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根因: ProfileUpdater 只处理 industry 和 communication_style 2/5 维度, 跳过 recent_topic、pain_point、preferred_tool。 修复: - ProfileFieldUpdate 添加 kind 字段 (SetField | AppendArray) - collect_updates() 现在处理全部 5 个维度: - industry, communication_style → SetField (直接覆盖) - recent_topic, pain_point, preferred_tool → AppendArray (追加去重) - growth.rs 根据 ProfileUpdateKind 分派到不同的 UserProfileStore 方法: - SetField → update_field() - AppendArray → add_recent_topic() / add_pain_point() / add_preferred_tool() - ProfileUpdateKind re-exported from lib.rs 测试: test_collect_updates_all_five_dimensions 验证 5 个维度 + 2 种更新类型