launch-retro-analyzer

Compare actual launch results against pre-declared targets and extract actionable learnings.

2.5k|345|Updated Dec 18, 2025
One-click install
npx skills add https://github.com/aaron-he-zhu/aaron-marketing-skills --skill launch-retro-analyzer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: launch-retro-analyzer
Source: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/main/launch/prove/launch-retro-analyzer
Command: npx skills add https://github.com/aaron-he-zhu/aaron-marketing-skills --skill launch-retro-analyzer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a structured approach to analyzing post-launch retrospectives, helping to identify what to keep, kill, or change for future campaigns.

Core Features & Use Cases

  • Post-Launch Analysis: Compare actual launch results against pre-declared targets, identify the largest miss, and investigate the root cause.
  • Channel Assessment: Determine what channels to keep, kill, or change based on performance.
  • Learning Extraction: Document actionable learnings for future reference.
  • Outcome Submission: Submit the outcome snapshot to the launch registry for historical record.
  • Use Case: Use this Skill after a launch to assess the effectiveness of each channel, extract valuable learnings, and prepare for future campaigns.

Quick Start

Run a post-launch analysis for our [product] launch and identify actionable learnings for the next campaign.

Frequently Asked Questions about launch-retro-analyzer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I conduct a post-launch analysis comparing actual results against pre-declared targets?

Post-launch analysis compares actual campaign results against pre-declared targets to identify the largest miss and investigate its root cause. This process evaluates channel performance using UTM-attributed analytics to extract actionable learnings for future campaigns.

How does channel performance assessment work for a launch retro?

Channel performance assessment evaluates UTM-attributed analytics from platform dashboards to determine what marketing channels to keep, kill, or change. It identifies effective channels based on actual results versus pre-declared targets to optimize future launches.

Do I need UTM-attributed analytics and platform dashboards to extract launch learnings?

Yes, extracting actionable learnings requires access to UTM-attributed analytics, launch context, and platform dashboards. This data enables the structured analysis report to accurately compare actual results against pre-declared targets and document findings.

What is the best way to document actionable learnings after a product launch?

The best way to document actionable learnings is through a structured post-launch analysis that identifies what to keep, kill, or change. This process outputs a structured analysis report and submits an outcome snapshot to the launch registry for historical record.

Can I submit launch retro outcomes to a launch registry for historical tracking?

Yes, you can submit the outcome snapshot to the launch registry for historical record. This concludes the post-launch analysis process, ensuring that extracted learnings and channel performance assessments are preserved for future campaign reference.