Post-launch learning engine
Quick answer
- 01What is it?
- 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. The value is a focused slice of growth marketing judgment, useful when several similar skills cover the same ground.
- 02Inputs
- Context for growth marketing: your goals, audience, constraints, and any source material the skill asks for.
- 03Output
- A ready-to-use result for growth marketing: the analysis, copy, or recommendations the agent produces.
Add this skill
Install as a package
Installs this one skill package for your coding agent, including any supporting files that skill ships with — not every skill in the repository. Read the tutorial.
$ npx skills add pratikshadake/claude-product-management-skills --skill post-launch-learningSkill instructions
The instruction file for this skill. The skill also includes other files you need to install to use it.
Post-Launch Learning Engine
Purpose
Turn launches into structured learning for better future decisions.
Steps
- Compare expected vs actual outcomes.
- Identify what worked.
- Identify what failed.
- Extract root causes.
- 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.
Supporting file: references/example.md
Example: Post-Launch Learning — AI Meeting Notes
Expected Outcome
50% of meetings generate summaries.
Actual Result
32% adoption after 2 weeks.
What Worked
Users liked automatic action items.
What Didn’t
Summary accuracy complaints.
Key Learnings
Accuracy is more important than speed.
Next Actions
- Improve transcription model
- Add quick correction UI
- Re-measure after update
Common questions
How do I install Post-launch learning engine in Cursor, Claude Code, or Codex?
Run npx skills add pratikshadake/claude-product-management-skills --skill post-launch-learning in the project where you want it, then ask your agent for the skill by name. The --skill flag installs only Post-launch learning engine, not every skill in the repository.
Where does Post-launch learning engine come from and what license is it under?
Post-launch learning engine comes from the pratikshadake/claude-product-management-skills repository on GitHub. That repository has 30 GitHub stars. The skill is published under the MIT license.
Prefer plain text? Read the Post-launch learning engine guide as markdown.
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