Who decides whether the money I’m spending from my HSA is for “qualified medical expense?”

You are responsible for that decision, and therefore should familiarize yourself with what qualified medical expenses are (at least as partially defined in IRS publication 502).  Also, keep your receipts in case you need to defend your expenditures or decisions during an audit.