post-launch-learning

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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.

pratikshadake By pratikshadake schedule Updated 2/19/2026

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 for a complete scenario.

Install via CLI
npx skills add https://github.com/pratikshadake/claude-product-management-skills --skill post-launch-learning
Repository Details
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