Remember that you are probably already giving them far more nutrients than they'd get in situ.
But seaweed sounds gentle enough
Also I have found that there seems to be a reaction when they aren't getting enough sun - they turn green pretty quickly. (or if like what you describe, they show less color) AND winter sun compared to summer sun is another thing to consider - winter sun being far more gentle on the plants