Locators Lab vs ShapeMyPrompt: licensing, GitHub activity, and what each is actually for. Neutral comparison, no paid rankings.
Locators Lab: Open source. Browser extension, IDE plugin, and desktop app that helps you find and generate robust element locators for test automation. Inspect elements directly on web pages, get intelligent locator suggestions with CSS selectors and XPath, and copy them instantly for use in Selenium, Playwright, Cypress, or any automation framework.
ShapeMyPrompt: Commercial. Chrome extension (with a companion web app) that turns casually written text, including mixed-language input like Hinglish or Spanglish, into polished, structured prompts that AI assistants such as ChatGPT, Claude, and Gemini reliably follow. Free forever for basic use, no signup required.