Choose Hermitian Lie-algebra generators satisfying , with real totally antisymmetric Lie algebra structure constants in an orthonormal compact-group basis. The Adjoint representation generators are . For a canonically normalized Yang-Mills action, the coupling is in the gauge covariant derivative, rather than an overall kinetic prefactor. The conventions give
Equivalently, for the Lie-algebra-valued spinor, . This is the adjoint covariant derivative with the Hermitian-generator and explicit-coupling convention specified. Changing the sign convention for changes the accompanying gauge-transformation convention consistently.
Take Euclidean gamma matrices with , and independent Grassmann fields . The minimally coupled Dirac action is
Its mass term is the Dirac mass term, and the interaction is . With Fourier convention , the free kinetic operator is . The Euclidean adjoint Dirac Feynman rules are therefore
The vertex sign follows by expanding , not . Momentum conservation supplies the usual Dirac delta function at each vertex. There is only a one-gluon fermion vertex, with no two-gluon seagull because the fermionic covariant derivative is first order. A closed fermion loop has the usual fermionic sign . The identity checks the Dirac propagator.
Write and . The pole term is independent of and external momentum beyond the transverse tensor: , and . The supplied gluon self-energy insertion therefore has
Using the insertion convention , its cancellation requires the matter contribution to the background gauge-field kinetic factor. One can extract the coupling running from this gauge-invariant matter determinant using the background gauge-field renormalization identity . This is a background-field Ward identity, not a claim that the ordinary quantum-gluon wave-function factor alone always determines the full coupling renormalization. For this one adjoint Dirac spinor,
Differentiate at fixed . If and , the order- terms in give . Subtracting as well as the pole in the modified minimal subtraction scheme does not change this one-loop coefficient. Thus the adjoint Dirac contribution to the Yang-Mills beta function is
This is screening. The pure Yang-Mills one-loop beta function coefficient is . With adjoint Dirac spinors, the total renormalization-group beta function is consequently
For a non-Abelian simple factor , vanishing of the nontrivial one-loop coefficient would require . It cannot be a nonnegative integer, proving the integer obstruction to one-loop marginality with adjoint Dirac fermions. For a product group the same argument applies to every non-Abelian factor; the statement concerns the beta-function coefficient, not the trivial fixed point . The modified minimal subtraction scheme is mass independent, so a massive spinor has this ultraviolet contribution; decoupling below its mass instead requires effective-theory threshold matching.

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