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Moulin served the French First Republic as a general during the French Revolutionary Wars. Promoted to adjutant major in 1791, he rapidly advanced to the position of divisional general by 1793. He commanded Republican forces during the war in the Vendée, and served with distinction at the Battle of Saumur.