You might remember the meaning of the character 凭 with this easy mnemonic:
Lean my staff (亻) against the wall. We don't want it to slash (丿) the scholars (士) standing around the table (几).
Using mnemonics to remember the meaning of Chinese characters like has a huge impact on how long to learn Mandarin it takes.