Federal Agency's Rule-making Authority refers to the power granted to federal agencies to create, amend, and repeal rules and regulations that have the force of law. This authority is essential for implementing and enforcing statutes passed by Congress, allowing agencies to fill in the details necessary for effective governance in specific areas such as environmental protection, public health, and labor standards.