You can remember the meaning of 弥补 with this easy mnemonic:
Your personalities fully (弥) complement each other. You don't have to repair (补) your relationship in any way because you're already perfect.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.