This is a short description of the main features for Every Day Programmer’s Notebook – a natural client extension for the mshell Ecosystem (mshell v1.4.1 – shell for AI & Mathematics). Other parts of the ecosystem include mshell itself, as the core of the entire ecosystem, mshell Studio (mshell Library Manager + mshell Knowledge Database and Validator), and mshell Editor (edi): https://www.appservgrid.com/paw92/index.php/2026/01/05/mshell-ecosystem-short-description-of-main-components/
