Communication & Regulatory Reporting Agent

@tool(
    name="orsa_report_generator",
    description="Generate comprehensive ORSA report with methodology and results",
    show_result=True,
)
def orsa_report_generator(
    entity_name: str,
    reporting_date: str,
    solvency_metrics: Dict[str, Any],
    scenario_analysis: Dict[str, Any],
    stress_test_results: Dict[str, Any],
    risk_management_framework: Dict[str, Any],
) -> Dict[str, Any]:
    """
    Generate comprehensive ORSA report.

    Args:
        entity_name: Name of the insurance entity
        reporting_date: Reporting date
        solvency_metrics: Current solvency metrics
        scenario_analysis: Scenario analysis results
        stress_test_results: Stress testing results
        risk_management_framework: Risk management framework details

    Returns:
        Dictionary containing ORSA report sections
    """
    report = {
        "orsa_report": {
            "entity_name": entity_name,
            "reporting_date": reporting_date,
            "report_type": "Own Risk and Solvency Assessment(ORSA)",
            "sections": {
                "executive_summary": {
                    "key_findings": [
                        f"Current solvency ratio: {solvency_metrics.get('solvency_ratio', 0)}%",
                        f"Capital adequacy level: {solvency_metrics.get('adequacy_level', 'Unknown')}",
                        f"Risk concentration: {max(solvency_metrics.get('risk_concentration', {}).values(), default=0):.1f}% in largest risk module",
                    ],
                    "recommendations": [
                        "Maintain current risk management framework",
                        "Monitor key risk indicators regularly",
                        "Review capital allocation strategy annually",
                    ],
                },
                "methodology": {
                    "approach": "Standard Formula with internal model elements",
                    "assumptions": "Based on current business plan and market conditions",
                    "validation": "Independent model validation completed",
                    "governance": "Board-approved ORSA policy and process",
                },
                "risk_assessment": {
                    "current_risk_profile": solvency_metrics,
                    "risk_concentration": solvency_metrics.get("risk_concentration", {}),
                    "risk_limits": risk_management_framework.get("risk_limits", {}),
                    "risk_monitoring": "Daily market risk, weekly credit risk, monthly comprehensive",
                },
                "capital_adequacy": {
                    "current_position": solvency_metrics,
                    "projections": scenario_analysis,
                    "stress_testing": stress_test_results,
                    "capital_management": "Risk-based dividend policy with stress testing",
                },
                "forward_looking_assessment": {
                    "scenario_analysis": scenario_analysis,
                    "business_plan_impact": "Growth strategies tested against solvency constraints",
                    "regulatory_developments": "Monitoring IFRS 17 and Solvency II developments",
                    "esg_integration": "Climate risk scenarios included in stress testing",
                },
            },
        }
    }
    return report