The rival Koreas earlier this week threatened strikes against each other before agreeing on measures to reduce animosity.
The standoff began after land mines that Seoul says the North planted maimed two South Korean soldiers. Seoul responded by resuming propaganda broadcasts critical of Kim's authoritarian rule for the first time in 11 years.
Pyongyang then threatened to destroy the South Korean loudspeakers, and Seoul says the rivals exchanged artillery fire at the border.
Kim also dismissed an unspecified number of members of the party's Central Military Commission, which handled the standoff, a KCNA dispatch said.
It gave no reasons for the dismissals, but outside analysts said they may have been sacked because they misjudged South Korea's strong response to the mine blasts.
North Korea is intolerant of any outside criticism of its political system and worries, analysts say, that the broadcasts heard over the border could demoralise frontline troops and residents and eventually weaken Kim's leadership.
South Korean officials hope the agreement will help improve ties, but the two Koreas have a history of failing to follow through on past reconciliation accords, and their ties have been bad since conservatives took power in Seoul in early 2008.
During the party meeting Kim also ordered soldiers to help a recently flooded city, a sign of his need to show his people he cares about a decrepit economy.
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