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The project, written by David E. Kelley, will star Friday Night Lights actress Adrianne Palicki as the costumed hero.
In a post on Twitter, Hurley wrote: "Thrilled to be doing the NBC pilot Wonder Woman."
She also confirmed that she will be playing the lead character's nemesis, adding: "I'll be playing the evil villain. Can't wait."
Hurley's past acting credits include film roles in 1997's Austin Powers: International Man of Mystery and 2000's Bedazzled. Her last television appearance was in 1996 television film Samson and Delilah.
Caprica director Jeffrey Reiner is expected to helm the Wonder Woman pilot, which is under consideration for NBC's 2011-12 television season.
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