Mental illness is associated to both metabolic and cognitive deficits. The idea here is to use adapted physical activity (APA) to help both aspects of pathology within a personal-targeted cognitive intervention program in order to enhance self-efficacy and intrinsic motivation. Using a multi-experience neuropsychological tool set (comprising touch pad exercises, wood puzzles and one-on-one semi-structured interviews), the different domains of action, timing, executive functions and social cognition were evaluated in a short 30-minute session. These computerized neuropsychological data were then used to adapt the difficulty of the proposed physical activity. Results obtained in a small group of ten patients revealed that the battery was well accepted. Both quantitative and qualitative results were collected and suggested that after 4 sessions of 2h activity, the scores were improved for motor planning, motivation and the subjective report of quality of life. These preliminary data are important as they show that new technology can now be used to adapt automatically physical activities to the motor, cognitive and emotional capacities of the targeted individuals. Touch pads may also afford an innovating way to evaluate efficiently cognitive abilities while preserving the pleasure of the moment.