Correct answer: energy must be supplied by an external agent
The electric force on a positive charge points along E. Displacing the charge opposite to E means the displacement is against the force, so the field does negative work. By work-energy considerations, an external agent must supply energy, increasing the potential energy of the system. The field strength itself is unaffected by moving a test charge.