Optimize, improve, or design any product screen — routes on objective. The user-facing umbrella for product-screen work, mobile or web (paywall, pricing, landing, signup, onboarding, dashboard, settings, ...). Pick the objective INTENT-FIRST, not by whether an image exists: optimize (move a conversion metric on an EXISTING screen) and improve (raise design quality of an EXISTING screen) both require a screenshot — captured on the user's behalf; create (a NEW screen from scratch) routes to the internal lazyweb-design-create backend. For optimize, the server runs the internal pipeline — labels the screen, retrieves structural experiment twins, diagnoses frictions, synthesizes a slot-diverse portfolio of falsifiable hypotheses bound to real A/B experiments — then renders the dark report; the skill captures the screen, generates one mockup per winner, and hosts it. Use when the user wants to redesign, improve, critique, optimize, or design a product screen for conversion or quality.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryGrowth & marketingStars0
About this skill
Optimize, improve, or design any product screen — routes on objective. The user-facing umbrella for product-screen work, mobile or web (paywall, pricing, landing, signup, onboarding, dashboard, settings, ...). Pick the objective INTENT-FIRST, not by whether an image exists: optimize (move a conversion metric on an EXISTING screen) and improve (raise design quality of an EXISTING screen) both require a screenshot — captured on the user's behalf; create (a NEW screen from scratch) routes to the internal lazyweb-design-create backend. For optimize, the server runs the internal pipeline — labels the screen, retrieves structural experiment twins, diagnoses frictions, synthesizes a slot-diverse portfolio of falsifiable hypotheses bound to real A/B experiments — then renders the dark report; the skill captures the screen, generates one mockup per winner, and hosts it. Use when the user wants to redesign, improve, critique, optimize, or design a product screen for conversion or quality.
Quick start
Copy the install prompt. Use the green button above this README.
Send it to your agent. Paste it into your coding agent’s chat and send.
Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Optimize, improve, or design any product screen — routes on objective. The user-facing umbrella for product-screen work, mobile or web (paywall, pricing, landing, signup, onboarding, dashboard, settings, …). Pick the `objective` INTENT-FIRST, not by whether an image exists: `optimize` (move a conversion metric on an EXISTING screen) and `improve` (raise design quality of an EXISTING screen) both require a screenshot — captured on the user's behalf; `create` (a NEW screen from scratch) routes to the internal lazyweb-design-create backend. For optimize, the server runs the internal pipeline — labels the screen, retrieves structural experiment twins, diagnoses frictions, synthesizes a slot-diverse portfolio of falsifiable hypotheses bound to real A/B experiments — then renders the dark report; the skill captures the screen, generates one mockup per winner, and hosts it. Use when the user wants to redesign, improve, critique, optimize, or design a product screen for conversion or quality.
About this listing
Category
Growth & marketing
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI