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lendinglending 命令行

Agent Skill

lending 用于处理 GitHub 仓库、Issue、Pull Request 和代码协作信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要围绕仓库状态、代码变更或协作事项进行整理时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

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安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

unknown

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:lending(lending 命令行)
来源仓库:https://github.com/joellewis/finance_skills
仓库路径:skills/lending
安装命令:
npx skills add https://github.com/joellewis/finance_skills --skill lending
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/joellewis/finance_skills --skill lending

简介

lending 用于处理 GitHub 仓库、Issue、Pull Request 和代码协作信息。

  • 适合围绕仓库状态、代码变更或协作事项进行整理和分析。
  • 通过 npx 命令从指定 GitHub 仓库安装,需结合原始 README 确认具体用法。
  • 安装前建议确认权限范围和维护状态,注意可能触发联网或命令执行操作。
  • lending 属于待分类类 Skill,可作为该场景下的辅助能力补充。

SKILL.md

Lending Analysis

Purpose

Analyze lending products including mortgages, HELOCs, and personal loans. This skill covers loan comparison, qualification assessment, fixed vs adjustable rate analysis, amortization with extra payments, and home equity line of credit evaluation.

Layer

6 — Personal Finance

Direction

both

When to Use

  • Shopping for a mortgage and comparing loan offers (fixed vs ARM, 15-year vs 30-year)
  • Computing monthly payments, total interest, and amortization schedules
  • Evaluating the impact of extra principal payments on loan term and interest savings
  • Deciding whether to buy points (prepaid interest) and computing breakeven
  • Comparing APR vs interest rate across loan offers
  • Assessing loan qualification (FICO, DTI, LTV, reserves)
  • Analyzing HELOC options and combined loan-to-value ratios
  • Evaluating PMI costs and strategies to eliminate PMI

Core Concepts

Fixed-Rate Mortgage

The interest rate and monthly payment remain constant for the life of the loan:

  • Advantages: Predictable payments, protection against rising rates, simpler budgeting
  • Disadvantages: Higher initial rate than ARM, no benefit if rates decline (must refinance)
  • Most common terms: 30-year and 15-year fixed

Adjustable-Rate Mortgage (ARM)

Rate is fixed for an initial period, then adjusts periodically based on an index plus a margin:

  • Notation: 5/1 ARM = fixed for 5 years, adjusts annually thereafter; 7/1, 10/1 similarly
  • Fully indexed rate: Index (e.g., SOFR, 1-year Treasury) + margin (e.g., 2.75%)
  • Rate caps protect against extreme adjustments:

- Initial adjustment cap (e.g., 2%): maximum first adjustment - Periodic cap (e.g., 2%): maximum change per adjustment period - Lifetime cap (e.g., 5%): maximum total increase over initial rate

  • When ARM may be appropriate: Planning to sell or refinance before the fixed period ends, expecting rates to decline, or comfortable with rate variability

Monthly Payment Calculation

The standard amortization formula for a fixed-rate loan:

  • PMT = P × [r(1+r)^n] / [(1+r)^n - 1]
  • Where: P = principal (loan amount), r = monthly interest rate (annual rate / 12), n = total number of payments (term in months)
  • Each payment splits into interest (decreasing) and principal (increasing) components:

- Interest portion: remaining balance × monthly rate - Principal portion: PMT - interest portion

Total Interest Paid

  • Total interest = (n × PMT) - P
  • For a $400K, 30-year loan at 6.5%: PMT = $2,528, total payments = $910,178, total interest = $510,178

Extra Payments

Additional principal payments reduce the outstanding balance, shorten the loan term, and reduce total interest:

  • Each extra dollar goes entirely to principal reduction
  • Impact compounds: earlier extra payments save more interest than later ones
  • Methods: lump sum, fixed monthly extra, biweekly payments (26 half-payments = 13 full payments per year)

Mortgage Points

Prepaid interest that reduces the loan's interest rate:

  • 1 point = 1% of the loan amount (e.g., 1 point on $400K = $4,000)
  • Typically reduces the rate by approximately 0.25% (varies by lender and market)
  • Breakeven calculation: Points cost / monthly savings = months to recoup
  • Points make sense when: planning to hold the loan beyond breakeven, itemizing deductions (points may be tax-deductible in year of purchase)

APR vs Interest Rate

  • Interest rate: The cost of borrowing the principal, expressed annually
  • APR (Annual Percentage Rate): Includes the interest rate plus certain fees and costs (origination fees, points, PMI), annualized over the loan term
  • APR > interest rate (always, when there are fees)
  • APR is the better metric for comparing loan offers with different fee structures

HELOC (Home Equity Line of Credit)

A revolving credit line secured by home equity:

  • Combined LTV (CLTV): (First mortgage balance + HELOC limit) / home value

- Most lenders require CLTV ≤ 80-90%

  • Draw period (typically 10 years): borrow and repay flexibly, often interest-only payments
  • Repayment period (typically 20 years): no new draws, fully amortizing payments
  • Variable rate: Typically prime rate + margin; rate fluctuates with market
  • Use cases: Home improvements, debt consolidation, emergency backup (but not as primary emergency fund)
  • Risk: Home is collateral — default means foreclosure

Loan Qualification Criteria

  • FICO score: 620+ for conventional, 580+ for FHA, 700+ for best rates
  • DTI: Front-end ≤ 28%, back-end ≤ 36-43% (varies by program)
  • LTV (Loan-to-Value): Loan amount / property value; lower LTV = lower risk = better terms
  • Reserves: Months of payments held in liquid assets after closing (2-6 months typical)
  • Employment/income: Stable income history, typically 2 years documentation

PMI (Private Mortgage Insurance)

Required when conventional loan LTV exceeds 80%:

  • Cost: 0.5-1.5% of loan amount annually, added to monthly payment
  • Removal: Automatic at 78% LTV (based on original amortization), requestable at 80% LTV
  • Avoidance strategies: 20% down payment, piggyback loan (80/10/10), lender-paid PMI (higher rate), VA loan (no PMI)
  • PMI benefits the lender, not the borrower — it is pure cost to the borrower

15-Year vs 30-Year Comparison

  • 15-year: Higher monthly payment, lower interest rate (typically 0.5-0.75% less), dramatically less total interest, builds equity faster
  • 30-year: Lower required payment, more flexibility, higher total interest cost
  • Hybrid approach: Take a 30-year for flexibility, make extra payments as if it were a 15-year

Key Formulas

FormulaExpressionUse Case
Monthly paymentPMT = P × [r(1+r)^n] / [(1+r)^n - 1]Fixed-rate loan payment
Total interestn × PMT - PTotal cost of borrowing
Remaining balance after k paymentsB_k = P × [(1+r)^n - (1+r)^k] / [(1+r)^n - 1]Balance at any point
Points breakevenCost of points / monthly savingsMonths to recoup points
LTVLoan amount / property valueRisk and PMI assessment
CLTV(First mortgage + HELOC) / home valueCombined leverage
ARM fully indexed rateIndex + marginRate after fixed period

Worked Examples

Example 1: 30-year vs 15-year mortgage comparison

Given: Home price $500K, down payment $100K, loan amount $400K. 30-year rate: 6.5%. 15-year rate: 5.9%. Calculate: Monthly payments, total interest, and interest savings. Solution:

  1. 30-year monthly payment: PMT = $400,000 × [0.005417 × (1.005417)^360] / [(1.005417)^360 - 1]

- r = 6.5%/12 = 0.005417, n = 360 - PMT = $2,528/month

  1. 30-year total interest: 360 × $2,528 - $400,000 = $510,178
  2. 15-year monthly payment: PMT = $400,000 × [0.004917 × (1.004917)^180] / [(1.004917)^180 - 1]

- r = 5.9%/12 = 0.004917, n = 180 - PMT = $3,357/month

  1. 15-year total interest: 180 × $3,357 - $400,000 = $204,299
  2. Payment difference: $3,357 - $2,528 = $829/month more for 15-year.
  3. Interest savings: $510,178 - $204,299 = $305,879 saved by choosing 15-year.
  4. The 15-year costs 33% more per month but saves 60% in total interest.

Example 2: Extra payment impact

Given: $300K 30-year mortgage at 6.5% (payment = $1,896/mo). Borrower adds $200/month extra to principal. Calculate: Years saved and interest saved. Solution:

  1. Without extra payments: 30 years (360 months), total interest = $282,632.
  2. With $200/month extra ($2,096 total): Solve for n: n = -ln(1 - ($300,000 × 0.005417) / $2,096) / ln(1.005417)

- n ≈ 274 months = 22.8 years (saves ~7.2 years).

  1. Total payments with extra: 274 × $2,096 = $574,304. Total interest = $574,304 - $300,000 = $274,304.
  2. Wait — we must account for the extra payments reducing principal faster. Using iterative amortization:

- Actual payoff: approximately 272 months (22 years 8 months) - Total interest paid: approximately $210,000

  1. Interest saved: $282,632 - $210,000 ≈ $72,600 saved with just $200/month extra.
  2. Total extra paid: 272 × $200 = $54,400. Return on extra payments: $72,600 / $54,400 = 133% return.

Common Pitfalls

  • Comparing interest rate instead of APR — APR captures fees and gives a truer cost comparison
  • ARM teaser rates creating payment shock when the fixed period ends and rates adjust upward
  • Points breakeven: buying points is not worth it if selling or refinancing before the breakeven point
  • HELOC variable rate risk during rising rate environments — budget for rate increases
  • PMI costs making high-LTV loans more expensive than they appear — factor PMI into total monthly cost
  • Ignoring opportunity cost: extra mortgage payments at 3-4% vs investing at 7-10% expected return
  • Not shopping multiple lenders — rate quotes can vary 0.5%+ for the same borrower
  • Resetting to a 30-year term when refinancing — extends total payoff even if rate is lower
  • Ignoring closing costs in refinancing decisions (see debt-management refinance breakeven)

Cross-References

  • debt-management (wealth-management plugin, Layer 6): refinancing analysis, debt payoff vs investing decisions, DTI calculations
  • emergency-fund (wealth-management plugin, Layer 6): adequate reserves required for loan qualification and financial safety
  • tax-efficiency (wealth-management plugin, Layer 5): mortgage interest deductibility, points deduction
  • savings-goals (wealth-management plugin, Layer 6): down payment saving is a common goal-based savings target
  • liquidity-management (wealth-management plugin, Layer 6): mortgage payments are the largest fixed obligation in most household cash flow plans

Reference Implementation

See scripts/lending.py for computational helpers.

适合场景

01

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02

需要根据任务场景推荐可安装能力包时

03

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安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

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Codex

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