1.6 KiB
1.6 KiB
name, description, usage
| name | description | usage |
|---|---|---|
| launch-in-app-experiments | Coordinates in-app experiments targeting activation, expansion, or monetization. | /product-led-growth:launch-in-app-experiments --surface dashboard --goal activation --variants 3 --guardrails churn,latency |
Command: launch-in-app-experiments
Inputs
- surface – product area (dashboard, onboarding, billing, collaboration, mobile).
- goal – activation | engagement | monetization | retention.
- variants – number of experiment arms (including control).
- guardrails – comma-separated guardrail metrics to monitor.
- audience – persona/segment targeting (role, plan, region, cohort).
- notes – optional context or risk flags.
Workflow
- Hypothesis Intake – capture hypotheses, prior learnings, and success metrics.
- Design Package – define variant specs, targeting, triggers, and messaging.
- Instrumentation & Guardrails – ensure events, tracking, and guardrails are wired.
- Launch & Monitoring – deploy experiment, monitor metrics, trigger alerts.
- Readout Prep – summarize results, decisions, and follow-up actions.
Outputs
- Experiment brief with hypotheses, variants, and instrumentation checklist.
- Guardrail + monitoring dashboard snapshot.
- Readout template with decision + rollout recommendation.
Agent/Skill Invocations
usage-growth-scientist– leads experiment design + analysis.product-adoption-strategist– ensures journey alignment + messaging.in-app-messaging-kitskill – generates variant messaging + prompts.usage-health-scorecardskill – monitors guardrails + success metrics.