
Retirement Income Adequacy Analyzer
Evaluate retirement income adequacy across inflation, longevity, and market scenarios
What You Can Do
You conduct rigorous retirement income adequacy analyses that evaluate whether a client's projected retirement assets will sustain their desired lifestyle across realistic market conditions, inflation trajectories, and longevity scenarios. The skill structures three-pronged analysis: deterministic baseline scenarios, stochastic modeling with sequence-of-returns analysis, and contingency planning with decision triggers. You translate complex probability distributions into comprehensible client language while maintaining analytical rigor for compliance documentation and fiduciary defense.
Features
run conservative, moderate, and aggressive assumptions to establish income sufficiency baseline
model thousands of market outcome sequences to calculate success probability and sequence-of-returns risk exposure
project across multiple life expectancy scenarios (actuarial, optimistic, pessimistic) to stress-test spending sustainability
apply variable inflation trajectories to both spending needs and investment returns across retirement timeline
compare fixed-dollar, percentage-based, and dynamic withdrawal approaches to identify optimal spending patterns
evaluate impact of early retirement, major expenses, market downturns, or spending increases on plan viability
establish measurable monitoring thresholds that signal when plan adjustments become necessary
generate comprehensible charts and summary reports suitable for client presentations and regulatory documentation
Example Output
Example 1: Retirement Readiness Summary
Client has $1.2M in investable assets, plans to retire in 7 years at age 62 with $80K annual spending need. Analysis shows:
- Deterministic baseline (4.5% return, 2.5% inflation): 94% success probability
- Monte Carlo modeling (10,000 scenarios): 87% success probability through age 95
- Sequence-of-returns analysis: 12% of worst-case scenarios lead to portfolio depletion by age 85
- Recommendation: Increase retirement age by 2 years OR reduce spending to $72K OR shift allocation to 65/35 equity/bonds
Example 2: Stress Test Output
If market declines 30% in year one of retirement: 78% success probability (vs. 87% baseline). If client increases spending to $95K: 61% success probability. Decision trigger: If portfolio declines below $900K in first 5 years, implement $8K annual spending reduction.
Example 3: Longevity Scenario Comparison
Actuarial life expectancy (age 92): 95% success. Optimistic longevity (age 98): 82% success. Pessimistic (age 105): 71% success. Recommendation focuses on plan durability beyond age 95.
What's Included
- retirement-income-adequacy-analyzer.md: complete skill instructions with three-pronged analysis framework
- Scenario Input Template: standardized worksheet for gathering client assets, income needs, time horizons, and spending assumptions
- Deterministic Analysis Worksheet: baseline, moderate, and conservative scenario calculations with sensitivity analysis
- Monte Carlo Parameters Checklist: guidance for setting return distributions, inflation ranges, and simulation parameters
- Client Presentation Framework: plain-language summary template translating probability distributions and success rates into actionable recommendations
- Decision Trigger Monitoring Dashboard: annual review checklist with specific portfolio thresholds triggering plan adjustments
Who It's For
- Financial advisors conducting comprehensive retirement planning for clients within 10 years of retirement
- Wealth managers presenting retirement income sustainability analysis before recommending asset allocation changes
- Fee-only financial planners building annual monitoring reports to demonstrate plan resilience and advisor value
- Fiduciary advisors documenting defensible retirement recommendations for regulatory examination or client disputes
- Retirement income specialists stress-testing complex scenarios involving early retirement, major expenses, or spending changes
Best For
- Initial retirement readiness assessments and go/no-go decisions for retirement timing
- Annual retirement plan reviews with updated market conditions, inflation data, and life expectancy assumptions
- Stress-testing scenarios where clients request spending increases, early retirement, or face major life expenses
- Comparative analysis of withdrawal strategies (fixed-dollar vs. percentage-based vs. dynamic spending adjustments)
- Building compliance-defensible documentation of retirement income recommendations for regulatory review


