Weapons can hold two kinds of Enchants. Permanent and temporary.
Permanent are the ones that Enchanter's do. Mongoose, +20 STR, Executioner, etc.
Temporary are the ones besides that. Windfury, (Totem or self applied) Poisons, Sharpening Stones, etc. Paladin seals are NOT included, they are buffs, not enchants.