There's definitely a well marked trail and I would say it's do-able for younger kids. Not much scrambling or anything else difficult.
I'd recommend staying closer to the lower trails near the creek. If you climb the east side, there are unguarded cliffs which I'd be apprehensive about having kids too close to.
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