Add mock data generation for agent-based task analysis

- Implemented Task and Agent classes to simulate agent performance on tasks.
- Added methods for calculating task success rates and overall success rates.
- Included functions for sampling rewards from a Bernoulli distribution based on task success rates.
- Created plotting functions for visualizing task difficulty and Gaussian distributions.
- Introduced a utility function to augment matrices with averages for analysis.

Author: recursix