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A lessons learned is a document, in essay or bullet-list form, that notes what did and did not go well on a project.
It should contain an overview of your project and a listing of major activities and should describe what went positive, what went negative, and why for both. It should then be distributed so people truly learn the lessons, and it should not be filled with platitudes and self-promotion.