Require
for every . Expanding and cancelling gives
Right multiplication by yields the gauge-field transformation law
The first term lies in because the adjoint action preserves the Lie algebra. For the second, fix and consider the group curve through the identity. Its tangent at zero is , so this is also in . Since a Lie algebra is a vector space, .
Direct expansion gives
Since ,
Therefore the non-Abelian gauge field strength transforms covariantly:
The Killing form is invariant under the adjoint action:
Together with , this immediately gives
so every positive integral power is gauge invariant.
The adjoint covariant derivative obeys
This follows either by substituting the transformation laws or by applying the covariance of to an adjoint-valued field. A second use of invariance of the Killing form gives
which proves gauge invariance of .

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