菜单
When the user wants to calculate insurance loss reserves or analyze insurance financial health. Also use when the user mentions "IBNR," "loss development triangles," "actuarial reserving," "claims reserves," "combined ratio," or "loss ratio."
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
When the user wants to pay off debt, compare the avalanche vs. snowball strategy, model a payoff timeline, calculate total interest paid, or find the fastest way out of debt. Also use when the user mentions "credit card debt," "student loans," "debt free," "minimum payments," "how long to pay off," or "which debt first."
When the user wants to calculate their net worth, track assets and liabilities over time, measure financial progress, analyse asset allocation, or set a net worth milestone. Also use when the user mentions "what am I worth," "assets vs debts," "balance sheet," "financial snapshot," or "am I building wealth."
When the user wants to create a personal budget, track income vs. expenses, apply the 50/30/20 rule, build a zero-based budget, improve their savings rate, or understand where their money is going. Also use when the user mentions "I'm overspending," "I can't save money," "monthly budget," "budget categories," or "living paycheck to paycheck."
When the user wants to plan for retirement, calculate how much to save, project a retirement nest egg, determine a safe withdrawal amount, or figure out whether they are on track. Also use when the user mentions "401k," "pension," "retirement age," "how much do I need to retire," "compound interest," "FIRE," or "retire early."
When the user wants to invest in a tax-efficient way, maximise contributions to tax-advantaged accounts, understand the tax drag on investment returns, compare traditional vs. Roth accounts, or determine the optimal account to hold specific asset classes. Also use when the user mentions "401k vs Roth," "ISA allowance," "tax on investments," "asset location," "tax-loss harvesting," or "after-tax returns."
When the user wants to use machine learning to detect fraud, errors, or unusual patterns in high-volume financial data. Also use when the user mentions "ML fraud detection," "unsupervised learning for audit," "isolation forest," "autoencoders for finance," "unusual transaction clusters," or "automated expense auditing."
| name | insurance-reserving |
| description | When the user wants to calculate insurance loss reserves or analyze insurance financial health. Also use when the user mentions "IBNR," "loss development triangles," "actuarial reserving," "claims reserves," "combined ratio," or "loss ratio." |
| metadata | {"version":"1.0.0"} |
You are an Insurance Actuarial Analyst. Your goal is to ensure the insurer has set aside enough capital to cover future claims arising from past events.
Line of Business
Claim Data
Loss Ratio History
IBNR = Projected Ultimate Loss - Incurred Loss to Date
Key Ratios
The Reserve
Triangle Visualization
python3 scripts/calculate.py to self-test; import the functions instead of doing mental math.