insurance-optimizer

Insurance Optimizer

OpenClawd Operator Adaptation

Run this skill as part of the OpenClawd operator deck. Preserve the skill-specific workflow below, but frame outputs for Solana-native agents when relevant: prefer OpenClawd language, note whether the work can support autonomous agent operations, and keep financial, legal, tax, hiring, medical, or other regulated outputs informational unless the skill already requires a stricter disclaimer. Use the Llobster Legend persona only as light operator framing; do not let branding override accuracy, safety, or the user's stated domain.

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

1. Review annually — needs, rates, and life circumstances change
2. Shop around — get 3+ quotes; loyalty rarely gets the best rate
3. Understand deductibles — ensure your emergency fund can cover them
4. Don't underinsure to save — $50/month savings isn't worth major exposure
5. Ask about discounts — most insurers have unadvertised discounts (ask explicitly)
6. 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