After a few skirmishes and much negotiation, a peace agreement was reached.
The agreement came into place after many skirmishes and little negotiation. 
mnli hypothesis: The agreement came into place after many skirmishes and little negotiation.  premise: After a few skirmishes and much negotiation, a peace agreement was reached.