Combine white miso paste and water in a bowl; whisk to combine. Add eggs; whisk until smooth. Heat a nonstick skillet over medium heat. Add shallots to pan; sauté 1 minute. Add egg mixture; cook 2 1/2 minutes, stirring frequently. Sprinkle with pepper.