cohort of high-value enterprise signups that have gone completely inactive for 5 days with incomplete setup. Outline the three-part tactical framework for re-engaging stalled users across channels and account tiers.
What was checked, without and with the skill
Checked
Without skill
With skill
includes an email sequence to address blockers for stalled users
Passed
Passed
includes an in-app recovery experience upon user return
Missed
Passed
includes personal human outreach for high-value accounts
Passed
Passed
case-07 · gemini-3.6-flash · 8/21/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md180 lines2 files
Defining Activation
Find Your Aha Moment
The action that correlates most strongly with retention:
What do retained users do that churned users don't?
What's the earliest indicator of future engagement?
Examples by product type:
Project management: Create first project + add team member