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A线 Embedding 接通: - A1: MemoryRetriever.set_embedding_client() + GrowthIntegration.configure_embedding() + Kernel.set_embedding_client() + viking_configure_embedding 传播到 Kernel - A2: Skill 路由替换 new_tf_idf_only() 为 EmbeddingAdapter + LlmSkillFallback B线 自学习自动化: - B1: evolution_bridge.rs — candidate_to_manifest() (PromptOnly, disabled by default) - B2: Kernel::generate_and_register_skill() 全链路 (LLM→parse→QualityGate→manifest→persist) - B3: EvolutionMiddleware 双模式 (auto_mode 跳过注入, 留给 kernel 自动处理) - B4: QualityGate 加固 (body ≥100字符 + 必须含标题 + 置信度上限 1.0) 验证: 934 tests PASS, 0 failures