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A PowerShell script is simply a text file with a .ps1 extension that contains a list of commands PowerShell should execute. However, PowerShell's secure by default philosophy prevents all scripts from running, so double-clicking a PowerShell script from Windows Explorer won't execute it.
Windows PowerShell is a shell developed by Microsoft for purposes of task automation and configuration management. This powerful shell is based on the .NET framework and it includes a command-line shell and a scripting language. On top of the standard command-line shell, you can also find the Windows PowerShell ISE. ISE stands for Integrated Scripting Environment, and it is a graphical user interface that allows you to easily create different scripts without having to type all the commands in the command line.