product-lens — ai-agents product-lens, everything-claude-code, official, ai-agents, ide skills, anthropic, claude-code, developer-tools, Claude Code, Cursor, Windsurf

Verified
v1.0.0
GitHub

About this Skill

Perfect for Product Development Agents needing comprehensive content analysis and validation Use this skill to validate the why before building, run product diagnostics, and convert vague ideas into specs.

# Core Topics

affaan-m affaan-m
[116.8k]
[15188]
Updated: 3/30/2026

Agent Capability Analysis

The product-lens skill by affaan-m is an open-source official AI agent skill for Claude Code and other IDE workflows, helping agents execute tasks with better context, repeatability, and domain-specific guidance. Optimized for ai-agents, anthropic, claude-code.

Ideal Agent Persona

Perfect for Product Development Agents needing comprehensive content analysis and validation

Core Value

Empowers agents to conduct thorough product diagnostics, founder reviews, user journey audits, and feature prioritization using automated workflows, generating actionable `PRODUCT-BRIEF.md` files with quantifiable metrics and go/no-go recommendations, and integrating with tools like `/browser-qa` and `/design-system audit`

Capabilities Granted for product-lens

Validating product ideas before development using Mode 1: Product Diagnostic
Conducting weekly product reviews to ensure alignment with user needs and market trends
Optimizing user onboarding experiences through Mode 3: User Journey Audit
Prioritizing features using Mode 4: Feature Prioritization with ICE score calculations

! Prerequisites & Limits

  • Requires access to project documentation like README, CLAUDE.md, and package.json
  • Limited to analyzing products with quantifiable metrics and user feedback
  • Needs integration with external tools for post-launch monitoring and visual polish assessment
Labs Demo

Browser Sandbox Environment

⚡️ Ready to unleash?

Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

product-lens

Install product-lens, an AI agent skill for AI agent workflows and automation. Works with Claude Code, Cursor, and Windsurf with one-command setup.

SKILL.md
Readonly

Product Lens — Think Before You Build

When to Use

  • Before starting any feature — validate the "why"
  • Weekly product review — are we building the right thing?
  • When stuck choosing between features
  • Before a launch — sanity check the user journey
  • When converting a vague idea into a spec

How It Works

Mode 1: Product Diagnostic

Like YC office hours but automated. Asks the hard questions:

1. Who is this for? (specific person, not "developers")
2. What's the pain? (quantify: how often, how bad, what do they do today?)
3. Why now? (what changed that makes this possible/necessary?)
4. What's the 10-star version? (if money/time were unlimited)
5. What's the MVP? (smallest thing that proves the thesis)
6. What's the anti-goal? (what are you explicitly NOT building?)
7. How do you know it's working? (metric, not vibes)

Output: a PRODUCT-BRIEF.md with answers, risks, and a go/no-go recommendation.

Mode 2: Founder Review

Reviews your current project through a founder lens:

1. Read README, CLAUDE.md, package.json, recent commits
2. Infer: what is this trying to be?
3. Score: product-market fit signals (0-10)
   - Usage growth trajectory
   - Retention indicators (repeat contributors, return users)
   - Revenue signals (pricing page, billing code, Stripe integration)
   - Competitive moat (what's hard to copy?)
4. Identify: the one thing that would 10x this
5. Flag: things you're building that don't matter

Mode 3: User Journey Audit

Maps the actual user experience:

1. Clone/install the product as a new user
2. Document every friction point (confusing steps, errors, missing docs)
3. Time each step
4. Compare to competitor onboarding
5. Score: time-to-value (how long until the user gets their first win?)
6. Recommend: top 3 fixes for onboarding

Mode 4: Feature Prioritization

When you have 10 ideas and need to pick 2:

1. List all candidate features
2. Score each on: impact (1-5) × confidence (1-5) ÷ effort (1-5)
3. Rank by ICE score
4. Apply constraints: runway, team size, dependencies
5. Output: prioritized roadmap with rationale

Output

All modes output actionable docs, not essays. Every recommendation has a specific next step.

Integration

Pair with:

  • /browser-qa to verify the user journey audit findings
  • /design-system audit for visual polish assessment
  • /canary-watch for post-launch monitoring

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is product-lens?

Perfect for Product Development Agents needing comprehensive content analysis and validation Use this skill to validate the why before building, run product diagnostics, and convert vague ideas into specs.

How do I install product-lens?

Run the command: npx killer-skills add affaan-m/everything-claude-code/product-lens. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for product-lens?

Key use cases include: Validating product ideas before development using Mode 1: Product Diagnostic, Conducting weekly product reviews to ensure alignment with user needs and market trends, Optimizing user onboarding experiences through Mode 3: User Journey Audit, Prioritizing features using Mode 4: Feature Prioritization with ICE score calculations.

Which IDEs are compatible with product-lens?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for product-lens?

Requires access to project documentation like README, CLAUDE.md, and package.json. Limited to analyzing products with quantifiable metrics and user feedback. Needs integration with external tools for post-launch monitoring and visual polish assessment.

How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add affaan-m/everything-claude-code/product-lens. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use product-lens immediately in the current project.

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