Brad Pitt & Angelina Jolie to Share the Screen in New Mystery Movie

05/05/2014 at 10:10 AM EDT

Brad Pitt, Angelina Jolie Making Movie
Angelina Jolie and Brad Pitt
Dave J Hogan/Getty

Brad Pitt

Brad Pitt

Should moviegoers expect a sequel to Mr. & Mrs. Smith?

Not quite – but Angelina Jolie and fiancé Brad Pitt are set to join forces on the big screen for the first time since they collaborated in that 2005 action film.

The new project will be based on a script penned by Jolie, PEOPLE confirms.

No word on the genre, release date, studio – or if their brood of six will make any cameos. Industry insiders speculate that it could be a relationship drama Jolie, 38, wrote several years ago, says the Hollywood Reporter.

Until then, Jolie is gearing up for the May 30 release of Disney's Maleficent, while her film Unbroken – which she directed – is in post-production.

Reporting by MARY GREEN

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