You can remember the meaning of 凶器 with this easy mnemonic:
She had a fierce (凶) look on her face and a lethal weapon or some kind of device (器) in her hand when I walked in.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.