---
name: post-launch-learning
description: "Turns launches into structured learning by comparing expected vs actual outcomes and extracting key learnings. Use after any product launch to capture what worked, what didn't, and inform future decisions."
---

# Post-Launch Learning Engine

## Purpose
Turn launches into structured learning for better future decisions.

## Steps
1. Compare expected vs actual outcomes.
2. Identify what worked.
3. Identify what failed.
4. Extract root causes.
5. Define next actions.

## Output

### Expected Outcome
### Actual Result
### What Worked
### What Didn't
### Key Learnings
### Next Actions

## References
See [worked example](references/example.md) for a complete scenario.