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
! 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
Browser Sandbox Environment
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Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.
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.
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
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1. Open your terminal
Open the terminal or command line in your project directory.
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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.
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3. Start using the skill
The skill is now active. Your AI agent can use product-lens immediately in the current project.