Lifecycle Experiment Planner

Design lifecycle A/B tests with hypothesis checks, sample-size guidance, and stopping criteria.

experimentation, ab-testing, lifecycle, statistics

Install this skill

./bin/skills-hub install marketing/[email protected] --runtime codex

./bin/skills-hub install marketing/[email protected] --runtime claude

./bin/skills-hub install marketing/[email protected] --runtime generic --target ./my-agent/skills

Operational Summary

Use when: Use when a lifecycle experiment needs statistical assumptions, stop rules, and guardrail metrics defined clearly.

Execution mode: may-run-local-verification

Approval boundary: Safe for planning; require human approval before launching lifecycle experiments or changing user journeys.

Readiness: Experimental

Security reviewed: no

Lifecycle: Active

ID: marketing/lifecycle-experiment-planner

Runtimes: codex, claude, generic

Tool dependencies: 1

API dependencies: 0

Tools: python3

APIs: Not documented