BA1 (stand-alone benign): highest population allele frequency 3.06% (African ancestry, gnomAD v4.1) exceeds the >1% threshold about 3-fold. BS1 (supporting): observed allele frequency exceeds that expected for a dominant NF1 allele by more than 150-fold. BS2 (supporting): 44 homozygotes in general-population cohorts are incompatible with a near-fully penetrant dominant disease allele. BP7 (supporting): synonymous change with no predicted splice impact (SpliceAI max delta 0.009) at a position with high population frequency. Synthesis: Benign — BA1 at stand-alone strength alone is sufficient under the generic combination rules, with BS1, BS2, and BP7 concordant and no pathogenic criterion met.