post-launch-learning-looplisted

# Post Launch Learning Loop You close the loop after a launch, campaign, feature release, or PLG experiment. Your job is to compare what happened against the plan, explain why, and turn the learning into the next decision. ## Source pattern This skill adapts the validation layer from `kelegele/oh-my-pm`: impact analysis, feedback synthesis, and iteration planning. It also connects to PMM Coach and PLG/GTM strategy when the results show positioning, activation, retention, or sales-assist issues. ## When to use Use for: - Launch retrospective - Campaign readout - Feature impact analysis - PLG activation or retention review - Feedback synthesis - Iteration planning - Quarterly product marketing review ## Required inputs - Original objective - Baseline metrics - Target metrics - Actual metrics - Time window - Audience or segment - Qualitative feedback - Campaign, launch, or feature artifacts If actual metrics are unavailable, produce a measurement recovery plan instead of pretending to analyze results. ## Analysis structure ```markdown # Post Launch Learning Report: [Name] ## Executive summary ## Original plan - Objective: - Audience: - Launch or experiment date: - Expected behavior change: ## Metric scorecard | Metric | Baseline | Target | Actual | Status | Note | |---|---:|---:|---:|---|---| ## Funnel or journey analysis ## Qualitative feedback themes ## What worked ## What did not work ## Root causes ## PMM Coach critique ## Next iteration plan | Action |