post-launch-review

Compare PostHog and Sentry metrics against PRD success criteria.

Updated Apr 30, 2026
One-click install
npx skills add https://github.com/jnlanahan/Product-Agents-and-Skills --skill post-launch-review
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: post-launch-review
Source: https://github.com/jnlanahan/Product-Agents-and-Skills/tree/main/skills/7-Learn-Post-Launch-Review
Command: npx skills add https://github.com/jnlanahan/Product-Agents-and-Skills --skill post-launch-review

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It solves the problem of teams shipping and then failing to systematically learn from the launch outcomes, leaving PRDs, metrics, and next-iteration work disconnected.

Core Features & Use Cases

  • Metrics vs. PRD success criteria review: Compares actual PostHog/Sentry/business outcomes against what the PRD set out to achieve.
  • Structured Start/Stop/Continue retro: Extracts reusable process improvements and stoppable work from the launch evidence.
  • Ranked action items for the next cycle: Produces P0/P1/P2 (plus backlog) items with owners and timelines, and turns insights into next-iteration ideas for planning.

Quick Start

Run a post-launch review by telling the assistant: run /post-launch-review now using your PostHog, Sentry, and business metrics plus your PRD success criteria.

Frequently Asked Questions about post-launch-review

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

FAQPage Schema
How do I run a structured post-launch review using PRD success criteria?

A structured post-launch review compares actual PostHog and Sentry metrics against your PRD success criteria. It identifies metric deltas, extracts surprises, and produces a Start/Stop/Continue retro with ranked P0-P2 action items.

When should I schedule a post-launch metrics review after a production release?

Schedule a post-launch metrics review 2 to 4 weeks after a production launch or major feature ship. This timeframe allows sufficient data accumulation in PostHog and Sentry to validate outcomes against the PRD.

Can I compare PostHog and Sentry deltas against my product launch goals?

Yes, you can compare PostHog and Sentry deltas against your product launch goals. The review validates actual business and observability outcomes against what the PRD originally set out to achieve.

What is the best way to turn launch retro insights into ranked action items?

The best way to turn launch retro insights into ranked action items is through a Start/Stop/Continue retrospective. This extracts reusable process improvements and generates P0, P1, and P2 tasks with assigned owners and timelines.

Do I need a runbook and PRD context to perform a post-launch review?

Yes, you need a runbook and PRD context to perform a post-launch review. Reading the PRD, plan, and runbook context is required to compare initial success criteria against actual launch outcomes and generate a dated review record.

Why does my team struggle to learn from product launch outcomes?

Your team struggles to learn from product launch outcomes when shipping disconnects PRDs, metrics, and next-iteration work. A structured post-launch review closes this learn loop by systematically turning launch evidence into actionable planning ideas.