Rule reminder
In an absolute participle clause, identify whether the verb uses essere (agrees with its own subject) or avere (agrees with the direct object), then apply the correct gender/number ending.
'Firmato il contratto, iniziò la collaborazione.' What does 'firmato' agree with?