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Research: Enhancing AI Discoverability of Shared Packages in a Monorepo

This document outlines strategies to improve how AI tools can discover, understand, and utilize shared packages (especially UI components) within the Ezra monorepo. The goal is to make it easier for AI assistants to effectively leverage these internal libraries.

Current Context

The Ezra project utilizes a monorepo structure with shared packages, likely located in frontend/packages/. Unlike external registries like Shadcn, the primary need is to enhance discoverability within this existing monorepo structure for AI-driven development.

Strategies for AI Discoverability

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import axios from 'axios';
import * as mfsha2 from 'multiformats/hashes/sha2';
import * as digest from 'multiformats/hashes/digest';
import { CID } from 'multiformats/cid';

const REGEX = 'template-ipfs://{ipfscid:(?<version>[01]):(?<codec>[a-z0-9-]+):(?<field>[a-z0-9-]+):(?<hash>[a-z0-9-]+)}';

const parseCID = (url, reserveAddress) => {
  var matches = url.match(REGEX);
  if (!matches) {

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'use client';

import toast from 'react-hot-toast';

const memes = [
  '/memes/meme-1.png',
].sort();

const copyImageToClipboard = async (imageUrl: string) => {
  try {

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import os 
import random
from PIL import Image
import json
import csv

# Get the current working directory
current_directory = os.path.dirname(os.path.abspath(__file__))

# Set the paths based on the current working directory

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nfd-verify:9673764

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nfd-verify:3690058

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const rarityScore = getTraitRarityScore(nft, allNfts);

// https://medium.com/@nfthelperbot/understanding-nft-rarity-calculation-c724518efd63
// rarityScore = 1 ÷ ([Number of Items With That Trait Value] / [Total Number of Items in Collection])
function getTraitRarityScore(nft, allNfts) {
  if (!nft?.metadata?.properties || Object.keys(nft.metadata.properties).length === 0) return 0;

  const total = allNfts.length;
  const traitFrequencies = getTraitFrequencies(allNfts);
  const rarityScore = Object.entries(nft.metadata.properties).reduce((acc, [trait, value]) => {

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export const formatWordPressUrlsInString = (str: string): string => {
  if (!str) return '';

  // from wizzy fields
  const pageExp = `${process.env.NEXT_PUBLIC_WP_URL}/hoops_page`;
  const postExp = `${process.env.NEXT_PUBLIC_WP_URL}/hoops_`;
  const videoExp = `${process.env.NEXT_PUBLIC_WP_URL}/hoops_video`;
  const teamExp = `${process.env.NEXT_PUBLIC_WP_URL}/hoops_team`;
  const pageRegExp = new RegExp(pageExp, 'g');
  const postRegExp = new RegExp(postExp, 'g');

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<?php

add_action('admin_menu', 'admin_menu_mobile');
add_action('admin_menu', 'admin_menu_hoops');
add_action('admin_menu', 'admin_menu_football');
add_action('admin_menu', 'admin_menu_remove_items');

function admin_menu_remove_items () { 
  remove_menu_page('edit.php');
  remove_menu_page('edit.php?post_type=page');

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export const frens = [
  {
    id: 544176827,
    name: 'skuli frens #1',
    unitname: 'sf001',
    rank: 281,
    arc69: { properties: { background: 'tealpink', skin: 'white', face: 'redeyes', head: 'bluedurag', body: 'redstrippedshirt' } },
    image: 'https://ipfs.io/ipfs/bafkreiflc5bj3zdf5oe3dn2dmtqtyrzdroozgt7bi5nnwbun6wujthniuq#i',
    href: 'https://www.nftexplorer.app/asset/544176827',
  },