Claude Code Skills·Claude Skills·The open SKILL.md registry for Claude
ClaudSkills / Product / agile

Launch Retro Analyzer

Category: Product  ·  Sub-category: agile  ·  Last updated:
Use when the user asks to "run a launch retro / post-mortem", "compare launch results vs targets by channel", or "decide what to keep or kill for the next launch"; produces a structured D1/W1/M1 retrospective — a per-channel actual-vs-target table (UTM-attributed own analytics as the truth column, platform self-reported numbers as reference, every figure labeled Measured / User-provided / Estimated), a 5-Whys chain on the single largest miss, keep / kill / change decisions per channel, 3-5 actionable learnings for the next launch, and an outcome snapshot submitted to the launch registry. Not for return math (CPA / ROI) — use roi-calculator; not for the stakeholder-facing report writeup — use report-generator; not for a metric deep-dive — use performance-analyzer. 发布复盘/渠道归因/5-Whys/keep-kill
Security AStatic scan found no risk patternsHow grading works ›

About this skill (catalog notes)

Launch Retro Analyzer includes pricing or quota commentary; at least one code block. The SKILL.md runs to about 1,341 words, in the catalog's typical mid-range.

License
Apache-2.0
Original author
aaron-he-zhu
Indexed lastmod
Catalog position
Product · agile
Indexed related skills
10

How Launch Retro Analyzer fits the catalog

Launch Retro Analyzer sits in the Product category under the agile sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

Runs the structured D1/W1/M1 retrospective after a launch: the per-channel actual-vs-target read, the 5-Whys on the single largest miss, the keep / kill / change call per channel, and the 3-5 learnings that change the next launch. It sits in the Prove phase of the RAMP loop (Research → Assemble → Mobilize → Prove) and feeds the RAMP P retro sub-items — retro completed (channel actual-vs-target, 5-Whys on misses, keep/kill) and learnings promoted to memory + the launch-registry outcome snapshot — plus the P attribution discipline that own UTM-attributed analytics, not platform self-reported…

What this skill does

Launch Retro Analyzer is a community-contributed Claude Code skill in the agile sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/launch-retro-analyzer/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when the user asks to "run a launch retro / post-mortem", "compare launch results vs targets by channel", or "decide what to keep or kill for the next launch"; produces a structured D1/W1/M1 retrospective — a per-channel actual-vs-target table (UTM-attributed own analytics as the truth column, platform self-reported numbers as reference, every figure labeled Measured / User-provided / Estimated), a 5-Whys chain on the single largest miss, keep / kill / change decisions per channel, 3-5 actionable learnings for the next launch, and an outcome snapshot submitted to the launch registry. Not for return math (CPA / ROI) — use roi-calculator; not for the stakeholder-facing report writeup — use report-generator; not for a metric deep-dive — use performance-analyzer.

Who uses this skill

The Launch Retro Analyzer Claude Code skill is built for product managers, product designers, and cross-functional teams planning, shipping, and measuring product features. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 149,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/launch-retro-analyzer
curl -L https://claudskills.com/skills/launch-retro-analyzer/SKILL.md \
  -o ~/.claude/skills/launch-retro-analyzer/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/launch-retro-analyzer/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/launch-retro-analyzer/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\launch-retro-analyzer\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the Launch Retro Analyzer Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/launch-retro-analyzer/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Launch Retro Analyzer skill do?
Use when the user asks to "run a launch retro / post-mortem", "compare launch results vs targets by channel", or "decide what to keep or kill for the next launch"; produces a structured D1/W1/M1 retrospective — a per-channel actual-vs-target table (UTM-attributed own analytics as the truth column, platform self-reported numbers as reference, every figure labeled Measured / User-provided / Estimated), a 5-Whys chain on the single largest miss, keep / kill / change decisions per channel, 3-5 actionable learnings for the next launch, and an outcome snapshot submitted to the launch registry. Not for return math (CPA / ROI) — use roi-calculator; not for the stakeholder-facing report writeup — use report-generator; not for a metric deep-dive — use performance-analyzer. 发布复盘/渠道归因/5-Whys/keep-kill
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Launch Retro Analyzer skill?
Use Launch Retro Analyzer when your Claude Code task falls under the Product category — specifically in the agile area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Launch Retro Analyzer" or describe the task and let Claude pick). Browse related skills at /category/product/.
What is a Claude Code skill and how does the Launch Retro Analyzer skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Launch Retro Analyzer is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Product category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
aaron-he-zhu. (2026). Launch Retro Analyzer [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/launch-retro-analyzer/
BibTeX
@misc{launch-retro-analyzer-2026,
  author    = {aaron-he-zhu},
  title     = {Launch Retro Analyzer [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/launch-retro-analyzer/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge
[![ClaudSkills](https://claudskills.com/badge/launch-retro-analyzer.svg)](https://claudskills.com/skills/launch-retro-analyzer/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)
<script>
<script src="https://claudskills.com/embed/launch-retro-analyzer.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/launch-retro-analyzer.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Launch Retro Analyzer"></iframe>

Security scan

Grade A · scanned 2026-07-11 — free static scan against the OWASP Agentic Skills Top 10.

The scan flagged 1 of 10 categories (filesystem), including lower-severity patterns. Patterns shown inside code fences are weighted as examples rather than instructions — read the grading methodology for what this does and does not guarantee.

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/launch-retro-analyzer/#security)

Free. No spam. Unsubscribe in one click.

More Product skills

Browse all Product skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Product skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel · Telegram @acreatorstore