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Shots — AI-powered App Store screenshots

Shots

App Store screenshots that drive installs — powered by GPT-Image 2.

Type /shots in Claude Code. Paste your App Store URL to scrape your listing,
add your own app screenshots to .shots/app-screenshots/, drop design inspo
into .shots/inspo/, and get scroll-stopping App Store screenshots in minutes — not days.

Install

Install the Shots skill to your AI coding agent:

# Install to your current project
npx skills add hypersocialinc/shots

# Install globally (available in all projects)
npx skills add hypersocialinc/shots --global

# Install to specific agents
npx skills add hypersocialinc/shots --agent claude-code cursor

# Install specific sub-skills only
npx skills add hypersocialinc/shots --skill shots --skill shots-revise

Works with Claude Code, Cursor, Codex, Cline, and 40+ other AI coding agents.

Examples

TikTok — bold claims, scroll-stopping color
Miniparty — playful identity, clear value props
Snapchat — high-energy visuals, benefit-first copy
ChatGPT — clean product tour, clear benefit headlines

Commands

Command What it does
/shots Full creation flow — workspace setup through final screenshots
/shots-revise Iterate on existing shots with targeted feedback
/shots-translate Localize shots for another language/locale
/shots-scrape Scrape App Store metadata into config
/shots-benefits Craft/refine benefit headlines without generating

How It Works

  1. Initialize — set up a .shots/ workspace in your project
  2. Research — scrape your App Store listing, analyze your codebase
  3. Craft — write benefit-driven headlines using proven copywriting frameworks
  4. Generate — create wide composites via GPT-Image 2 (OpenAI or fal.ai)
  5. Crop — split into individual App Store / Google Play panels
  6. Iterate — revise with feedback, translate for other locales

Requirements

  • Node.js 18+
  • OPENAI_API_KEY or FAL_KEY
  • SEARCHAPI_KEY (optional) — enables scraping your actual App Store screenshots grouped by device (iPhone, iPad, Mac, etc.) via SearchAPI. Without it, screenshots come from iTunes (iPhone only).

Project Structure

skills/shots/
  SKILL.md                # Main skill definition
  reference/              # Step-by-step agent instructions
  scripts/                # generate.mjs, crop.mjs, scrape.mjs
skills/shots-*/           # Sub-skills (revise, translate, scrape, benefits)
.shots/                   # Per-project workspace (created at runtime)
  config.json             # App metadata, benefits, brand colors
  runs/                   # Generated output (gitignored)

About

App Store Screenshot generator with GPT Image 2

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