product-lens — product-lens AI agent skill product-lens, everything-claude-code, affaan-m, official, product-lens AI agent skill, ai agent skill, ide skills, agent automation, product-lens for Claude Code, AI agent skills, Claude Code, Cursor

Verified
v1.0.0
GitHub

About this Skill

Perfect for Product Development Agents needing comprehensive content analysis and product validation capabilities. # 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

# Core Topics

affaan-m affaan-m
[108.5k]
[14167]
Updated: 3/26/2026

Quality Score

Top 5%
86
Excellent
Based on code quality & docs
Installation
SYS Universal Install (Auto-Detect)
> npx killer-skills add affaan-m/everything-claude-code/product-lens
Supports 19+ Platforms
Cursor
Windsurf
VS Code
Trae
Claude
OpenClaw
+12 more

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 product-lens AI agent skill, product-lens for Claude Code.

Ideal Agent Persona

Perfect for Product Development Agents needing comprehensive content analysis and product validation capabilities.

Core Value

Empowers agents to conduct product diagnostics, founder reviews, user journey audits, and feature prioritization using automated workflows and data-driven decision making, leveraging metrics such as product-market fit signals, usage growth trajectory, and retention indicators.

Capabilities Granted for product-lens

Validating product ideas through automated diagnostics
Conducting weekly product reviews to ensure alignment with user needs
Optimizing user onboarding experiences through friction point identification and time-to-value analysis
Prioritizing features using impact, confidence, and effort scoring
Generating actionable product briefs with go/no-go recommendations

! Prerequisites & Limits

  • Requires access to product documentation and codebase
  • Limited to digital products with measurable user interactions
  • Dependent on data quality for accurate product diagnostics and recommendations
Project
SKILL.md
2.4 KB
.cursorrules
1.2 KB
package.json
240 B
Ready
UTF-8
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 product validation capabilities. # 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 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 through automated diagnostics, Conducting weekly product reviews to ensure alignment with user needs, Optimizing user onboarding experiences through friction point identification and time-to-value analysis, Prioritizing features using impact, confidence, and effort scoring, Generating actionable product briefs with go/no-go recommendations.

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 product documentation and codebase. Limited to digital products with measurable user interactions. Dependent on data quality for accurate product diagnostics and recommendations.

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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