{
  "metadata": {
    "generated_at": "2026-05-25 17:08:07 +0800",
    "source_reports": [
      "/root/.openclaw/workspace/talent-review-system/docs/roadmap/ALGORITHM_IMPACT_REGISTRY_APPLY_PREP.md",
      "/root/.openclaw/workspace/talent-review-system/docs/roadmap/algorithm_impact_registry_apply_prep.json",
      "/root/.openclaw/workspace/talent-review-system/docs/roadmap/ALGORITHM_IMPACT_PREVIEW.md",
      "/root/.openclaw/workspace/talent-review-system/docs/roadmap/algorithm_impact_preview.json",
      "/var/www/talent-review/outputs/algorithm_config_center_summary_v1.json",
      "/var/www/talent-review/outputs/algorithm_schema_registry_v1.json",
      "/var/www/talent-review/outputs/algorithm_permission_policy_registry_v1.json",
      "/var/www/talent-review/outputs/algorithm_hardcoded_rules_registry_v1.json",
      "/var/www/talent-review/outputs/assessment_template_schema_registry_v1.json",
      "/var/www/talent-review/outputs/assessment_template_permission_impact_registry_v1.json"
    ],
    "stage": "P0_ALGORITHM_IMPACT_REGISTRY",
    "purpose": "沉淀算法配置变更影响预览模型，包括变更对象、影响维度、风险等级、gate 决策、影响预览 schema、registry 依赖关系、P0 / SaaS 边界和 validation rules。",
    "warning": "只读 registry。仅用于算法治理、配置变更影响分析、权限审批、shadow validation 和 controlled refactor gate 设计参考，不接入真实算法执行链路。",
    "writes_database": false,
    "executes_algorithm": false,
    "modifies_active_algorithm": false,
    "modifies_assessment_results": false,
    "modifies_profile_or_cadre": false,
    "modifies_org_capability_score": false,
    "modifies_people_action": false,
    "expands_permission": false,
    "generates_business_effective_conclusion": false,
    "feishu_writeback_required": false,
    "permission_apply_required": false,
    "schema_migration_required": false
  },
  "registry_summary": {
    "impact_change_object_type_count": 12,
    "impact_dimension_count": 9,
    "risk_level_count": 4,
    "gate_rule_count": 7,
    "impact_preview_schema_field_count": 24,
    "linked_algorithm_schema_registry": "/outputs/algorithm_schema_registry_v1.json",
    "linked_algorithm_permission_policy_registry": "/outputs/algorithm_permission_policy_registry_v1.json",
    "linked_algorithm_hardcoded_rules_registry": "/outputs/algorithm_hardcoded_rules_registry_v1.json",
    "linked_assessment_template_schema_registry": "/outputs/assessment_template_schema_registry_v1.json",
    "linked_assessment_template_impact_registry": "/outputs/assessment_template_permission_impact_registry_v1.json"
  },
  "change_object_types": [
    {
      "change_type_id": "weight_config_change",
      "change_type_name": "权重配置变更",
      "description": "评分、标签、九宫格位置、组织能力输入和结果解释变化",
      "related_schema_objects": [
        "algorithm_weight_config",
        "result_mapping_config"
      ],
      "related_permission_policy_modules": [
        "action_permission",
        "approval_permission",
        "field_permission",
        "config_permission"
      ],
      "related_hardcoded_registry_sections": [
        "p0_priority_rules",
        "business_impact_mapping"
      ],
      "typical_risks": [
        "评分、标签、九宫格位置、组织能力输入和结果解释变化",
        "active_result_interpretation_change_if_applied_without_gate",
        "business_effective_risk_if_runtime_linked"
      ],
      "required_impact_dimensions": [
        "user_role_impact",
        "assessment_result_impact",
        "talent_review_output_impact",
        "profile_cadre_impact",
        "org_capability_impact",
        "org_canvas_people_action_impact",
        "permission_impact",
        "external_system_impact",
        "audit_rollback_impact"
      ],
      "default_gate_rule": [
        "hr_review_required",
        "shadow_validation_required"
      ],
      "direct_apply_allowed": false
    },
    {
      "change_type_id": "threshold_config_change",
      "change_type_name": "阈值配置变更",
      "description": "风险线、晋升/淘汰边界、关键格位、组织能力风险分和业务解释变化",
      "related_schema_objects": [
        "algorithm_threshold_config",
        "nine_box_config",
        "risk_tag_rule_config"
      ],
      "related_permission_policy_modules": [
        "action_permission",
        "approval_permission",
        "field_permission",
        "config_permission"
      ],
      "related_hardcoded_registry_sections": [
        "p0_priority_rules",
        "business_impact_mapping"
      ],
      "typical_risks": [
        "风险线、晋升/淘汰边界、关键格位、组织能力风险分和业务解释变化",
        "active_result_interpretation_change_if_applied_without_gate",
        "business_effective_risk_if_runtime_linked"
      ],
      "required_impact_dimensions": [
        "user_role_impact",
        "assessment_result_impact",
        "talent_review_output_impact",
        "profile_cadre_impact",
        "org_capability_impact",
        "org_canvas_people_action_impact",
        "permission_impact",
        "external_system_impact",
        "audit_rollback_impact"
      ],
      "default_gate_rule": [
        "hr_review_required",
        "boss_approval_required",
        "shadow_validation_required"
      ],
      "direct_apply_allowed": false
    },
    {
      "change_type_id": "nine_box_config_change",
      "change_type_name": "九宫格配置变更",
      "description": "九宫格位置、关键人才格、高风险格和推荐动作变化",
      "related_schema_objects": [
        "nine_box_config",
        "recommended_action_rule_config"
      ],
      "related_permission_policy_modules": [
        "action_permission",
        "approval_permission",
        "field_permission",
        "config_permission"
      ],
      "related_hardcoded_registry_sections": [
        "p0_priority_rules",
        "business_impact_mapping"
      ],
      "typical_risks": [
        "九宫格位置、关键人才格、高风险格和推荐动作变化",
        "active_result_interpretation_change_if_applied_without_gate",
        "business_effective_risk_if_runtime_linked"
      ],
      "required_impact_dimensions": [
        "user_role_impact",
        "assessment_result_impact",
        "talent_review_output_impact",
        "profile_cadre_impact",
        "org_capability_impact",
        "org_canvas_people_action_impact",
        "permission_impact",
        "external_system_impact",
        "audit_rollback_impact"
      ],
      "default_gate_rule": [
        "boss_approval_required",
        "hr_review_required",
        "shadow_validation_required"
      ],
      "direct_apply_allowed": false
    },
    {
      "change_type_id": "one_vote_veto_config_change",
      "change_type_name": "一票否决配置变更",
      "description": "一票否决、干部 validation、人事动作阻断和组织画布约束变化",
      "related_schema_objects": [
        "one_vote_veto_config",
        "algorithm_lifecycle"
      ],
      "related_permission_policy_modules": [
        "action_permission",
        "approval_permission",
        "field_permission",
        "config_permission"
      ],
      "related_hardcoded_registry_sections": [
        "p0_priority_rules",
        "business_impact_mapping"
      ],
      "typical_risks": [
        "一票否决、干部 validation、人事动作阻断和组织画布约束变化",
        "active_result_interpretation_change_if_applied_without_gate",
        "business_effective_risk_if_runtime_linked"
      ],
      "required_impact_dimensions": [
        "user_role_impact",
        "assessment_result_impact",
        "talent_review_output_impact",
        "profile_cadre_impact",
        "org_capability_impact",
        "org_canvas_people_action_impact",
        "permission_impact",
        "external_system_impact",
        "audit_rollback_impact"
      ],
      "default_gate_rule": [
        "boss_approval_required",
        "security_audit_required",
        "shadow_validation_required",
        "separate_algorithm_apply_gate_required"
      ],
      "direct_apply_allowed": false
    },
    {
      "change_type_id": "talent_risk_tag_config_change",
      "change_type_name": "人才标签 / 风险标签配置变更",
      "description": "人才标签、风险标签、画像字段、干部档案和组织能力标签变化",
      "related_schema_objects": [
        "talent_tag_rule_config",
        "risk_tag_rule_config"
      ],
      "related_permission_policy_modules": [
        "action_permission",
        "approval_permission",
        "field_permission",
        "config_permission"
      ],
      "related_hardcoded_registry_sections": [
        "p0_priority_rules",
        "business_impact_mapping"
      ],
      "typical_risks": [
        "人才标签、风险标签、画像字段、干部档案和组织能力标签变化",
        "active_result_interpretation_change_if_applied_without_gate",
        "business_effective_risk_if_runtime_linked"
      ],
      "required_impact_dimensions": [
        "user_role_impact",
        "assessment_result_impact",
        "talent_review_output_impact",
        "profile_cadre_impact",
        "org_capability_impact",
        "org_canvas_people_action_impact",
        "permission_impact",
        "external_system_impact",
        "audit_rollback_impact"
      ],
      "default_gate_rule": [
        "hr_review_required",
        "shadow_validation_required"
      ],
      "direct_apply_allowed": false
    },
    {
      "change_type_id": "recommended_action_config_change",
      "change_type_name": "推荐动作配置变更",
      "description": "推荐动作、管理建议、培养计划和人事动作建议变化",
      "related_schema_objects": [
        "recommended_action_rule_config"
      ],
      "related_permission_policy_modules": [
        "action_permission",
        "approval_permission",
        "field_permission",
        "config_permission"
      ],
      "related_hardcoded_registry_sections": [
        "p0_priority_rules",
        "business_impact_mapping"
      ],
      "typical_risks": [
        "推荐动作、管理建议、培养计划和人事动作建议变化",
        "active_result_interpretation_change_if_applied_without_gate",
        "business_effective_risk_if_runtime_linked"
      ],
      "required_impact_dimensions": [
        "user_role_impact",
        "assessment_result_impact",
        "talent_review_output_impact",
        "profile_cadre_impact",
        "org_capability_impact",
        "org_canvas_people_action_impact",
        "permission_impact",
        "external_system_impact",
        "audit_rollback_impact"
      ],
      "default_gate_rule": [
        "hr_review_required",
        "boss_approval_required"
      ],
      "direct_apply_allowed": false
    },
    {
      "change_type_id": "result_mapping_config_change",
      "change_type_name": "结果映射配置变更",
      "description": "测评结果输入、画像、干部 validation、组织能力、人事动作、权限信号和外部映射变化",
      "related_schema_objects": [
        "result_mapping_config",
        "algorithm_permission_policy"
      ],
      "related_permission_policy_modules": [
        "action_permission",
        "approval_permission",
        "field_permission",
        "config_permission"
      ],
      "related_hardcoded_registry_sections": [
        "p0_priority_rules",
        "business_impact_mapping"
      ],
      "typical_risks": [
        "测评结果输入、画像、干部 validation、组织能力、人事动作、权限信号和外部映射变化",
        "active_result_interpretation_change_if_applied_without_gate",
        "business_effective_risk_if_runtime_linked"
      ],
      "required_impact_dimensions": [
        "user_role_impact",
        "assessment_result_impact",
        "talent_review_output_impact",
        "profile_cadre_impact",
        "org_capability_impact",
        "org_canvas_people_action_impact",
        "permission_impact",
        "external_system_impact",
        "audit_rollback_impact"
      ],
      "default_gate_rule": [
        "hr_review_required",
        "boss_approval_required",
        "permission_admin_review_required",
        "security_audit_required",
        "shadow_validation_required"
      ],
      "direct_apply_allowed": false
    },
    {
      "change_type_id": "org_capability_scoring_config_change",
      "change_type_name": "组织能力评分配置变更",
      "description": "组织能力评分、组织健康度、组织风险标签和管理者有效性变化",
      "related_schema_objects": [
        "algorithm_threshold_config",
        "algorithm_weight_config",
        "result_mapping_config"
      ],
      "related_permission_policy_modules": [
        "action_permission",
        "approval_permission",
        "field_permission",
        "config_permission"
      ],
      "related_hardcoded_registry_sections": [
        "p0_priority_rules",
        "business_impact_mapping"
      ],
      "typical_risks": [
        "组织能力评分、组织健康度、组织风险标签和管理者有效性变化",
        "active_result_interpretation_change_if_applied_without_gate",
        "business_effective_risk_if_runtime_linked"
      ],
      "required_impact_dimensions": [
        "user_role_impact",
        "assessment_result_impact",
        "talent_review_output_impact",
        "profile_cadre_impact",
        "org_capability_impact",
        "org_canvas_people_action_impact",
        "permission_impact",
        "external_system_impact",
        "audit_rollback_impact"
      ],
      "default_gate_rule": [
        "boss_approval_required",
        "hr_review_required",
        "shadow_validation_required"
      ],
      "direct_apply_allowed": false
    },
    {
      "change_type_id": "people_action_constraint_config_change",
      "change_type_name": "人事动作约束配置变更",
      "description": "晋升、调岗、转正、淘汰、干部任用和组织画布动作限制变化",
      "related_schema_objects": [
        "algorithm_lifecycle",
        "one_vote_veto_config",
        "recommended_action_rule_config"
      ],
      "related_permission_policy_modules": [
        "action_permission",
        "approval_permission",
        "field_permission",
        "config_permission"
      ],
      "related_hardcoded_registry_sections": [
        "p0_priority_rules",
        "business_impact_mapping"
      ],
      "typical_risks": [
        "晋升、调岗、转正、淘汰、干部任用和组织画布动作限制变化",
        "active_result_interpretation_change_if_applied_without_gate",
        "business_effective_risk_if_runtime_linked"
      ],
      "required_impact_dimensions": [
        "user_role_impact",
        "assessment_result_impact",
        "talent_review_output_impact",
        "profile_cadre_impact",
        "org_capability_impact",
        "org_canvas_people_action_impact",
        "permission_impact",
        "external_system_impact",
        "audit_rollback_impact"
      ],
      "default_gate_rule": [
        "boss_approval_required",
        "hr_review_required",
        "security_audit_required",
        "separate_algorithm_apply_gate_required"
      ],
      "direct_apply_allowed": false
    },
    {
      "change_type_id": "permission_signal_config_change",
      "change_type_name": "权限信号配置变更",
      "description": "字段可见性、动作权限、reviewer scope、干部字段和 critical 字段暴露变化",
      "related_schema_objects": [
        "algorithm_permission_policy",
        "result_mapping_config"
      ],
      "related_permission_policy_modules": [
        "action_permission",
        "approval_permission",
        "field_permission",
        "config_permission"
      ],
      "related_hardcoded_registry_sections": [
        "p0_priority_rules",
        "business_impact_mapping"
      ],
      "typical_risks": [
        "字段可见性、动作权限、reviewer scope、干部字段和 critical 字段暴露变化",
        "active_result_interpretation_change_if_applied_without_gate",
        "business_effective_risk_if_runtime_linked"
      ],
      "required_impact_dimensions": [
        "user_role_impact",
        "assessment_result_impact",
        "talent_review_output_impact",
        "profile_cadre_impact",
        "org_capability_impact",
        "org_canvas_people_action_impact",
        "permission_impact",
        "external_system_impact",
        "audit_rollback_impact"
      ],
      "default_gate_rule": [
        "permission_admin_review_required",
        "security_audit_required",
        "separate_algorithm_apply_gate_required"
      ],
      "direct_apply_allowed": false
    },
    {
      "change_type_id": "algorithm_permission_policy_change",
      "change_type_name": "算法权限策略变更",
      "description": "页面访问、数据范围、字段敏感级别、动作权限、审批权限和配置权限变化",
      "related_schema_objects": [
        "algorithm_permission_policy"
      ],
      "related_permission_policy_modules": [
        "action_permission",
        "approval_permission",
        "field_permission",
        "config_permission"
      ],
      "related_hardcoded_registry_sections": [
        "p0_priority_rules",
        "business_impact_mapping"
      ],
      "typical_risks": [
        "页面访问、数据范围、字段敏感级别、动作权限、审批权限和配置权限变化",
        "active_result_interpretation_change_if_applied_without_gate",
        "business_effective_risk_if_runtime_linked"
      ],
      "required_impact_dimensions": [
        "user_role_impact",
        "assessment_result_impact",
        "talent_review_output_impact",
        "profile_cadre_impact",
        "org_capability_impact",
        "org_canvas_people_action_impact",
        "permission_impact",
        "external_system_impact",
        "audit_rollback_impact"
      ],
      "default_gate_rule": [
        "permission_admin_review_required",
        "security_audit_required",
        "separate_algorithm_apply_gate_required"
      ],
      "direct_apply_allowed": false
    },
    {
      "change_type_id": "hardcoded_rule_governance_change",
      "change_type_name": "硬编码规则治理变更",
      "description": "高风险硬编码抽取、替换候选、差异校验、回滚和 controlled refactor gate",
      "related_schema_objects": [
        "algorithm_audit_version",
        "algorithm_lifecycle",
        "algorithm_permission_policy"
      ],
      "related_permission_policy_modules": [
        "action_permission",
        "approval_permission",
        "field_permission",
        "config_permission"
      ],
      "related_hardcoded_registry_sections": [
        "hardcoded_type_taxonomy",
        "p0_priority_rules",
        "high_critical_risk_governance"
      ],
      "typical_risks": [
        "高风险硬编码抽取、替换候选、差异校验、回滚和 controlled refactor gate",
        "active_result_interpretation_change_if_applied_without_gate",
        "business_effective_risk_if_runtime_linked"
      ],
      "required_impact_dimensions": [
        "user_role_impact",
        "assessment_result_impact",
        "talent_review_output_impact",
        "profile_cadre_impact",
        "org_capability_impact",
        "org_canvas_people_action_impact",
        "permission_impact",
        "external_system_impact",
        "audit_rollback_impact"
      ],
      "default_gate_rule": [
        "shadow_validation_required",
        "security_audit_required",
        "separate_algorithm_apply_gate_required"
      ],
      "direct_apply_allowed": false
    }
  ],
  "impact_dimensions": [
    {
      "dimension_id": "user_role_impact",
      "dimension_name": "用户 / 角色影响",
      "description": "预览算法配置变更对用户 / 角色影响的影响。",
      "affected_entities": [
        "affected_users",
        "affected_roles",
        "affected_reviewers",
        "affected_hrbp_scopes",
        "newly_visible_users",
        "newly_hidden_users"
      ],
      "risk_indicators": [
        "expanded_data_scope",
        "new_role_visibility",
        "reviewer_scope_change"
      ],
      "required_checks": [
        "scope_identification",
        "before_after_diff_required",
        "risk_level_assignment",
        "gate_decision_required",
        "rollback_and_audit_check"
      ],
      "output_fields": [
        "affected_users",
        "affected_roles",
        "affected_reviewers",
        "affected_hrbp_scopes",
        "newly_visible_users",
        "newly_hidden_users"
      ]
    },
    {
      "dimension_id": "assessment_result_impact",
      "dimension_name": "测评结果影响",
      "description": "预览算法配置变更对测评结果影响的影响。",
      "affected_entities": [
        "affected_assessment_results",
        "affected_assessment_templates",
        "affected_result_interpretation",
        "affected_result_mapping",
        "affected_expired_results"
      ],
      "risk_indicators": [
        "changed_result_interpretation",
        "changed_result_mapping",
        "expired_result_reinterpretation"
      ],
      "required_checks": [
        "scope_identification",
        "before_after_diff_required",
        "risk_level_assignment",
        "gate_decision_required",
        "rollback_and_audit_check"
      ],
      "output_fields": [
        "affected_assessment_results",
        "affected_assessment_templates",
        "affected_result_interpretation",
        "affected_result_mapping",
        "affected_expired_results"
      ]
    },
    {
      "dimension_id": "talent_review_output_impact",
      "dimension_name": "Talent Review 输出影响",
      "description": "预览算法配置变更对Talent Review 输出影响的影响。",
      "affected_entities": [
        "affected_talent_scores",
        "affected_nine_box_positions",
        "affected_talent_tags",
        "affected_risk_tags",
        "affected_one_vote_veto",
        "affected_recommended_actions"
      ],
      "risk_indicators": [
        "nine_box_cell_change",
        "veto_change",
        "recommended_action_change"
      ],
      "required_checks": [
        "scope_identification",
        "before_after_diff_required",
        "risk_level_assignment",
        "gate_decision_required",
        "rollback_and_audit_check"
      ],
      "output_fields": [
        "affected_talent_scores",
        "affected_nine_box_positions",
        "affected_talent_tags",
        "affected_risk_tags",
        "affected_one_vote_veto",
        "affected_recommended_actions"
      ]
    },
    {
      "dimension_id": "profile_cadre_impact",
      "dimension_name": "员工画像 / 干部档案影响",
      "description": "预览算法配置变更对员工画像 / 干部档案影响的影响。",
      "affected_entities": [
        "affected_profile_fields",
        "affected_cadre_validation_fields",
        "affected_cadre_archive_fields",
        "affected_cadre_conclusion_boundary",
        "business_effective_risk"
      ],
      "risk_indicators": [
        "cadre_validation_change",
        "cadre_conclusion_boundary_change",
        "business_effective_risk"
      ],
      "required_checks": [
        "scope_identification",
        "before_after_diff_required",
        "risk_level_assignment",
        "gate_decision_required",
        "rollback_and_audit_check"
      ],
      "output_fields": [
        "affected_profile_fields",
        "affected_cadre_validation_fields",
        "affected_cadre_archive_fields",
        "affected_cadre_conclusion_boundary",
        "business_effective_risk"
      ]
    },
    {
      "dimension_id": "org_capability_impact",
      "dimension_name": "组织能力影响",
      "description": "预览算法配置变更对组织能力影响的影响。",
      "affected_entities": [
        "affected_org_capability_score",
        "affected_org_health_score",
        "affected_org_risk_tags",
        "affected_management_effectiveness",
        "affected_culture_health"
      ],
      "risk_indicators": [
        "org_capability_critical_score_change",
        "org_risk_tag_change",
        "culture_health_change"
      ],
      "required_checks": [
        "scope_identification",
        "before_after_diff_required",
        "risk_level_assignment",
        "gate_decision_required",
        "rollback_and_audit_check"
      ],
      "output_fields": [
        "affected_org_capability_score",
        "affected_org_health_score",
        "affected_org_risk_tags",
        "affected_management_effectiveness",
        "affected_culture_health"
      ]
    },
    {
      "dimension_id": "org_canvas_people_action_impact",
      "dimension_name": "组织画布 / 人事动作影响",
      "description": "预览算法配置变更对组织画布 / 人事动作影响的影响。",
      "affected_entities": [
        "affected_org_canvas_constraints",
        "affected_people_action_constraints",
        "affected_promotion_rules",
        "affected_transfer_rules",
        "affected_probation_rules",
        "affected_elimination_rules",
        "affected_cadre_review_rules"
      ],
      "risk_indicators": [
        "people_action_constraint_change",
        "org_canvas_constraint_change",
        "promotion_or_elimination_boundary_change"
      ],
      "required_checks": [
        "scope_identification",
        "before_after_diff_required",
        "risk_level_assignment",
        "gate_decision_required",
        "rollback_and_audit_check"
      ],
      "output_fields": [
        "affected_org_canvas_constraints",
        "affected_people_action_constraints",
        "affected_promotion_rules",
        "affected_transfer_rules",
        "affected_probation_rules",
        "affected_elimination_rules",
        "affected_cadre_review_rules"
      ]
    },
    {
      "dimension_id": "permission_impact",
      "dimension_name": "权限影响",
      "description": "预览算法配置变更对权限影响的影响。",
      "affected_entities": [
        "newly_granted_actions",
        "revoked_actions",
        "newly_visible_fields",
        "newly_hidden_fields",
        "expanded_data_scope",
        "reduced_data_scope",
        "critical_field_exposure",
        "permission_signal_change"
      ],
      "risk_indicators": [
        "permission_expansion",
        "critical_field_exposure",
        "action_permission_change"
      ],
      "required_checks": [
        "scope_identification",
        "before_after_diff_required",
        "risk_level_assignment",
        "gate_decision_required",
        "rollback_and_audit_check"
      ],
      "output_fields": [
        "newly_granted_actions",
        "revoked_actions",
        "newly_visible_fields",
        "newly_hidden_fields",
        "expanded_data_scope",
        "reduced_data_scope",
        "critical_field_exposure",
        "permission_signal_change"
      ]
    },
    {
      "dimension_id": "external_system_impact",
      "dimension_name": "外部系统影响",
      "description": "预览算法配置变更对外部系统影响的影响。",
      "affected_entities": [
        "affected_feishu_fields",
        "affected_training_mapping",
        "affected_performance_mapping",
        "affected_compensation_mapping",
        "affected_external_writeback_mapping",
        "webhook_risk"
      ],
      "risk_indicators": [
        "feishu_writeback_risk",
        "external_mapping_change",
        "webhook_risk"
      ],
      "required_checks": [
        "scope_identification",
        "before_after_diff_required",
        "risk_level_assignment",
        "gate_decision_required",
        "rollback_and_audit_check"
      ],
      "output_fields": [
        "affected_feishu_fields",
        "affected_training_mapping",
        "affected_performance_mapping",
        "affected_compensation_mapping",
        "affected_external_writeback_mapping",
        "webhook_risk"
      ]
    },
    {
      "dimension_id": "audit_rollback_impact",
      "dimension_name": "审计 / 回滚影响",
      "description": "预览算法配置变更对审计 / 回滚影响的影响。",
      "affected_entities": [
        "audit_required",
        "rollback_required",
        "rollback_complexity",
        "historical_result_interpretation_risk",
        "version_diff_required"
      ],
      "risk_indicators": [
        "no_rollback",
        "missing_audit",
        "historical_interpretation_change"
      ],
      "required_checks": [
        "scope_identification",
        "before_after_diff_required",
        "risk_level_assignment",
        "gate_decision_required",
        "rollback_and_audit_check"
      ],
      "output_fields": [
        "audit_required",
        "rollback_required",
        "rollback_complexity",
        "historical_result_interpretation_risk",
        "version_diff_required"
      ]
    }
  ],
  "risk_level_model": {
    "low": {
      "risk_level": "low",
      "definition": "只读展示、说明文案或非敏感配置预览变化，不影响 active 算法、权限、结果解释或业务动作。",
      "trigger_conditions": [
        "metadata_only_change",
        "non_sensitive_label_change",
        "no_active_output_change"
      ],
      "required_gate": [
        "no_gate_required"
      ],
      "approval_requirement": "none_or_owner_acknowledgement",
      "audit_requirement": "lightweight_audit",
      "rollback_requirement": "restore_previous_preview_or_registry_snapshot"
    },
    "medium": {
      "risk_level": "medium",
      "definition": "影响普通标签解释、推荐动作说明或非关键范围，但不触发干部、人事动作、权限或 business-effective 风险。",
      "trigger_conditions": [
        "non_critical_recommended_action_text_change",
        "non_sensitive_tag_explanation_change"
      ],
      "required_gate": [
        "hr_review_required"
      ],
      "approval_requirement": "HR Owner review",
      "audit_requirement": "audit_required",
      "rollback_requirement": "registry_version_rollback"
    },
    "high": {
      "risk_level": "high",
      "definition": "影响权重、阈值、风险标签、推荐动作或组织能力一般评分，需要 HR 复核、影响预览和 shadow validation。",
      "trigger_conditions": [
        "weight_change",
        "threshold_change",
        "risk_tag_change",
        "recommended_action_change",
        "org_capability_non_critical_change"
      ],
      "required_gate": [
        "hr_review_required",
        "shadow_validation_required"
      ],
      "approval_requirement": "HR Owner plus relevant business owner",
      "audit_requirement": "full_audit_required",
      "rollback_requirement": "versioned_rollback_required"
    },
    "critical": {
      "risk_level": "critical",
      "definition": "影响一票否决、九宫格关键格位、干部 validation、人事动作限制、组织能力 critical 风险、权限可见性扩大、Restricted 字段、外部反写、business-effective 结论或 active 结果解释。",
      "trigger_conditions": [
        "one_vote_veto_change",
        "critical_nine_box_cell_change",
        "cadre_validation_change",
        "promotion_transfer_probation_elimination_constraint_change",
        "org_capability_critical_score_change",
        "permission_visibility_expansion",
        "restricted_or_critical_field_exposure",
        "org_canvas_constraint_change",
        "feishu_or_external_writeback_change",
        "business_effective_conclusion_change",
        "active_result_interpretation_change",
        "key_nine_box_position_change",
        "people_action_constraint_change",
        "permission_expansion",
        "critical_field_exposure",
        "external_writeback_mapping_change"
      ],
      "required_gate": [
        "boss_approval_required",
        "permission_admin_review_required_if_permission_related",
        "security_audit_required_if_sensitive_or_external",
        "separate_algorithm_apply_gate_required"
      ],
      "approval_requirement": "Boss / Executive approval plus HR review; Permission Admin/Security as applicable",
      "audit_requirement": "mandatory_full_audit",
      "rollback_requirement": "pre-approved_rollback_plan_required"
    }
  },
  "gate_decision_rules": [
    {
      "gate_id": "no_gate_required",
      "gate_name": "无需 gate",
      "trigger_conditions": [
        "readonly_low_risk_preview",
        "no_business_effective",
        "no_permission_change",
        "no_active_algorithm_change"
      ],
      "required_roles": [],
      "allowed_next_actions": [
        "document",
        "keep_preview"
      ],
      "forbidden_actions": [
        "execute_algorithm",
        "write_results",
        "apply_permission"
      ],
      "audit_required": false,
      "rollback_required": false
    },
    {
      "gate_id": "hr_review_required",
      "gate_name": "HR 复核",
      "trigger_conditions": [
        "hr_operation_impact",
        "tag_interpretation_change",
        "recommended_action_change"
      ],
      "required_roles": [
        "HR Owner",
        "HRBP as scoped reviewer"
      ],
      "allowed_next_actions": [
        "manual_review",
        "request_shadow_validation"
      ],
      "forbidden_actions": [
        "direct_apply",
        "business_effective_output"
      ],
      "audit_required": true,
      "rollback_required": true
    },
    {
      "gate_id": "boss_approval_required",
      "gate_name": "Boss / 高管审批",
      "trigger_conditions": [
        "cadre_impact",
        "promotion_impact",
        "one_vote_veto_change",
        "nine_box_high_risk_change",
        "org_capability_score_change"
      ],
      "required_roles": [
        "Boss / Executive",
        "HR Owner"
      ],
      "allowed_next_actions": [
        "approve_preview",
        "authorize_shadow_validation",
        "authorize_separate_apply_gate"
      ],
      "forbidden_actions": [
        "single_person_apply",
        "system_admin_only_apply"
      ],
      "audit_required": true,
      "rollback_required": true
    },
    {
      "gate_id": "permission_admin_review_required",
      "gate_name": "权限管理员复核",
      "trigger_conditions": [
        "data_scope_change",
        "field_visibility_change",
        "action_permission_change",
        "permission_signal_change"
      ],
      "required_roles": [
        "Permission Admin",
        "Auditor"
      ],
      "allowed_next_actions": [
        "permission_impact_review",
        "security_audit_if_critical"
      ],
      "forbidden_actions": [
        "permission_expansion_without_review",
        "permission_apply_without_gate"
      ],
      "audit_required": true,
      "rollback_required": true
    },
    {
      "gate_id": "security_audit_required",
      "gate_name": "安全 / 审计复核",
      "trigger_conditions": [
        "critical_field_exposure",
        "external_mapping_change",
        "feishu_writeback_risk",
        "sensitive_data_risk"
      ],
      "required_roles": [
        "Security",
        "Auditor",
        "Permission Admin if permission-related"
      ],
      "allowed_next_actions": [
        "security_review",
        "audit_record",
        "block_if_unresolved"
      ],
      "forbidden_actions": [
        "export_sensitive_payload",
        "external_writeback_without_gate"
      ],
      "audit_required": true,
      "rollback_required": true
    },
    {
      "gate_id": "separate_algorithm_apply_gate_required",
      "gate_name": "独立算法生效 gate",
      "trigger_conditions": [
        "execute_algorithm",
        "modify_active_algorithm",
        "write_results",
        "generate_business_effective_conclusion",
        "affect_people_action"
      ],
      "required_roles": [
        "HR Owner",
        "Boss / Executive",
        "Auditor",
        "Algorithm Config Admin"
      ],
      "allowed_next_actions": [
        "open_separate_apply_task",
        "prepare_rollback_plan"
      ],
      "forbidden_actions": [
        "apply_in_preview_task",
        "silent_active_change"
      ],
      "audit_required": true,
      "rollback_required": true
    },
    {
      "gate_id": "shadow_validation_required",
      "gate_name": "影子校验 gate",
      "trigger_conditions": [
        "hardcoded_rule_replacement",
        "algorithm_threshold_replacement",
        "result_mapping_replacement",
        "weight_replacement",
        "high_risk_config_change"
      ],
      "required_roles": [
        "Algorithm Config Admin",
        "HR Owner",
        "Auditor"
      ],
      "allowed_next_actions": [
        "build_sample_pack",
        "run_shadow_validation_after_gate",
        "compare_legacy_vs_registry"
      ],
      "forbidden_actions": [
        "controlled_refactor_without_shadow_validation",
        "replace_logic_directly"
      ],
      "audit_required": true,
      "rollback_required": true
    }
  ],
  "impact_preview_schema": [
    "impact_preview_id",
    "source_change_type",
    "source_registry",
    "source_object_id",
    "proposed_change_summary",
    "affected_scope",
    "impact_dimensions",
    "risk_level",
    "gate_required",
    "required_review_roles",
    "required_approval_roles",
    "permission_expansion_detected",
    "critical_field_exposure_detected",
    "business_effective_risk",
    "feishu_writeback_risk",
    "algorithm_execution_required",
    "shadow_validation_required",
    "rollback_required",
    "audit_required",
    "recommendation",
    "blocking_reasons",
    "preview_generated_at",
    "generated_by",
    "validation_status"
  ],
  "registry_relationships": {
    "algorithm_schema_registry_usage": [
      "判断变更对象属于哪个 schema 对象",
      "判断对象依赖关系、迁移阶段和输出目标",
      "确定 result_mapping、lifecycle、permission policy 等跨对象影响"
    ],
    "algorithm_permission_policy_registry_usage": [
      "判断谁能看、谁能改、谁能审批和谁能触发 gate",
      "判断字段敏感级别、动作权限和高风险算法策略",
      "识别权限扩大、critical 字段暴露和 permission signal 变化"
    ],
    "algorithm_hardcoded_rules_registry_usage": [
      "判断是否涉及 333 个 high / critical 高风险硬编码风险",
      "判断是否需要 shadow validation、manual review 和 controlled refactor gate",
      "判断是否影响 Talent Review、干部、组织能力、人事动作、权限和 business-effective 结论"
    ],
    "assessment_template_registry_usage": [
      "判断测评 result_mapping 输入、测评维度、题库和风险规则是否受影响",
      "判断测评模板是否需要补充字段或重新映射",
      "复用 assessment template impact / hardcoded / shadow validation registry 的风险边界"
    ],
    "config_governance_center_usage": [
      "将算法影响预览纳入配置治理生命周期",
      "为审批、审计、回滚和 controlled refactor gate 提供前置判断"
    ],
    "org_canvas_people_action_usage": [
      "识别组织画布动作约束、人事动作建议和阻断规则变化",
      "任何影响人事动作的变更必须另开 apply gate"
    ],
    "employee_profile_cadre_archive_usage": [
      "识别画像字段、干部 validation、干部档案字段和干部结论边界变化",
      "Preview 不生成正式干部结论"
    ],
    "org_capability_diagnosis_usage": [
      "识别组织能力评分、组织健康度、组织风险标签和文化健康变化",
      "Preview 不触发组织能力重算"
    ]
  },
  "p0_vs_saas_boundary": {
    "p0_static_impact_model_items": [
      "静态影响预览模型",
      "不接真实算法 apply",
      "不写数据库",
      "不执行算法",
      "不改变 active 算法",
      "人工读取影响预览用于决策",
      "只输出 JSON / report / page preview"
    ],
    "saas_online_impact_simulator_items": [
      "在线算法影响模拟器",
      "配置变更自动影响计算",
      "租户级影响预览",
      "可视化 diff",
      "审批流自动路由",
      "自动生成 rollback plan",
      "API / Webhook 影响预览",
      "多租户隔离影响分析"
    ]
  },
  "validation_rules": [
    "registry_is_readonly",
    "json_load_required",
    "change_object_type_count_must_be_12",
    "impact_dimension_count_must_be_9",
    "risk_level_count_must_be_4",
    "gate_rule_count_must_be_7",
    "no_database_write",
    "no_algorithm_execution",
    "no_active_algorithm_change",
    "no_assessment_result_change",
    "no_profile_or_cadre_change",
    "no_org_capability_change",
    "no_people_action_change",
    "no_permission_expansion",
    "no_business_effective_conclusion",
    "no_feishu_writeback"
  ]
}
