Should mishaps always be negative?
Not necessarily. Some of the most entertaining mishaps produce unintended benefits - a failed invisibility spell that turns the caster's clothing invisible instead, a botched summoning that calls a confused but friendly creature, or a misfired enchantment that charms the caster's allies into uncontrollable laughter. Mix in positive or neutral results to keep players guessing.