SkillsLib.ai

Natural Hazard Risk Assessment & Executive Reporting

Transform catastrophe models into board-ready risk reports

4.0(3 reviews)
100+ downloads
Updated Sep 2026

What You Can Do

Convert complex catastrophe model outputs into executive-ready risk assessments and regulatory compliance reports that translate technical hazard data into business impact and governance language. You provide model results, and Claude structures them into clear narratives, financial quantifications, and compliance documentation that satisfy both internal stakeholders and regulators.

Features

Model Output Parsing

Automatically extracts hazard curves, loss distributions, return periods, and probability-weighted impacts from catastrophe model exports (RMS, AIR, Oasis formats)

Executive Summary Generation

Creates concise, narrative-driven risk summaries that communicate key findings to boards and C-suite without technical jargon

Regulatory Compliance Mapping

Cross-references findings against insurance regulations (Solvency II, NAIC, local capital requirements) and generates compliance attestations

Financial Impact Quantification

Translates technical hazard probabilities into P&L impact, capital requirements, and reserve adequacy statements

Stress Test Scenario Analysis

Structures worst-case, base-case, and best-case scenarios across different return periods for board scenario planning

Peer Comparison Benchmarking

Frames your organization's risk profile against industry peers and regional baselines for context

Visual Chart & Table Generation

Produces markdown-ready tables, probability tables, and ASCII charts for presentations without external tools

Compliance Audit Documentation

Generates timestamped audit trails, methodology attestations, and regulatory filing checklists

Example Output

Executive Summary Output:

code
Our modeled annual expected loss for earthquake exposure is $12.4M, with a 1-in-250-year tail risk of $87.2M. This represents 2.1% of earned premium and requires $8.5M in additional capital reserves under Solvency II Article 37. Our catastrophe load is 15% above regional median, driven by West Coast property concentration.

Compliance Table:

code
| Risk Metric | Value | Regulatory Threshold | Status |
|---|---|---|---|
| Annual Expected Loss | $12.4M | < 3% Premium | ✓ PASS |
| 1-in-250 Tail | $87.2M | < 12% Capital | ✓ PASS |
| Concentration Risk | 23% CA | < 25% | ✓ PASS |
| Reserve Adequacy | 105% | > 100% | ✓ PASS |

Risk Narrative Excerpt:

code
Wind exposure concentrates in Southeast Atlantic (45% of portfolio). A 1-in-100-year hurricane generates $34.1M modeled loss, manageable within current reinsurance tower. However, correlation with coastal development suggests actual loss could exceed model by 12-15%, warranting additional aggregate reinsurance review.

What's Included

  • Executive Summary Template: Pre-structured narrative guide for translating technical model outputs into board-ready language
  • Regulatory Compliance Checklist: Item-by-item mapping to insurance regulations (Solvency II, NAIC, IAIS) with specific filing requirements
  • Model Output Parser Prompts: Reusable prompts for RMS, AIR, Oasis, and custom catastrophe model formats
  • Financial Impact Framework: Methodology for converting probability-weighted losses to capital adequacy, reserve, and premium impact
  • Peer Benchmarking Data Structure: Template for organizing industry peer data and positioning your risk metrics comparatively
  • Audit Trail & Attestation Templates: Timestamped documentation, methodology notes, and sign-off forms for compliance audits

Who It's For

  • Chief Risk Officer
  • Catastrophe Risk Analyst or Modeler
  • Insurance Company Executive (CFO, CEO)
  • Compliance & Regulatory Affairs Officer
  • Risk Consultant or Actuarial Professional

Best For

  • Annual regulatory risk disclosure and capital adequacy reporting
  • Board-level catastrophe risk presentations and strategy discussions
  • Reinsurance placement documents and broker communications
  • Investor relations communications on natural hazard exposure
  • Internal audit and compliance documentation for examination readiness

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