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Highlights Mechanistic understandings of metal-free carbon thermocatalysis and electrocatalysis from the viewpoint of model method are summarized. Active sites and reaction mechanisms are discussed with a focus on in-situ techniques and 2D structure–activity relationships. The real contribution of each alien species, defect and edge configuration to catalytic reactions are systematically highlighted at a molecular level.