ARC Web

Giftmaster
JavaScript

Relationship intelligence PWA with AI gift suggestions - Pod D, StellarPH Workshop

JavaScriptOpen Source

The problem

What's broken without this

🎁

Gift ideas take forever

Manually brainstorming gifts wastes time when you don't know someone's interests well enough.

😕

Generic gifts miss the mark

Without relationship context, you end up buying safe but forgettable presents that don't land.

📝

Relationship details scattered

You forget hobbies, preferences, and past conversations across multiple people and conversations.

The difference

Why it matters

✗ Without

Manual work

Slow iteration

Repeated mistakes

✓ With this

Stores relationship context in Supabase instead of losing it between sessions

Uses Claude's reasoning to explain *why* each gift matches the person, not just listing random options

Works offline-first as a PWA—access your gift lists without internet, sync when you reconnect

Under the hood

How it works

📥

Load relationship data

User provides or syncs contact information, conversation history, and known preferences for a person.

⚙️

Claude analyzes context

Anthropic Claude API processes relationship details through MCP tools to extract interests, budget constraints, and personality traits.

💡

Generate ranked suggestions

AI returns gift ideas ranked by relevance with reasoning—why each gift fits this specific person.

What it does

Core capabilities

⚡

Fast

Optimized for speed and efficiency.

🎯

Reliable

Built to work consistently.

🔌

Integrates

Works with your existing tools.

Instead of guessing what someone wants, you're giving Claude the actual relationship history and getting back gifts that feel personal.

arc-web/giftmaster

Codebase

Built with care

💻

JavaScript

Built in JavaScript for type safety and reliability.

🏗️

Architecture

Web App

📦

Key deps

@anthropic-ai/sdk, @modelcontextprotocol/sdk, @supabase/supabase-js

🔓

Open Source (MIT / PolyForm)

Fork it, extend it, ship it. It's yours.

Built by

Mike Ensor
Arc Web

AI automation, marketing technology, building tools that work.

Mike builds open-source AI tools for agencies, marketers, and operators who are done waiting for software to catch up. All Arc Web projects are open source by default — fork them, extend them, ship them.

GiftmasterJavaScript