asset-allocation
Skill9 starsChanged 8 months agoMITView on GitHub
Life-cycle investing, risk profiling, IPS construction, rebalancing — systematic asset allocation for wealth management clients. Strategic Asset Allocation (SAA): - Long-term target weights based on client objectives, risk tolerance, and capital market expectations - Anchored in Modern Portfolio Theory (efficient frontier) - Reviewed annually or upon significant life changes - Drives 80-90% of portfolio return variability (Brinson, Hood, Beebower) Tactical Asset Allocation (TAA): - Short-term deviations from SAA to exploit market opportunities - Constrained by maximum deviation bands (e.g., +/-…
3 other projects use a version of this.
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- Geruyang/skillstheir own version, first seen Oct 15, 2026
- IngAs8/ClaudeSkilltheir own version, first seen Sep 28, 2026
- henrywen98/asset-allocationtheir own version, first seen Aug 13, 2026
Other versions3 projects use a version of this.
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Wrote their own version · 3
- Geruyang/skills★ 2same name
- henrywen98/asset-allocation★ 0same name
- IngAs8/ClaudeSkill★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
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The file
We split this skill into the rules it gives an agent
7 rules. About 0 are common, 7 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈7
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 48
If required return exceeds risk tolerance: adjust goals or extend horizon
- Distinctive: line 135
Taxable accounts: Prefer tax-efficient assets
- Distinctive: line 140
Tax-deferred accounts (IRA, 401k, pension): Prefer tax-inefficient assets
- Distinctive: line 145
Tax-exempt accounts (Roth IRA): Prefer highest expected return assets
- Distinctive: line 159
Draft IPS: Document all decisions, constraints, and implementation plan
- Distinctive: line 162
Annual review: Update capital market assumptions, reassess client circumstances
- Distinctive: line 169
Diversification check: Ensure no single position > 5% (individual securities), no single manager > 20%
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Strategic Asset Allocation
Life-cycle investing, risk profiling, IPS construction, rebalancing — systematic asset allocation for wealth management clients.
When to Activate
- Designing a strategic asset allocation for a client portfolio
- Creating or updating an Investment Policy Statement (IPS)
- Client risk profiling and suitability assessment
- Evaluating asset class characteristics and role in portfolio
- Tactical allocation overlay decisions
- Portfolio rebalancing strategy
- Tax-efficient portfolio construction
- Inflation protection and liability-driven allocation
Core Concepts
Strategic vs. Tactical Asset Allocation
Strategic Asset Allocation (SAA):
- Long-term target weights based on client objectives, risk tolerance, and capital market expectations
- Anchored in Modern Portfolio Theory (efficient frontier)
- Reviewed annually or upon significant life changes
- Drives 80-90% of portfolio return variability (Brinson, Hood, Beebower)
Tactical Asset Allocation (TAA):
- Short-term deviations from SAA to exploit market opportunities
- Constrained by maximum deviation bands (e.g., +/- 5% per asset class)
- Based on valuation signals, macro outlook, momentum
- Success depends on market timing ability — difficult to do consistently
Risk Profiling
Three dimensions of risk assessment:
- Risk capacity (objective): How much risk can the client financially absorb?
- Time horizon, income stability, wealth level, liquidity needs, insurance coverage
- Longer horizon = higher risk capacity
- Stable income + large portfolio relative to needs = higher capacity
- Risk tolerance (subjective): How much risk is the client willing to take?
- Psychological comfort with volatility and drawdowns
- Assessed through questionnaires, scenario discussions
- Max acceptable drawdown is often the binding constraint
- Risk requirement: How much risk does the client need to take to achieve goals?
- Required return to meet financial objectives
- If required return exceeds risk tolerance: adjust goals or extend horizon
Risk profile categories:
| Profile | Equity Range | Max Drawdown Tolerance | Typical Horizon |
| Conservative | 0-25% | -5 to -10% | <5 years |
| Moderate-Conservative | 20-40% | -10 to -15% | 5-10 years |
| Moderate | 35-55% | -15 to -25% | 7-15 years |
| Moderate-Aggressive | 50-70% | -25 to -35% | 10-20 years |
| Aggressive | 65-90% | -35 to -50% | >15 years |
Asset Class Characteristics
| Asset Class | Expected Return | Volatility | Role in Portfolio | Inflation Protection |
| Cash/Money Market | Low (risk-free rate) | Very low | Liquidity, stability | Poor |
| Government Bonds (IG) | Low-moderate | Low-moderate | Deflation hedge, stability | Poor (nominal) |
| Inflation-Linked Bonds | Low-moderate | Low-moderate | Inflation protection | Good |
| Corporate Bonds (IG) | Moderate | Moderate | Income, diversification | Moderate |
| High Yield Bonds | Moderate-high | Moderate-high | Income, equity-like exposure | Moderate |
| Developed Market Equity | Moderate-high | High | Growth, long-term wealth building | Moderate |
| Emerging Market Equity | High | Very high | Growth, diversification | Moderate |
| Real Estate (REITs/direct) | Moderate-high | Moderate-high | Income, inflation hedge | Good |
| Commodities | Low-moderate | High | Diversification, inflation hedge | Good |
| Private Equity | High | High (illiquid) | Return enhancement | Moderate |
| Hedge Funds | Moderate | Moderate | Diversification, alpha | Varies |
| Gold | Low | Moderate | Crisis hedge, diversification | Good |
Life-Cycle Investing
Age-based approach (simplified):
Equity allocation = 100 - Age (or 110 - Age for aggressive version)More sophisticated: Target-date glide path reducing equity exposure as retirement approaches.
Accumulation phase (working years):
- Human capital (present value of future earnings) acts like a bond-like asset
- Young investors: High equity allocation since human capital provides stability
- As career progresses: Gradually shift toward bonds as human capital depletes
Decumulation phase (retirement):
- Systematic withdrawal strategy
- Sequence-of-returns risk is the primary threat
- Bucket strategy: Short-term (cash, 1-3 years), medium-term (bonds, 3-10 years), long-term (equities, 10+ years)
- Withdrawal rate: 3-4% rule (inflation-adjusted) as starting point
Liability-Driven Investing (LDI):
- Match asset duration to liability duration
- Common for pension funds, insurance companies, endowments
- Hedging portfolio (duration-matched bonds) + return-seeking portfolio (equities, alternatives)
Investment Policy Statement (IPS)
Required elements:
- Client profile: Personal details, family situation, employment, health
- Investment objectives: Return target (nominal and real), income needs, capital growth
- Risk parameters: Risk profile, maximum drawdown tolerance, volatility budget
- Time horizon: Investment horizon, key milestones (retirement, education, estate)
- Liquidity needs: Ongoing distributions, anticipated large expenses
- Tax considerations: Tax status, tax-loss harvesting opportunities, asset location
- Legal and regulatory: Trusts, regulatory constraints, ERISA if applicable
- Unique circumstances: ESG preferences, concentrated positions, restricted securities
- Strategic asset allocation: Target weights and permissible ranges
- Rebalancing policy: Triggers, frequency, method
- Benchmark: Blended benchmark matching SAA weights
- Review schedule: Frequency of IPS review and portfolio reporting
Rebalancing Strategies
| Strategy | Description | Pros | Cons |
| Calendar-based | Rebalance at fixed intervals (quarterly, annually) | Simple, disciplined | May miss large dislocations |
| Threshold-based | Rebalance when allocation drifts beyond band (e.g., +/-5%) | Responsive to markets | Requires monitoring |
| Combined | Check at fixed intervals, only act if threshold breached | Balanced approach | Slightly complex |
| Cash flow rebalancing | Use new contributions/withdrawals to move toward targets | Tax-efficient, low cost | Slow for large deviations |
Rebalancing considerations:
- Transaction costs (commissions, bid-ask spreads)
- Tax impact (realized gains from selling winners)
- Wider bands for less liquid or more volatile assets
- Narrower bands for core positions
Tax-Efficient Allocation (Asset Location)
Taxable accounts: Prefer tax-efficient assets
- Index equity funds (low turnover, deferred gains)
- Municipal bonds (tax-exempt income)
- Tax-managed funds, ETFs
Tax-deferred accounts (IRA, 401k, pension): Prefer tax-inefficient assets
- Actively managed funds (high turnover)
- High-yield bonds, REITs (ordinary income)
- Taxable bonds
Tax-exempt accounts (Roth IRA): Prefer highest expected return assets
- Growth equities, emerging markets
- Assets with highest expected appreciation
Methodology
Asset Allocation Process
- Client discovery: Comprehensive interview covering goals, fears, experience, family situation
- Risk profiling: Quantitative questionnaire + qualitative discussion + capacity analysis
- Capital market assumptions: Expected returns, volatilities, correlations for each asset class (typically from investment committee or external provider)
- Mean-variance optimization: Generate efficient frontier, apply constraints (min/max weights, liquidity, regulatory)
- SAA selection: Choose portfolio on efficient frontier matching client risk profile
- Stress testing: Simulate portfolio through historical crises (2008, 2020, inflation shocks)
- Draft IPS: Document all decisions, constraints, and implementation plan
- Implementation: Select vehicles (ETFs, funds, direct), execute trades
- Monitoring: Track performance vs. benchmark, monitor drift, prepare reports
- Annual review: Update capital market assumptions, reassess client circumstances
Portfolio Construction
- Core-satellite approach: Core (60-80%) in passive/index, satellite (20-40%) in active/thematic
- Vehicle selection: ETFs for liquid markets, mutual funds for active management, direct holdings for tax management
- Cost minimization: Total expense ratio (TER) budget, favor low-cost vehicles for efficient markets
- Diversification check: Ensure no single position > 5% (individual securities), no single manager > 20%
Templates
Asset Allocation Summary
Client: _______________ Risk Profile: _______________ Date: ___________
Asset Class Target Range Current Action
Cash ____% ____-____% ____% ____________
Government Bonds ____% ____-____% ____% ____________
Corporate Bonds ____% ____-____% ____% ____________
Developed Mkt Equity ____% ____-____% ____% ____________
Emerging Mkt Equity ____% ____-____% ____% ____________
Real Estate ____% ____-____% ____% ____________
Alternatives ____% ____-____% ____% ____________
Total 100% 100%
Expected return (nominal): ____% Volatility: ____%
Max drawdown (historical): ____% Sharpe ratio: ____IPS Summary
Client: _______________ Date: ___________
Objective: [ ] Capital preservation [ ] Income [ ] Growth [ ] Aggressive growth
Return target: ____% nominal / ____% real
Time horizon: ____ years
Liquidity: € ______ annual distribution / € ______ one-time (date: _______)
Risk profile: _______________
Max drawdown: ____%
Tax status: _______________
ESG: [ ] None [ ] Exclusions [ ] ESG integration [ ] Impact
Benchmark: _______________
Rebalancing: [ ] Calendar (_______) [ ] Threshold (±___%) [ ] Combined
Review: [ ] Quarterly [ ] Semi-annual [ ] AnnualQuality Gate
- Risk profiling covers capacity, tolerance, and requirement
- IPS documents all relevant constraints and objectives
- Capital market assumptions are sourced and documented
- SAA is consistent with risk profile and return requirements
- Asset allocation is diversified across asset classes and geographies
- Rebalancing policy is defined with clear triggers
- Tax implications of allocation are considered (asset location)
- Portfolio is stress-tested through historical scenarios
- Costs (TER, transaction costs) are monitored and minimized
- Review schedule is established and followed
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