Solo, Great Falls Park (day-trip) works.
A genuinely dramatic natural payoff close to the city — the Potomac thunders over jagged rock ledges, with overlooks and cliffside trails. The honest catch: it's a 30–40 minute drive with effectively no transit option, and parking lots fill on fine-weather weekends.