App Paywall Pilot — AI skill for Claude Code
A framework for designing App Store-compliant subscription paywalls.
How to install App Paywall Pilot
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open Nikolai-Iakubovskii/app-paywall-pilot and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What App Paywall Pilot does
A framework for designing App Store-compliant subscription paywalls. 4 layers: AI skill (Claude/GPT/Cursor) + knowledge base (79 sourced benchmarks) + Python LTV tool + docs. 20-concept academic foundation (Kahneman + Layer 2). Flagship domain Paywall; expansion planned to Onboarding, Retention, Growth, Pricing, Reviews.
Alternatives in AI
- LLM For Zotero — An open-sourced research agent system deeply rooted in your Zotero library 2.8k ★
- Dive Into Claude Code — A Systematic Analysis and Discussion of Claude Code for Designing Today's and Future AI Agent Systems 2.1k ★
- Agentmemory — #1 Persistent memory for AI coding agents based on real-world benchmarks 1.9k ★
README
📱 Paywall Pilot Framework
**A framework for designing App Store-compliant
subscription paywalls that convert.**
AI skill + knowledge base + executable tool. For iOS + Android. Built on 88 sourced 2026 benchmarks and platform changes (Adapty 16K apps · RevenueCat 115K apps · AppsFlyer 1.7B installs · Superwall 32M paywall views · Apple/Google store updates) and a 20-concept academic foundation (Kahneman + Layer 2). Flagship domain is **Paywall**; expansion to Onboarding / Retention / Growth / Pricing on the [roadmap](ROADMAP.md).
[](https://github.com/Nikolai-Iakubovskii/app-paywall-pilot/releases) [](#) [](ROADMAP.md) [](modules/) [](sources.json) [](modules/pricing-psychology.md) [](LICENSE)
[](https://github.com/Nikolai-Iakubovskii/app-paywall-pilot/stargazers)
**[🚀 Get Started](#-how-to-use)** • **[🏗️ Architecture](#%EF%B8%8F-architecture)** • **[🧩 Modules](#-modules)** • **[💡 Use Cases](#-use-this-when)** • **[📊 What You Get](#-what-you-get)** • **[🗺️ Roadmap](ROADMAP.md)** • **[🤝 Contributing](#contributing)**
🏗️ Architecture
Paywall Pilot is **not just a Claude Code skill** (though it works as one). It's a 4-layer framework, designed to be used whole or per-
Related Skills
Screensdesign Agent Skill
Give AI agents real app screens, onboarding flows, paywalls, competitor research, and App Store reviews throug
Line Sticker Maker Skill
Claude Code skill for designing LINE sticker sets with AI — from concept to submission-ready files
Scipilot Writing Skill
SciPilot family: academic writing and polishing co-pilot, with a machine-checked writing-quality evidence chai
Storeforge
Multi-agent AI that turns a founder’s idea into an e-commerce launch plan, sourced products, and Shopify store
Lt Shop Support
AI support agent for the LT Shop men's apparel concept: answers only from the store FAQ, hands off to a person
MCP Web Scrape
🚀 mcp-web-scrape — Clean, cache-aware web content fetcher for AI agents. Fetch any URL → extract readable con
Related Agents
Monetization Agent
Use this agent for IAP implementation, subscription paywall design, RevenueCat setup, AdMob integration, prici
Miner Max
Delegate worker pinned to MAX reasoning effort, the most expensive tier and session-only. Pilot v1 (2026-07-06
Gpt5 Cursor
Use this agent when you need to use gpt-5 for deep research, second opinion or fixing a bug. Pass all the cont