Why not just let players choose based on narrative "positioning" and intent?
"Risky" 1d20
"Balanced" 2d10
"Conservative" 3d6
A GM might rule that a skill check must be rolled "Risky" because the player has to do something quickly.
A Player might elect to roll "Risky" by attempting a challenge...