Library of in-product message patterns, triggers, and targeting rules.
SkillScore91Maintained
Automatic
◆Product Management pack
Last verified 8/21/2026
What it changes
Passed 20 of 22 test cases with the skill, and 17 of 22 without it.
Without skill77%
With skill91%
Checks it passed that the model alone missed
Recommends using coachmarks for contextual guidance
Recommends pairing copy with visuals or animated GIFs
Provides human support escalation options when users encounter broken UI steps
3 fixed17 passed either way2 still failing0 broke
Pass-rate lift
+14 pp
Tokens
+2%
Agent turns
0%
Response time
-7%
Model gemini-3.6-flashMeasured 8/21/2026v120 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
We are introducing a complex multi-step workspace setup process for new project managers. Should we use full-screen overlay popups for every single step, or is there a better messaging pattern combination?
What was checked, without and with the skill
Checked
Without skill
With skill
Recommends using a checklist pattern for multi-step completion
Passed
Passed
Recommends using coachmarks for contextual guidance
Missed
Passed
case-10 · 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.md25 linessingle file
In-App Messaging Kit Skill
When to Use
Designing nudges, tooltips, and walkthroughs for onboarding or feature launches.
Coordinating lifecycle messaging across in-app surfaces, chat, and email.
Testing personalization ideas tied to usage milestones or cohorts.
Framework
Trigger Matrix – event-based, state-based, and contextual triggers.