const regex = /(<a(?:(?!href).)* href\s*=\s*")(?:https?:\/\/)?www\.website\.com\//g;
// Alternative syntax using RegExp constructor
// const regex = new RegExp('(<a(?:(?!href).)* href\\s*=\\s*")(?:https?:\\\/\\\/)?www\\.website\\.com\\\/', 'g')
const str = `<a href="https://www.website.com/LUGAD-Clothing-Jewelry-Shoulder-Brushed/dp/B07D1V99MF/ref=sr_1_3/131-4937141-2376367/s=apparel&ie=UTF8&qid=1531422091&sr=1-3&nodeID=7141123011&psd=1&keywords=clothing%2Cshoes+and+jewelry">The Link</a>
<a href = "http://www.website.com/LUGAD-Clothing-Jewelry-Shoulder-Brushed/dp/B07D1V99MF/ref=sr_1_3/131-4937141-2376367/s=apparel&ie=UTF8&qid=1531422091&sr=1-3&nodeID=7141123011&psd=1&keywords=clothing%2Cshoes+and+jewelry">The Link</a>
<a class="bolt" href="http://www.website.com/LUGAD-Clothing-Jewelry-Shoulder-Brushed/dp/B07D1V99MF/ref=sr_1_3/131-4937141-2376367/s=apparel&ie=UTF8&qid=1531422091&sr=1-3&nodeID=7141123011&psd=1&keywords=clothing%2Cshoes+and+jewelry">The Link</a>`;
const subst = `$1`;
// The substituted value will be contained in the result variable
const result = str.replace(regex, subst);
console.log('Substitution result: ', result);
Please keep in mind that these code samples are automatically generated and are not guaranteed to work. If you find any syntax errors, feel free to submit a bug report. For a full regex reference for JavaScript, please visit: https://developer.mozilla.org/en/docs/Web/JavaScript/Guide/Regular_Expressions