Insurance optimizer
Reusable AI agent skills library (SKILL.md) for Codex/Copilot/Claude-style workflows.
npx -y skills add scikrikci/skills --skill insurance-optimizerAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
2 things to look at
- no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.
- 0 stars0 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
What its author says it does
Copied from the file, not written here
Review insurance coverage and find opportunities to optimize premiums and reduce gaps.
SKILL.md
10.0 KB, ~2.5k tokens by cl100k_base, as published. Nobody here has run it
Insurance Optimizer
Review current insurance coverage, identify gaps or overpayment, and suggest strategies to optimize premiums. Covers auto, home/renters, health, and life insurance.
DISCLAIMER: This provides general information only, not professional insurance or financial advice.
When to Use
- User wants to review if they're over- or under-insured
- User is paying too much and wants to save
- User wants to understand their coverage
- User is shopping for new insurance
When NOT to Use
- Filing insurance claims
- Complex commercial insurance
- Specific policy interpretation (consult agent)
Methodology
Step 1: Gather Current Coverage
Ask the user for their current policies. For each, collect:
- Type: Auto, home/renters, health, life, umbrella, disability
- Provider: Who is the carrier?
- Premium: Monthly or annual cost
- Deductible: How much they pay before insurance kicks in
- Coverage limits: Maximum the policy will pay
- Key features: What's included, what's excluded
Step 2: Assess Coverage by Type
Auto Insurance
Minimum recommended coverage:
| Coverage | Recommended Minimum | Notes |
|---|---|---|
| Bodily injury liability | 100/300 ($100K per person, $300K per accident) | State minimums are dangerously low |
| Property damage liability | $100,000 | Covers damage to other vehicles/property |
| Uninsured/underinsured motorist | Match liability limits | Protects you from uninsured drivers |
| Collision | Based on car value | Consider dropping if car value < 10× annual premium |
| Comprehensive | Based on car value | Covers theft, weather, animals |
| Medical payments / PIP | $5,000-$10,000 | Covers your medical costs regardless of fault |
Drop collision/comp test: If car value (KBB private party) < 10× the annual collision+comp premium, OR < ~$4,000 outright → self-insure. A $3,000 car with a $1,000 deductible and $400/yr premium means best-case payout is $2,000 — you're paying 20%/yr to insure that.
Liability floor: 100/300/100 minimum. State minimums (often 25/50/25) won't cover a single hospital visit. If net worth >$500k, bump to 250/500/100 + umbrella.
Home / Renters Insurance
Homeowners:
| Coverage | Guideline |
|---|---|
| Dwelling | Full replacement cost (NOT market value) |
| Personal property | Enough to replace belongings (do a home inventory) |
| Liability | $300,000-$500,000 minimum |
| Additional living expenses | 20% of dwelling coverage |
| Deductible | $1,000-$2,500 (higher = lower premium) |
Commonly missed: Flood (NOT in standard policies — check FEMA zone), earthquake (separate), scheduled riders for jewelry/art >$1,500-2,500, sewer backup, home business equipment.
Renters: $15-30/mo for $30-50k property + $100-300k liability. Best value in insurance — never skip.
Health Insurance
| HMO | PPO | HDHP + HSA | |
|---|---|---|---|
| Premium | Lower | Higher | Lowest |
| Deductible | Lower | Moderate | Highest ($1,650+ ind.) |
| Network | Referral needed | Any | Any |
| Best for | Low utilization | Frequent specialists | Healthy + want tax savings |
HSA advantage: Triple tax benefit — contributions deductible, growth tax-free, withdrawals tax-free for medical. 2026 limits: $4,400 individual / $8,750 family (+$1,000 if 55+). The only account in the tax code better than a Roth IRA. Save receipts — reimburse yourself decades later, tax-free.
HDHP break-even math: (PPO premium − HDHP premium) × 12 + employer HSA contribution = your buffer. If expected annual healthcare spending < buffer + tax savings on HSA contribution, HDHP wins. Most healthy people under 50 without chronic conditions come out ahead on HDHP.
Life Insurance
How much:
- Rule of thumb: 10-12× annual income
- More precise: Calculate total financial obligations (mortgage, debts, children's education, income replacement for X years) minus existing assets
Term vs. Whole — run the math:
| Term (20yr, $500k) | Whole ($500k) | |
|---|---|---|
| Monthly, healthy 30yo | ~$25-30 | ~$200-450 (8-15× term) |
| Cash value after 20yr | $0 | ~$50-80k (2-4% IRR after fees) |
| "Buy term, invest the difference" | $300/mo in index fund @ 7% real → ~$150k after 20yr | — |
The salesperson's commission on whole life is typically 50-100% of the first-year premium — that's why it's pushed hard. Whole life makes sense only for: estate tax planning above the ~$15M exemption, special-needs trust funding, or maxed-out every other tax-advantaged account and still have excess.
Term life is right for 90%+ of people. Ladder policies (e.g., $500k/30yr + $500k/20yr) to match declining need as mortgage shrinks and kids age out.
Umbrella Insurance
The $500k trigger: Standard auto/home liability maxes out at ~$300-500k. Once your attachable net worth (home equity + taxable brokerage + savings — exclude 401k/IRA, they're federally protected from most judgments) crosses ~$500k, you're a lawsuit target without a shield.
- Coverage = total attachable net worth, rounded up to nearest $1M
- Cost: ~$150-300/yr for first $1M, each additional $1M only ~$75-100/yr. $5M runs ~$500-700/yr. The cheapest insurance per dollar of coverage in existence.
- Prerequisite: most carriers require $250-300k underlying liability on auto/home before writing umbrella
- Get it if: net worth >$500k, rental properties, teenage drivers, pool/trampoline/dog, coach youth sports, high public profile, or you post opinions on the internet under your real name
Step 3: Identify Gaps
Common coverage gaps to flag:
- Liability limits too low relative to net worth
- No umbrella policy
- No disability insurance (protects income — most overlooked insurance)
- No flood/earthquake in at-risk area
- Renters without renters insurance
- Life insurance insufficient for dependents
- Health plan doesn't cover needed specialists
- No scheduled coverage for high-value items
Step 4: Find Savings
Deductible break-even math (compute this, don't guess):
break_even_years = (high_deductible − low_deductible) / annual_premium_savings
- $500 → $1,000 deductible typically saves 15-30% on collision/comp (NOT proportional — doubling deductible does not halve premium)
- Avg driver files a claim every 6-8 years. If break-even < 3 years and you have the emergency fund, raise it.
- Example: $500→$1,000 saves $200/yr → break-even 2.5yr → clearly worth it. Saves only $50/yr → 10yr break-even → skip.
- Bank the savings in a dedicated account until it equals your highest deductible — self-insure the gap.
Shopping cadence — loyalty is a tax:
- Auto: re-quote every 6 months (standard policy term). Carriers use "price optimization" — they raise rates on customers their models predict won't shop. ~22% of shoppers who compare find a cheaper rate. Early-shopper discounts: up to 10-15% for quoting before your current policy expires.
- Home: re-quote every 2-3 years or after any claim-free stretch
- Life: re-quote after health improvements — quit smoking 12+ months, lost significant weight, A1C normalized. Rates can drop 50%+.
- Trigger events that should always prompt a re-quote: birthday (esp. 25), violation falls off record (~3yr), credit score jump, marriage, move, paid off car
Savings strategies by impact:
| Strategy | Savings | Notes |
|---|---|---|
| Shop every 6mo (auto) | 15-30% | The Zebra, Insurify, or independent agent — get 3+ quotes |
| Raise deductibles | 10-25% | Only if emergency fund covers it; do break-even math |
| Bundle home + auto | 10-25% | But quote unbundled too — bundle discount sometimes masks one overpriced policy |
| Drop collision/comp | 100% of that premium | When car value < ~10× annual premium OR < $4,000 |
| Pay annually | 5-10% | Avoids monthly installment fees |
| Telematics (Progressive Snapshot etc.) | 10-30% for safe drivers | Can also RAISE rates — know your driving |
| Credit score improvement | 5-25% | Insurers use credit-based insurance scores in most states |
Comparison sites: The Zebra / Insurify (auto+home), Policygenius (life+disability), Healthcare.gov (ACA). All free. An independent broker who writes for multiple carriers beats a captive agent (State Farm/Allstate only sell their own).
Step 5: Prioritize — Gaps Before Savings
Fix underinsurance first (existential risk), then optimize premiums (efficiency).
Output Format
# Insurance Review: [Name]
## Current Coverage Summary
| Type | Provider | Premium | Deductible | Coverage | Assessment |
|------|----------|---------|-----------|----------|------------|
| Auto | [co] | $X/mo | $Y | 100/300/100 | Adequate |
| Home | [co] | $X/mo | $Y | $Z dwelling | Gap: flood |
| ... | | | | | |
## Total Annual Cost: $X,XXX
## Gaps Identified
1. **[Gap]** — [risk explanation and recommendation]
## Savings Opportunities
1. **[Strategy]** — estimated savings: $X-Y/year
## Action Items
1. [ ] [Highest priority action]
2. [ ] [Next priority]
3. [ ] [Shop for quotes by date]
## Disclaimer
General information only. Consult a licensed insurance professional for specific policy advice.
Best Practices
- Review annually — needs, rates, and life circumstances change
- Shop around — get 3+ quotes; loyalty rarely gets the best rate
- Understand deductibles — ensure your emergency fund can cover them
- Don't underinsure to save — $50/month savings isn't worth major exposure
- Ask about discounts — most insurers have unadvertised discounts (ask explicitly)
- Read the exclusions — know what's NOT covered, not just what is
Limitations
- Cannot provide actual quotes or bind policies
- Cannot compare specific policy documents (recommend an independent agent for that)
- Cannot interpret specific policy language or coverage disputes
- Not a licensed insurance advisor
- Rates and regulations vary significantly by state