product-reviewer

What problem does it solve?

Product teams often struggle with inconsistent, untracked product reviews that fail to tie metrics to clear targets, leading to blind spots in product performance, missed drop-off points in user funnels, and unactionable insights that don't drive improvement. This skill eliminates that guesswork by automating structured, target-aligned weekly product reviews.

Core Features & Use Cases

• Target-Aligned KPI Tracking: Pulls data from PostHog and Stripe, compares every KPI against predefined targets with clear green/yellow/red status coding to instantly spot underperforming metrics.
• Funnel & Retention Analysis: Identifies largest drop-off points in user funnels, renders cohort retention triangles to spot weakening user groups, and checks for Simpson's paradox risks by segmenting B2B metrics by plan tier or company size.
• Actionable Hypothesis Generation: Surfaces 2-3 testable improvement hypotheses with assigned owners and due dates, writes action items to a tracked YAML file for cross-review follow-up, and can dispatch experiment design skills to test recommended changes. Use case: A SaaS founder running their first weekly product review can use this skill to automatically pull their activation funnel, see that free tier activation is 18% vs 47% for enterprise, get a recommended hypothesis to simplify onboarding with an assigned owner, and have all action items tracked for the next review.

Quick Start

Use the product-reviewer skill to run your weekly product review for your SaaS project using the latest PostHog and Stripe data, and get a structured report with KPI status, funnel insights, and prioritized improvement hypotheses.