One-click install
npx skills add https://github.com/himanshu231204/AI_Research_agent --skill product-lens-himanshu231204
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: product-lens
Source: https://github.com/himanshu231204/AI_Research_agent/tree/main/.opencode/skills/product-lens
Command: npx skills add https://github.com/himanshu231204/AI_Research_agent --skill product-lens-himanshu231204

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates the risk of wasting engineering resources on building features or products that lack clear user need, market timing, or measurable impact, ensuring teams invest only in high-value work.

Core Features & Use Cases

  • Product Diagnostic: Runs a structured YC-style question framework to validate feature viability, outputting a go/no-go product brief with risks and next steps.
  • Founder Review: Scores existing projects on product-market fit signals (growth, retention, revenue, moat) and identifies the single highest-impact improvement to pursue.
  • User Journey Audit: Maps end-to-end user onboarding, measures time-to-value, and flags top friction points to reduce drop-off.
  • Feature Prioritization: Ranks candidate features via ICE scoring (impact × confidence ÷ effort) to build a data-backed roadmap aligned with team constraints. Use case: A startup founder with 10 potential feature ideas can use this Skill to quickly identify the 2 highest-priority items that fit their 3-month runway and 3-person team capacity.

Quick Start

Use the product-lens skill to run a product diagnostic for your new browser automation feature to validate user need and get a go/no-go recommendation before allocating engineering resources.

Frequently Asked Questions about product-lens

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

FAQPage Schema
How do I validate a feature idea before building it?

To validate a feature idea before building, run a product diagnostic using a YC-style question framework to test viability. This process outputs a go/no-go product brief highlighting risks and next steps to prevent wasted engineering effort.

What is the best way to prioritize features for a startup roadmap?

The best way to prioritize features for a startup roadmap is using ICE scoring, which ranks ideas by impact, confidence, and effort. This builds a data-backed roadmap aligned with your team capacity and runway constraints.

How do I assess product-market fit for an existing project?

To assess product-market fit, score existing projects on key signals like growth, retention, revenue, and moat. This founder review identifies the single highest-impact improvement to pursue next.

How can I audit my user journey to reduce onboarding drop-off?

To audit your user journey and reduce drop-off, map end-to-end onboarding flows to measure time-to-value. This generates a friction report flagging the top bottlenecks in the user experience.

Can I use ICE scoring for feature prioritization with a small team?

Yes, you can use ICE scoring for feature prioritization with a small team. It calculates impact versus effort to identify high-value work that fits your specific team capacity and runway.

When should I do a pre-build product validation?

You should do a pre-build product validation during feature ideation, weekly product reviews, and launch sanity checks. This prevents wasted development on low-impact features lacking clear user need.