Life's Algorithm is a puzzle game where the player has to use the famous cellular automaton, Conway's Game of Life, to find solutions for various challenges. The player must design and implement a series of patterns that interact in complex ways to achieve specific goals, such as producing a formation of cells or avoiding the growth of certain patterns.