X-Financial/server/src/app/services/agent_foundation_asset_seed.py

from __future__ import annotations

from datetime import UTC, datetime

from sqlalchemy import select

from app.core.agent_enums import (
    AgentAssetContentType,
    AgentAssetDomain,
    AgentAssetStatus,
    AgentAssetType,
    AgentName,
    AgentReviewStatus,
)
from app.core.config import SERVER_DIR
from app.core.logging import get_logger
from app.models.agent_asset import AgentAsset, AgentAssetReview, AgentAssetVersion
from app.services.agent_asset_spreadsheet import (
    COMPANY_COMMUNICATION_EXPENSE_RULE_CODE,
    COMPANY_PREAPPROVAL_RULE_CODE,
    COMPANY_TRAVEL_EXPENSE_RULE_CODE,
    FINANCE_RULES_LIBRARY,
    AgentAssetSpreadsheetManager,
)
from app.services.agent_foundation_constants import (
    ATTACHMENT_RULE_ASSET_CODE,
    ATTACHMENT_RULE_RUNTIME_CONFIG,
    COMPANY_COMMUNICATION_RULE_SCENARIO_JSON,
    COMPANY_COMMUNICATION_RULE_VERSION,
    COMPANY_PREAPPROVAL_RULE_SCENARIO_JSON,
    COMPANY_PREAPPROVAL_RULE_VERSION,
    COMPANY_TRAVEL_RULE_SCENARIO_JSON,
    COMPANY_TRAVEL_RULE_VERSION,
    DIGITAL_EMPLOYEE_FINANCE_POLICY_TASK_CODE,
    DIGITAL_EMPLOYEE_PROFILE_SCAN_TASK_CODE,
    DIGITAL_EMPLOYEE_RISK_GRAPH_SCAN_TASK_CODE,
    DIGITAL_EMPLOYEE_RULE_DISCOVERY_TASK_CODE,
    DIGITAL_EMPLOYEE_SKILL_CATEGORIES,
    DIGITAL_EMPLOYEE_TASK_CATEGORY_MAP,
)

logger = get_logger("app.services.agent_foundation")


class AgentFoundationAssetSeedMixin:
    def _digital_employee_task_config(self, code: str, cron: str) -> dict[str, object]:
        return {
            "cron": cron,
            "schedule": cron,
            "cron_expression": cron,
            "agent": AgentName.HERMES.value,
            "task_type": code.replace("task.hermes.", "").replace(".", "_"),
            "skill_category": DIGITAL_EMPLOYEE_TASK_CATEGORY_MAP.get(code, "整理"),
            "skill_category_options": list(DIGITAL_EMPLOYEE_SKILL_CATEGORIES),
        }

    def _read_domain_skill_markdown(
        self,
        skill_name: str,
        fallback_lines: list[str],
    ) -> str:
        skill_path = (
            SERVER_DIR
            / "src"
            / "app"
            / "skills"
            / "domain"
            / skill_name
            / "SKILL.md"
        )
        if skill_path.exists():
            return skill_path.read_text(encoding="utf-8").strip()
        return "\n".join(fallback_lines)

    def _finance_policy_knowledge_skill_markdown(self) -> str:
        return self._read_domain_skill_markdown(
            "finance-policy-knowledge-organizer",
            [
                "---",
                "name: finance-policy-knowledge-organizer",
                "description: 用于整理公司财务知识制度。",
                "---",
                "",
                "# 整理公司财务知识制度",
                "",
                "## 功能说明",
                "",
                "整理公司财务制度、报销口径、审批要求和知识库资料，输出可复核的结构化知识。",
            ],
        )

    def _financial_risk_graph_scan_skill_markdown(self) -> str:
        return self._read_domain_skill_markdown(
            "financial-risk-graph-scanner",
            [
                "---",
                "name: financial-risk-graph-scanner",
                "description: 用于巡检财务风险图谱，生成风险观察和可复核证据链。",
                "---",
                "",
                "# 财务风险图谱巡检",
                "",
                "## 功能说明",
                "",
                "扫描新增报销单、票据、审批链、员工画像和规则命中结果，输出统一风险观察。",
            ],
        )

    def _employee_behavior_profile_scan_skill_markdown(self) -> str:
        return self._read_domain_skill_markdown(
            "employee-behavior-profile-scanner",
            [
                "---",
                "name: employee-behavior-profile-scanner",
                "description: 用于更新员工行为画像，沉淀费用、流程质量和协作治理基线。",
                "---",
                "",
                "# 员工行为画像巡检",
                "",
                "## 功能说明",
                "",
                "汇总员工费用、审批、材料完整性和智能协作数据，生成可解释的画像快照。",
            ],
        )

    def _risk_rule_discovery_skill_markdown(self) -> str:
        return self._read_domain_skill_markdown(
            "risk-rule-discovery",
            [
                "---",
                "name: risk-rule-discovery",
                "description: 兼容别名。用于归集申请和报销事实中的潜在线索，不生成规则。",
                "---",
                "",
                "# 风险线索归集",
                "",
                "## 功能说明",
                "",
                "从申请、报销、规则命中和人工反馈中整理事实、证据和待复核线索。",
            ],
        )

    def _risk_clue_collector_skill_markdown(self) -> str:
        return self._read_domain_skill_markdown(
            "risk-clue-collector",
            [
                "---",
                "name: risk-clue-collector",
                "description: 用于归集申请和报销事实中的潜在线索，不生成规则、不发布规则、不替代人工确认。",
                "---",
                "",
                "# 风险线索归集",
                "",
                "## 功能说明",
                "",
                "从申请、报销、规则命中和人工反馈中整理事实、证据和待复核线索。",
            ],
        )

    def _digital_employee_task_content(
        self,
        code: str,
        task_type: str,
        schedule: str,
        **extra: object,
    ) -> str:
        return self._json_content(
            {
                "task_type": task_type,
                "skill_category": DIGITAL_EMPLOYEE_TASK_CATEGORY_MAP.get(code, "整理"),
                "skill_category_options": list(DIGITAL_EMPLOYEE_SKILL_CATEGORIES),
                "schedule": schedule,
                "target_agent": AgentName.HERMES.value,
                **extra,
            }
        )

    def _seed_agent_assets(self) -> None:

        existing_codes = set(self.db.scalars(select(AgentAsset.code)).all())

        if existing_codes:

            self._top_up_agent_assets(existing_codes)

            return

        attachment_rule = AgentAsset(
            asset_type=AgentAssetType.RULE.value,
            code=ATTACHMENT_RULE_ASSET_CODE,
            name="报销附件与单据完整性规则",
            description="统一定义报销提交时的附件数量、票据类型和补件处理口径，作为上线前待审核规则。",
            domain=AgentAssetDomain.EXPENSE.value,
            scenario_json=["expense", "risk_check", "attachment_policy", "invoice_anomaly"],
            owner="财务制度管理组",
            reviewer="高嘉禾",
            status=AgentAssetStatus.REVIEW.value,
            current_version="v1.0.0",
            published_version=None,
            working_version="v1.0.0",
            config_json={
                "severity": "high",
                "enabled": False,
                "runtime_kind": "policy_rule_draft",
                "rule_template_key": "attachment_requirement_v1",
                "rule_template_label": "附件要求模板",
                "runtime_rule": ATTACHMENT_RULE_RUNTIME_CONFIG,
            },
        )

        scene_submission_rule = AgentAsset(
            asset_type=AgentAssetType.RULE.value,
            code="rule.expense.scene_submission_standard",
            name="报销场景提交与附件标准",
            description="统一定义各报销场景的必填字段、附件类型要求和金额阈值。",
            domain=AgentAssetDomain.EXPENSE.value,
            scenario_json=["expense", "risk_check", "scene_policy", "attachment_policy"],
            owner="费用运营组",
            reviewer="顾承宇",
            status=AgentAssetStatus.ACTIVE.value,
            current_version="v1.0.0",
            published_version="v1.0.0",
            working_version="v1.0.0",
            config_json={
                "severity": "high",
                "enabled": True,
                "runtime_kind": "scene_matrix",
                "rule_template_label": "系统内置场景矩阵规则",
            },
        )

        travel_policy_rule = AgentAsset(
            asset_type=AgentAssetType.RULE.value,
            code="rule.expense.travel_risk_control_standard",
            name="差旅报销风险管控制度",
            description="统一定义差旅报销的行程闭环、酒店地点一致性、职级差标和风险处置口径。",
            domain=AgentAssetDomain.EXPENSE.value,
            scenario_json=["expense", "risk_check", "travel_policy", "travel_standard"],
            owner="风控与审计部",
            reviewer="顾承宇",
            status=AgentAssetStatus.ACTIVE.value,
            current_version="v1.1.0",
            published_version="v1.1.0",
            working_version="v1.1.0",
            config_json={
                "severity": "high",
                "enabled": True,
                "block_on_high_risk": True,
                "warning_on_medium_risk": True,
                "source_doc": "document/development/risks/travel-risk-control-standard.md",
                "runtime_kind": "travel_policy",
                "rule_template_key": "travel_standard_v1",
                "rule_template_label": "差旅标准模板",
            },
        )

        company_travel_rule = AgentAsset(
            asset_type=AgentAssetType.RULE.value,
            code=COMPANY_TRAVEL_EXPENSE_RULE_CODE,
            name="公司差旅费报销规则",
            description="通过 Excel 明细表维护差旅费报销标准、票据要求和审批口径。",
            domain=AgentAssetDomain.EXPENSE.value,
            scenario_json=list(COMPANY_TRAVEL_RULE_SCENARIO_JSON),
            owner="财务制度管理组",
            reviewer="顾承宇",
            status=AgentAssetStatus.ACTIVE.value,
            current_version=COMPANY_TRAVEL_RULE_VERSION,
            published_version=COMPANY_TRAVEL_RULE_VERSION,
            working_version=COMPANY_TRAVEL_RULE_VERSION,
            config_json={
                "severity": "medium",
                "enabled": True,
                "tag": "基础规则",
                "detail_mode": "spreadsheet",
                "rule_library": FINANCE_RULES_LIBRARY,
                "scenario_category": COMPANY_TRAVEL_RULE_SCENARIO_JSON[0],
                "ai_review_category": COMPANY_TRAVEL_RULE_SCENARIO_JSON[0],
                "rule_template_label": "差旅报销 Excel 模板",
            },
        )
        platform_risk_assets = self._build_platform_risk_seed_assets()

        company_communication_rule = AgentAsset(
            asset_type=AgentAssetType.RULE.value,
            code=COMPANY_COMMUNICATION_EXPENSE_RULE_CODE,
            name="公司通信费报销规则",
            description="通过 Excel 明细表维护员工通信费报销标准、专项补充口径和审批要求。",
            domain=AgentAssetDomain.EXPENSE.value,
            scenario_json=list(COMPANY_COMMUNICATION_RULE_SCENARIO_JSON),
            owner="财务制度管理组",
            reviewer="顾承宇",
            status=AgentAssetStatus.ACTIVE.value,
            current_version=COMPANY_COMMUNICATION_RULE_VERSION,
            published_version=COMPANY_COMMUNICATION_RULE_VERSION,
            working_version=COMPANY_COMMUNICATION_RULE_VERSION,
            config_json={
                "severity": "medium",
                "enabled": True,
                "tag": "基础规则",
                "detail_mode": "spreadsheet",
                "rule_library": FINANCE_RULES_LIBRARY,
                "scenario_category": COMPANY_COMMUNICATION_RULE_SCENARIO_JSON[0],
                "ai_review_category": COMPANY_COMMUNICATION_RULE_SCENARIO_JSON[0],
                "rule_template_label": "通信费报销 Excel 模板",
            },
        )
        company_preapproval_rule = AgentAsset(
            asset_type=AgentAssetType.RULE.value,
            code=COMPANY_PREAPPROVAL_RULE_CODE,
            name="公司费用申请审批规则",
            description="通过 Excel 明细表维护业务招待、办公用品和通用大额费用的事前申请与审批阈值。",
            domain=AgentAssetDomain.EXPENSE.value,
            scenario_json=list(COMPANY_PREAPPROVAL_RULE_SCENARIO_JSON),
            owner="财务制度管理组",
            reviewer="顾承宣",
            status=AgentAssetStatus.ACTIVE.value,
            current_version=COMPANY_PREAPPROVAL_RULE_VERSION,
            published_version=COMPANY_PREAPPROVAL_RULE_VERSION,
            working_version=COMPANY_PREAPPROVAL_RULE_VERSION,
            config_json={
                "severity": "high",
                "enabled": True,
                "tag": "申请规则",
                "detail_mode": "spreadsheet",
                "rule_library": FINANCE_RULES_LIBRARY,
                "scenario_category": COMPANY_PREAPPROVAL_RULE_SCENARIO_JSON[0],
                "ai_review_category": COMPANY_PREAPPROVAL_RULE_SCENARIO_JSON[0],
                "finance_rule_code": "expense.preapproval.policy",
                "finance_rule_sheet": "费用申请审批规则",
                "expense_types": ["meal", "entertainment", "office", "all"],
                "business_stage": ["expense_application", "reimbursement"],
                "budget_required": True,
                "rule_template_label": "费用申请审批 Excel 模板",
            },
        )
        skill_expense_asset = AgentAsset(
            asset_type=AgentAssetType.SKILL.value,
            code="skill.expense.summary_lookup",
            name="报销汇总查询技能",
            description="根据时间、员工和部门汇总报销金额与单据数量。",
            domain=AgentAssetDomain.EXPENSE.value,
            scenario_json=["expense", "query", "summary"],
            owner="平台研发组",
            reviewer="陈硕",
            status=AgentAssetStatus.ACTIVE.value,
            current_version="v1.0.0",
            published_version="v1.0.0",
            working_version="v1.0.0",
            config_json={"input_schema": ["time_range", "employee", "department"]},
        )

        skill_ar_asset = AgentAsset(
            asset_type=AgentAssetType.SKILL.value,
            code="skill.ar.aging_summary",
            name="应收账龄汇总技能",
            description="按客户、账龄和逾期状态汇总应收风险分布。",
            domain=AgentAssetDomain.AR.value,
            scenario_json=["accounts_receivable", "query", "aging_summary"],
            owner="平台研发组",
            reviewer="陈硕",
            status=AgentAssetStatus.ACTIVE.value,
            current_version="v1.0.0",
            published_version="v1.0.0",
            working_version="v1.0.0",
            config_json={"input_schema": ["customer", "aging_bucket", "status"]},
        )

        invoice_mcp_asset = AgentAsset(
            asset_type=AgentAssetType.MCP.value,
            code="mcp.invoice.verify_mock",
            name="发票验真 Mock 服务",
            description="模拟发票验真、发票状态查询和异常降级说明。",
            domain=AgentAssetDomain.SYSTEM.value,
            scenario_json=["expense", "invoice_validation"],
            owner="平台研发组",
            reviewer="周悦宁",
            status=AgentAssetStatus.ACTIVE.value,
            current_version="v1.0.0",
            published_version="v1.0.0",
            working_version="v1.0.0",
            config_json={"endpoint": "mock://invoice/verify", "timeout_ms": 1200},
        )

        ledger_mcp_asset = AgentAsset(
            asset_type=AgentAssetType.MCP.value,
            code="mcp.ledger.snapshot_mock",
            name="总账快照 Mock 服务",
            description="模拟返回应收、应付和费用汇总快照，供 Agent 查询和巡检。",
            domain=AgentAssetDomain.SYSTEM.value,
            scenario_json=["expense", "accounts_receivable", "accounts_payable"],
            owner="平台研发组",
            reviewer="周悦宁",
            status=AgentAssetStatus.ACTIVE.value,
            current_version="v1.0.0",
            published_version="v1.0.0",
            working_version="v1.0.0",
            config_json={"endpoint": "mock://ledger/snapshot", "timeout_ms": 1500},
        )

        finance_policy_knowledge_task = AgentAsset(
            asset_type=AgentAssetType.TASK.value,
            code=DIGITAL_EMPLOYEE_FINANCE_POLICY_TASK_CODE,
            name="整理公司财务知识制度",
            description="按计划整理公司财务制度、报销口径、审批要求和知识库资料，形成可复核的结构化知识。",
            domain=AgentAssetDomain.SYSTEM.value,
            scenario_json=["schedule", "knowledge", "rule_center"],
            owner="财务制度管理组",
            reviewer="顾承宇",
            status=AgentAssetStatus.ACTIVE.value,
            current_version="v1.0.0",
            published_version="v1.0.0",
            working_version="v1.0.0",
            config_json={
                **self._digital_employee_task_config(
                    DIGITAL_EMPLOYEE_FINANCE_POLICY_TASK_CODE,
                    "0 3 * * *",
                ),
                "skill_name": "finance-policy-knowledge-organizer",
                "folder": "财务制度",
                "changed_only": True,
                "output_format": "knowledge_organizing_report",
                "allowed_outputs": [
                    "facts",
                    "policy_refs",
                    "evidence_refs",
                    "knowledge_items",
                    "human_review_required",
                ],
                "role_boundary": "规则由人定义，风险由人确认，数字员工只整理人提供的制度和报销事实。",
                "writes_rules": False,
            },
        )

        risk_graph_scan_task = AgentAsset(
            asset_type=AgentAssetType.TASK.value,
            code=DIGITAL_EMPLOYEE_RISK_GRAPH_SCAN_TASK_CODE,
            name="财务风险图谱巡检",
            description="按计划扫描报销单、票据、审批链、员工画像和规则命中结果，生成风险观察与可复核证据链。",
            domain=AgentAssetDomain.SYSTEM.value,
            scenario_json=["schedule", "expense", "risk_graph", "risk_observation"],
            owner="风控与审计部",
            reviewer="顾承宇",
            status=AgentAssetStatus.ACTIVE.value,
            current_version="v1.0.0",
            published_version="v1.0.0",
            working_version="v1.0.0",
            config_json={
                **self._digital_employee_task_config(
                    DIGITAL_EMPLOYEE_RISK_GRAPH_SCAN_TASK_CODE,
                    "0 9 * * *",
                ),
                "skill_name": "financial-risk-graph-scanner",
                "scan_scope": [
                    "expense_claims",
                    "invoices",
                    "approval_chain",
                    "employee_profiles",
                    "risk_rules",
                ],
                "output_format": "risk_observation_report",
                "writes_risk_observations": True,
            },
        )

        employee_profile_scan_task = AgentAsset(
            asset_type=AgentAssetType.TASK.value,
            code=DIGITAL_EMPLOYEE_PROFILE_SCAN_TASK_CODE,
            name="员工行为画像巡检",
            description="按计划更新员工费用行为、材料完整性、审批效率和智能协作画像，为风险图谱提供画像基线。",
            domain=AgentAssetDomain.SYSTEM.value,
            scenario_json=["schedule", "employee_profile", "baseline", "risk_graph"],
            owner="风控与审计部",
            reviewer="顾承宇",
            status=AgentAssetStatus.ACTIVE.value,
            current_version="v1.0.0",
            published_version="v1.0.0",
            working_version="v1.0.0",
            config_json={
                **self._digital_employee_task_config(
                    DIGITAL_EMPLOYEE_PROFILE_SCAN_TASK_CODE,
                    "30 8 * * 1",
                ),
                "skill_name": "employee-behavior-profile-scanner",
                "profile_dimensions": [
                    "expense_intensity",
                    "material_completeness",
                    "approval_efficiency",
                    "ai_collaboration",
                ],
                "output_format": "employee_behavior_profile_snapshot",
                "writes_profile_snapshots": True,
            },
        )

        self.db.add_all(
            [
                attachment_rule,
                scene_submission_rule,
                travel_policy_rule,
                *platform_risk_assets,
                company_travel_rule,
                company_communication_rule,
                company_preapproval_rule,
                skill_expense_asset,
                skill_ar_asset,
                invoice_mcp_asset,
                ledger_mcp_asset,
                finance_policy_knowledge_task,
                risk_graph_scan_task,
                employee_profile_scan_task,
            ]
        )

        self.db.flush()
        self._upsert_runtime_digital_employee_tasks(
            set(self.db.scalars(select(AgentAsset.code)).all())
        )
        self.db.flush()

        company_travel_rule_meta = self._ensure_company_travel_rule_spreadsheet_seed(
            company_travel_rule,
            version=COMPANY_TRAVEL_RULE_VERSION,
            actor_name="系统初始化",
        )

        company_communication_rule_meta = self._ensure_company_communication_rule_spreadsheet_seed(
            company_communication_rule,
            version=COMPANY_COMMUNICATION_RULE_VERSION,
            actor_name="系统初始化",
        )
        company_preapproval_rule_meta = self._ensure_company_preapproval_rule_spreadsheet_seed(
            company_preapproval_rule,
            version=COMPANY_PREAPPROVAL_RULE_VERSION,
            actor_name="系统初始化",
        )

        self._hide_deprecated_finance_rule_assets()

        self.db.add_all(
            [
                AgentAssetVersion(
                    asset=attachment_rule,
                    version="v0.9.0",
                    content=self._attachment_submission_requirement_markdown(
                        version_note="首版附件完整性规则草稿，覆盖基础票据与补件口径。",
                        include_review_note=True,
                    ),
                    content_type=AgentAssetContentType.MARKDOWN.value,
                    change_note="首版草稿。",
                    created_by="高嘉禾",
                ),
                AgentAssetVersion(
                    asset=attachment_rule,
                    version="v1.0.0",
                    content=self._attachment_submission_requirement_markdown(
                        version_note="补充票据缺失、收据替代和差旅等效凭证口径，待审核。",
                        include_review_note=True,
                    ),
                    content_type=AgentAssetContentType.MARKDOWN.value,
                    change_note="补充票据替代与差旅等效凭证口径，待审核。",
                    created_by="高嘉禾",
                ),
                AgentAssetVersion(
                    asset=scene_submission_rule,
                    version="v1.0.0",
                    content=self._scene_submission_standard_markdown(),
                    content_type=AgentAssetContentType.MARKDOWN.value,
                    change_note="首版报销场景提交标准，覆盖附件类型、必填字段和金额阈值。",
                    created_by="系统初始化",
                ),
                AgentAssetVersion(
                    asset=travel_policy_rule,
                    version="v1.0.0",
                    content=self._travel_risk_control_standard_markdown(version="v1.0.0"),
                    content_type=AgentAssetContentType.MARKDOWN.value,
                    change_note="首版差旅制度执行规则，覆盖行程闭环与基础差标校验。",
                    created_by="系统初始化",
                ),
                AgentAssetVersion(
                    asset=travel_policy_rule,
                    version="v1.1.0",
                    content=self._travel_risk_control_standard_markdown(version="v1.1.0"),
                    content_type=AgentAssetContentType.MARKDOWN.value,
                    change_note="补充可执行规则块，供审核引擎直接消费差旅制度标准。",
                    created_by="系统初始化",
                ),
                *[
                    AgentAssetVersion(
                        asset=asset,
                        version="v1.0.0",
                        content=self._platform_risk_rule_markdown(asset),
                        content_type=AgentAssetContentType.MARKDOWN.value,
                        change_note=f"平台通用风险规则：{asset.name}",
                        created_by="系统初始化",
                    )
                    for asset in platform_risk_assets
                ],
                AgentAssetVersion(
                    asset=company_travel_rule,
                    version=COMPANY_TRAVEL_RULE_VERSION,
                    content=AgentAssetSpreadsheetManager.build_version_markdown(
                        rule_name=company_travel_rule.name,
                        version=COMPANY_TRAVEL_RULE_VERSION,
                        metadata=company_travel_rule_meta,
                    ),
                    content_type=AgentAssetContentType.MARKDOWN.value,
                    change_note="初始化差旅费报销 Excel 规则表。",
                    created_by="系统初始化",
                ),
                AgentAssetVersion(
                    asset=company_communication_rule,
                    version=COMPANY_COMMUNICATION_RULE_VERSION,
                    content=AgentAssetSpreadsheetManager.build_version_markdown(
                        rule_name=company_communication_rule.name,
                        version=COMPANY_COMMUNICATION_RULE_VERSION,
                        metadata=company_communication_rule_meta,
                    ),
                    content_type=AgentAssetContentType.MARKDOWN.value,
                    change_note="初始化通信费报销 Excel 规则表。",
                    created_by="系统初始化",
                ),
                AgentAssetVersion(
                    asset=company_preapproval_rule,
                    version=COMPANY_PREAPPROVAL_RULE_VERSION,
                    content=AgentAssetSpreadsheetManager.build_version_markdown(
                        rule_name=company_preapproval_rule.name,
                        version=COMPANY_PREAPPROVAL_RULE_VERSION,
                        metadata=company_preapproval_rule_meta,
                    ),
                    content_type=AgentAssetContentType.MARKDOWN.value,
                    change_note="初始化费用申请审批 Excel 规则表。",
                    created_by="系统初始化",
                ),
                AgentAssetVersion(
                    asset=skill_expense_asset,
                    version="v1.0.0",
                    content=self._json_content(
                        {
                            "inputs": ["time_range", "employee", "department"],
                            "outputs": ["total_amount", "claim_count"],
                            "dependencies": ["database.expense_claims"],
                        }
                    ),
                    content_type=AgentAssetContentType.JSON.value,
                    change_note="初始化技能快照。",
                    created_by="系统初始化",
                ),
                AgentAssetVersion(
                    asset=skill_ar_asset,
                    version="v1.0.0",
                    content=self._json_content(
                        {
                            "inputs": ["customer", "aging_bucket", "status"],
                            "outputs": ["receivable_total", "overdue_total", "customer_count"],
                            "dependencies": ["database.accounts_receivable"],
                        }
                    ),
                    content_type=AgentAssetContentType.JSON.value,
                    change_note="初始化应收账龄技能快照。",
                    created_by="系统初始化",
                ),
                AgentAssetVersion(
                    asset=invoice_mcp_asset,
                    version="v1.0.0",
                    content=self._json_content(
                        {
                            "service_type": "mock",
                            "auth_mode": "none",
                            "degrade_strategy": "return_stub_with_warning",
                        }
                    ),
                    content_type=AgentAssetContentType.JSON.value,
                    change_note="初始化 MCP 快照。",
                    created_by="系统初始化",
                ),
                AgentAssetVersion(
                    asset=ledger_mcp_asset,
                    version="v1.0.0",
                    content=self._json_content(
                        {
                            "service_type": "mock",
                            "auth_mode": "service_account",
                            "degrade_strategy": "return_cached_snapshot_with_warning",
                        }
                    ),
                    content_type=AgentAssetContentType.JSON.value,
                    change_note="初始化总账快照 MCP。",
                    created_by="系统初始化",
                ),
                AgentAssetVersion(
                    asset=finance_policy_knowledge_task,
                    version="v1.0.0",
                    content=self._finance_policy_knowledge_skill_markdown(),
                    content_type=AgentAssetContentType.MARKDOWN.value,
                    change_note="初始化整理公司财务知识制度能力。",
                    created_by="系统初始化",
                ),
            ]
        )

        self.db.add_all(
            [
                AgentAssetReview(
                    asset=attachment_rule,
                    version="v1.0.0",
                    reviewer="高嘉禾",
                    review_status=AgentReviewStatus.PENDING.value,
                    review_note="等待制度管理员确认收据替代与补件时限口径。",
                    reviewed_at=None,
                ),
                AgentAssetReview(
                    asset=scene_submission_rule,
                    version="v1.0.0",
                    reviewer="顾承宇",
                    review_status=AgentReviewStatus.APPROVED.value,
                    review_note="可作为报销场景统一审核标准正式执行。",
                    reviewed_at=datetime.now(UTC),
                ),
                AgentAssetReview(
                    asset=travel_policy_rule,
                    version="v1.1.0",
                    reviewer="顾承宇",
                    review_status=AgentReviewStatus.APPROVED.value,
                    review_note="制度口径已确认，并已补充可执行配置供审核引擎读取。",
                    reviewed_at=datetime.now(UTC),
                ),
                AgentAssetReview(
                    asset=company_travel_rule,
                    version=COMPANY_TRAVEL_RULE_VERSION,
                    reviewer="顾承宇",
                    review_status=AgentReviewStatus.APPROVED.value,
                    review_note="首版 Excel 规则表已确认，可作为基础规则使用。",
                    reviewed_at=datetime.now(UTC),
                ),
                AgentAssetReview(
                    asset=company_communication_rule,
                    version=COMPANY_COMMUNICATION_RULE_VERSION,
                    reviewer="顾承宇",
                    review_status=AgentReviewStatus.APPROVED.value,
                    review_note="首版 Excel 规则表已确认，可作为基础规则使用。",
                    reviewed_at=datetime.now(UTC),
                ),
            ]
        )