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Pillar 8 depth: extend_lineage compounds trait inheritance across generations (0.65 base + 0.08/ancestor, capped 0.95) with atavism for ancestral traits; form_alliance marries houses with dominance-weighted trait pools (Iron Will 0.70 → Cursed Bloodline 0.15); deterministic house_prestige from traits, pacts, feuds, and unbroken-bloodline depth; lore injection emits generation-appropriate canon (young bloodline as PROPOSED_FACT vs N-generation UNBROKEN as VALIDATED_CANON). Legacy API and seed output pinned unchanged; probabilistic gates asserted exactly via ScriptedRandom. 12 red-first tests; suite at 539. Co-Authored-By: Claude <[email protected]>