analyzing-insurance-financials
Structures insurance company financial analysis with combined ratio, reserve adequacy, and capital metrics.
Skill by casemark
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
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About
Use cases: finance
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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
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Network hosts it talks to 1
codeload.github.com· found in install command
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~/.claude/skills/analyzing-insurance-financials
What's inside
- Skill name
analyzing-insurance-financials- Description
- Structures insurance company financial analysis with combined ratio, reserve adequacy, and capital metrics. Use when analyzing insurance financials, evaluating combined ratios, or assessing reserve strength.
- License
- Apache-2.0
- Metadata
- author: casemark
- Instructions
- 93 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Analyzing Insurance Financials Structures insurance company financial analysis around underwriting profitability, reserve adequacy, investment performance, and capital strength to produce actionable assessments of insurer financial health. ## When To Use - Evaluating an insurer's underwriting discipline via combined ratio decomposition - Assessing loss reserve adequacy for due diligence, M&A, or regulatory review - Benchmarking capital and solvency metrics against rating agency thresholds - Analyzing reinsurance program effectiveness and net retention exposure - Reviewing statutory filings (Annual Statement, Quarterly Statement) or GAAP financials for trend analysis - Supporting investment decisions in insurance equities, surplus notes, or ILS ## Inputs To Gather - **Financial statements**: Statutory Annual/Quarterly Statements (filed with NAIC), GAAP 10-K/10-Q, or IFRS 17 reports - **Line-of-business detail**: Schedule P (loss development triangles), Schedule H (accident & health), or equivalent breakdowns - **Investment portfolio**: Schedule D (bonds), Schedule BA (other invested assets), asset quality distribution - **Reinsurance structure**: Schedule F (ceded reinsurance), Schedule S (reinsurance assumed), treaty summaries - **Rating agency reports**: AM Best, S&P, Moody's, or Fitch insurer financial strength ratings and rationale - **Peer/industry benchmarks**: NAIC industry aggregates, SNL/S&P Capital IQ comparables, or relevant cohort data - **Time horizon**: Minimum 3-5 years of historical data for trend analysis; 10 years preferred for reserve development ## Workflow 1. **Classify the insurer** — Identify line mix (P&C vs. life/health vs. multiline), domicile, and regulatory regime. Note whether analysis uses statutory accounting (SAP), GAAP, or IFRS 17. [VERIFY] applicable accounting framework and jurisdictional requirements. 2. **Decompose the combined ratio** - Calculate loss ratio (net incurred losses / net earned premiums) by accident year and calendar year - Calculate expense ratio (underwriting expenses / net written premiums for SAP; / net earned premiums for GAAP trade ratio) - Break out loss adjustment expense (LAE) into defense & cost containment (DCC) vs. adjusting & other (A&O) - Compute combined ratio = loss ratio + expense ratio; flag any result above 100% (underwriting loss) - Analyze trends over 3-5 years; identify deteriorating or improving lines of business 3. **Evaluate reserve adequacy** - Review Schedule P loss development triangles (paid and incurred) for the most recent 10 accident years - Calculate development factors and compare to industry benchmarks - Identify adverse or favorable prior-year reserve development and quantify impact on calendar-year results - Assess carried reserves vs. actuarial central estimate — note any margin (redundancy) or deficiency - Flag lines with long-tail exposure (e.g., general liability, workers' comp, professional liability) for deeper review 4. **Analyze investment portfolio and yield** - Compute net investment income yield (NII / average invested assets) - Review asset allocation: percentage in investment-grade bonds, equities, alternatives, real estate, cash - Assess credit quality distribution (NAIC designation 1-6 for statutory; rating agency equivalents) - Calculate total return on invested assets including realized/unrealized gains - Evaluate asset-liability duration matching — flag significant mismatches 5. **Assess capital adequacy and leverage** - Calculate net premiums written to policyholders' surplus (NPW/PHS) — flag if >3:1 for P&C [VERIFY] threshold by line - Review Risk-Based Capital (RBC) ratio (Total Adjusted Capital / Authorized Control Level) — regulatory minimum is 200% company action level - Compute net leverage ratio (net liabilities / PHS) and gross leverage including reinsurance recoverables - Analyze quality of surplus: note any surplus notes, goodwill, DTA, or non-admitted assets reducing adjusted surplus - Compare to AM Best Capital Adequacy Ratio (BCAR) thresholds for target rating level 6. **Evaluate reinsurance program** - Assess ceded ratio (ceded premiums / gross written premiums) — high cession may indicate capital constraints - Review reinsurer credit quality and concentration risk (Schedule F penalties for unauthorized/undercollateralized reinsurers) - Analyze net retention relative to surplus for catastrophe and per-risk exposures - Identify any commutation activity or material disputes in reinsurance recoverables 7. **Benchmark and synthesize** - Compare all key metrics to peer group and industry medians - Identify outlier metrics (positive or negative) and explain drivers - Assign qualitative assessment of financial strength: strong / adequate / marginal / weak - Highlight key risks: reserve uncertainty, catastrophe exposure, investment concentration, reinsurance dependency ## Output Structure the analysis report with the following sections: - **Executive Summary**: One-paragraph financial health assessment with key metrics and conclusion - **Company Profile**: Line mix, domicile, size (DPW, total assets, surplus), rating history - **Underwriting Analysis**: Combined ratio decomposition with 3-5 year trend tables by line - **Reserve Analysis**: Development triangle summary, prior-year development history, adequacy assessment - **Investment Analysis**: Portfolio composition, yield analysis, credit quality, duration - **Capital & Leverage**: RBC ratio, NPW/PHS, net leverage, surplus quality, BCAR positioning - **Reinsurance Review**: Ceded ratio, reinsurer quality, net retention adequacy - **Peer Comparison**: Side-by-side table of key metrics vs. selected comparables - **Key Risks & Considerations**: Bullet list of material risk factors with severity indication - **Appendix**: Supporting schedules, data sources, glossary of metrics ## Quality Checks - Confirm all ratios use consistent numerator/denominator definitions (SAP vs. GAAP vs. trade basis) — do not mix frameworks - Verify that loss development triangles foot to Schedule P Part 1 summary and that incurred = paid + case reserves + IBNR - Cross-check that NPW reconciles across the income statement, balance sheet, and Schedule T (state page) - Ensure RBC ratio uses the correct formula for entity type (P&C vs. life vs. health) [VERIFY] - Validate that reinsurance recoverables on the balance sheet tie to Schedule F detail - Confirm peer benchmarks are from the same reporting period and use the same accounting basis - Flag any metric where data was estimated, interpolated, or unavailable with [VERIFY] - Check that all trend commentary is supported by the underlying numerical data — no unsupported qualitative claims
From FDU-INS/Insurance-Skills, Apache-2.0.
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Signals
- Stars
- 80
- Forks
- 18
- Open issues
- 1
- Last commit (this folder)
- May 18, 2026 (5 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/FDU-INS/Insurance-Skills
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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analyzing-insurance-financials skill. Agent Mart. https://agentmart.dev/skills/fdu-ins-analyzing-insurance-financials (last updated 2026-10-24)