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Serennity007Serennity007/invest-skill/skills/economics-analysis/SKILL.md

economics-analysis

Skill0 starsChanged 3 months agoMITView on GitHub

Analyze US economic indicators and their impact on markets

The file

We split this skill into the rules it gives an agent

5 rules. About 0 are common, 5 are distinctive, and 0 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈5

    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
  1. Distinctive:

    Before running any analysis, always retrieve the latest market data for the ticker:

    line 9
  2. Distinctive:

    Never silently substitute training-data estimates for current prices.

    line 18
  3. Distinctive:

    IG/HY spread widening: before equity weakness is a leading warning (credit sees risk first)

    line 155
  4. Distinctive:

    IG vs. HY divergence: If HY widens but IG holds, idiosyncratic credit stress — watch lower-quality equities

    line 157
  5. Distinctive:

    All analysis concludes with this standardized block:

    line 292

≈ “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.

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Files
SKILL.md

US Economics Analysis

⚠️ Data Verification — Do This Before Any Analysis

Before running any analysis, always retrieve the latest market data for the ticker:

  1. Fetch current price — use web search or ask the user for the live price, 52-week range, and market cap. Never assume a price from training data.
  2. Confirm key figures — recent earnings, revenue, key ratios (P/E, P/S, etc.) as applicable to this skill.
  3. State your data source — note where the numbers came from (e.g., "Google Finance, June 19 2026") at the top of the output.
  4. Flag stale data explicitly — if live data is unavailable, display this warning before proceeding:

⚠️ Live data unavailable. The following analysis uses training-data estimates which may be significantly out of date. Verify all prices and metrics before making any decisions.

Never silently substitute training-data estimates for current prices. When in doubt, ask the user to paste the latest quote.


Analyze US economic conditions and their implications for investment decisions.

Key Economic Indicators

  1. Growth Indicators
    • GDP growth rate and components
    • Employment data (NFP, unemployment rate, jobless claims)
    • Consumer spending and retail sales
    • Manufacturing and services PMI
  2. Inflation Metrics
    • CPI (Consumer Price Index)
    • PCE (Personal Consumption Expenditures)
    • PPI (Producer Price Index)
    • Wage growth trends
  3. Monetary Policy
    • Federal Reserve policy stance
    • Interest rates (Fed Funds rate, Treasury yields)
    • Money supply and bank lending
    • Fed meeting minutes and forward guidance
  4. Market Sentiment
    • Consumer confidence indices
    • Business sentiment surveys
    • Credit spreads and risk indicators
    • Market volatility (VIX)
  5. Fiscal Policy
    • Government spending and stimulus programs
    • Tax policy changes
    • Budget deficit and debt levels

Analysis Framework

  • Identify current economic cycle phase
  • Assess policy implications for different sectors
  • Evaluate recession/expansion risks
  • Determine impact on equity, bond, and commodity markets
  • Provide sector rotation recommendations

Yield Curve Analysis

Key Spreads to Monitor

SpreadDefinitionCurrent1-Year Avg10-Year AvgSignal
2s10s10yr Treasury minus 2yr Treasury
3M10Y10yr Treasury minus 3-Month T-Bill
5s30s30yr Treasury minus 5yr Treasury

3M10Y is the historically strongest recession predictor (NY Fed model is based on this spread).

Yield Curve Shapes

ShapeDescriptionEconomic Implication
Normal (Steep)Long-term rates well above short-term ratesHealthy growth expectations, bank margins expanding
FlatShort and long-term rates near parityLate-cycle signal, growth slowing, Fed near peak
InvertedShort-term rates above long-term ratesRecession warning — markets pricing in rate cuts ahead
Bear SteepeningBoth ends rise, long end rises fasterInflation concern, term premium expanding
Bull SteepeningBoth ends fall, short end falls fasterCutting cycle underway, growth relief expected

Inversion Duration and Recession Lead Time

Historical precedent for 3M10Y inversion:

Inversion DurationHistorical Recession Lead Time
< 3 monthsUnreliable signal
3–6 months12–18 months typically
6–12 months6–15 months typically
> 12 monthsHigh confidence; within 12 months

Rule of thumb: Yield curve uninversion (re-steepening after inversion) is often the more immediate warning — recession tends to arrive shortly after the curve re-steepens from inversion.

Fed Rate Cycle Positioning

  • Hiking Cycle: Fed raising rates — short end rises faster, curve flattens/inverts. Growth stocks under pressure.
  • Pause: Fed on hold — curve stabilizes. Markets watch for pivot signals.
  • Cutting Cycle: Fed reducing rates — short end falls faster, curve steepens. Risk-on environment, cyclicals and growth stocks benefit.

Real Yields (TIPS) Analysis

  • Real Yield = Nominal Treasury Yield − Breakeven Inflation Rate (derived from TIPS)
  • Rising real yields: Tighten financial conditions. Negative for long-duration assets (growth stocks, gold, long bonds).
  • Falling real yields: Easier financial conditions. Positive for growth stocks, gold, emerging markets, long bonds.
  • 10-Year Real Yield thresholds: Below 0% is historically accommodative; above 2% is meaningfully restrictive.
  • Breakeven inflation (5-year, 5-year forward): Market's long-run inflation expectation. Persistently above 2.5% signals inflation concern.

Credit Market Indicators

Investment Grade (IG) Credit Spreads (OAS — Option-Adjusted Spread)

Spread LevelConditionInterpretation
< 100 bpsNormalRisk appetite healthy, credit markets functioning
100–150 bpsCautionStress emerging, watch for tightening conditions
> 150 bpsStressCredit markets seizing, risk-off, watch equities

High Yield (HY) Credit Spreads

Spread LevelConditionInterpretation
< 350 bpsNormalBenign default environment, strong risk appetite
350–500 bpsCautionElevated risk aversion, avoid lower-quality credits
> 500 bpsDistressRecession/financial stress scenario, significant HY risk
> 800 bpsCrisisSystemic credit event risk, similar to 2008/2020 episodes

Rule: HY spreads lead equity markets by 2–4 weeks on average. Widening HY spreads while equities hold = warning signal.

TED Spread

  • Definition: 3-Month LIBOR (now SOFR) minus 3-Month T-Bill yield
  • Measures interbank lending stress and counterparty risk appetite in the banking system
  • Normal: < 50 bps
  • Elevated stress: 50–100 bps
  • Crisis signal: > 100 bps (peaked at ~450 bps during 2008 GFC)

MOVE Index (Bond Market Volatility)

  • Bond market equivalent of VIX — measures implied volatility in US Treasury options
  • Normal: 80–100
  • Elevated: 100–130 (policy uncertainty, high rate volatility)
  • Crisis: > 150 (1994, 2008, 2020, 2023 banking crisis)
  • High MOVE compresses equity valuations by increasing discount rates unpredictably.

Credit as a Leading Indicator

  • IG/HY spread widening before equity weakness is a leading warning (credit sees risk first)
  • Spread compression while equities lag = catch-up potential, constructive signal
  • IG vs. HY divergence: If HY widens but IG holds, idiosyncratic credit stress — watch lower-quality equities
  • Leveraged loan market: CLO issuance and leveraged loan spreads reflect private credit conditions

Global Macro Comparison

Economic Cycle Positioning (US vs. EU vs. China)

EconomyCurrent PhaseGDP GrowthInflationPolicy StanceEquity Implication
United States
Eurozone
China
Japan
UK

Economic cycle phases: Early Expansion → Mid Expansion → Late Expansion → Contraction → Recovery

PMI Comparison Across Major Economies

Country/RegionPMI IndexLast ReadingTrendAbove/Below 50
USISM Mfg
USISM Services
EurozoneMarkit Mfg
EurozoneMarkit Svcs
ChinaCaixin Mfg
ChinaOfficial PMI

Rule: PMI above 50 = expansion; below 50 = contraction. Composite PMI below 48 for 2+ months is recessionary signal.

Central Bank Divergence Analysis

Central BankCurrent RateLast MoveNext Expected MoveCycle Phase
Federal Reserve (Fed)
European Central Bank (ECB)
Bank of Japan (BOJ)
Bank of England (BOE)
People's Bank of China (PBOC)

Divergence signals:

  • Fed tightening while ECB/BOJ easing → USD strengthens, EM currencies weaken
  • Synchronized easing → Global risk-on, EM outperforms, commodities bid
  • BOJ policy normalization → JPY strengthens, unwinds carry trades

Dollar (DXY) Strength and Sector Impact

DXY DirectionUS Multinational EarningsCommoditiesEmerging MarketsDomestic US Small-Caps
Strengthening (rising DXY)Headwind (FX translation)BearishBearish (USD-denominated debt stress)Relative outperform
Weakening (falling DXY)TailwindBullishBullishRelative underperform
  • DXY above 105: Meaningful headwind for S&P 500 multinationals (roughly 40% of S&P revenues are foreign)
  • DXY below 95: Significant tailwind, boosts international earnings in USD terms

Emerging Market Vulnerability Indicators

  • EM FX pressure: Current account deficits + elevated external USD debt = vulnerable to dollar strength
  • EM Debt Stress Index: Sovereign spread widening in EM bonds (EMBI+ spread)
  • Capital outflow risks: Rate differential between US and EM narrows during Fed cutting cycles — can reverse
  • China contagion risk: Property sector stress, credit impulse, and stimulus effectiveness
  • Commodity-exporting EMs: Benefit from commodity supercycles; inversely, hurt by USD strength

Recession Probability Scoring

New York Fed Recession Model

Based on the 3M10Y yield curve spread, the NY Fed publishes a monthly recession probability for the next 12 months.

Probability RangeInterpretation
0–10%Expansion — very low recession risk
10–25%Low risk — monitor indicators
25–50%Elevated — caution warranted
50–75%High risk — recession likely within 12 months
> 75%Near-certain — defensive positioning required

Current NY Fed reading: ____%

Conference Board Leading Economic Index (LEI)

The LEI composite combines 10 leading indicators across financial markets, labor, manufacturing, and consumer expectations.

  • Consecutive monthly declines (3+): Strong recession warning
  • Year-over-year decline > 4%: Historically aligned with recessions
  • LEI component breakdown: Manufacturing hours, building permits, consumer expectations, credit spread, yield curve, stock prices, initial jobless claims

Current LEI trend: Rising / Flat / Declining

Sahm Rule

Sahm Rule Indicator = Current 3-month average unemployment rate minus the minimum of the 3-month average unemployment rate over the prior 12 months.

  • Threshold: ≥ 0.5 percentage points = Real-time recession signal with high historical accuracy
  • Triggered in every US recession since 1970
  • Works in real-time without revision lag that affects other indicators

Current Sahm Indicator reading: ____

Custom Composite Recession Probability

Scoring model combining: Yield curve signal + LEI trend + Sahm Rule + Credit spreads + PMI momentum

ZoneScore RangeInterpretation
Expansion0–25%Risk-on appropriate; cyclicals, growth outperform
Caution25–50%Balanced positioning; reduce cyclical overweights
High Risk50–75%Defensive rotation; increase quality, reduce leverage
Near-Certain75–100%Full defensive posture; cash, defensives, short vol

Historical recession episodes and leading indicators:

RecessionYield Curve InversionLEI DeclineSahm TriggerS&P 500 Peak-to-Trough
2001 (Dot-com)2000YesYes−49%
2008 (GFC)2006–2007YesYes−57%
2020 (COVID)2019YesYes−34%
2022–20232022–2023YesNo (so far)−25% (bear market)

Output

Deliver concise economic assessment with:

  • Current economic state summary
  • Key risks and opportunities
  • Sector and asset class implications
  • Investment positioning recommendations

Standard Signal Output

All analysis concludes with this standardized block:

## Thesis Invalidation

After delivering the analysis signal, specify what would reverse it:

**If signal is BULLISH — thesis breaks if:**
- Price closes below the MA200 / key support level identified in this analysis on above-average volume
- yield curve inverts >50bps AND leading indicators fall for 3 consecutive months
- Macro regime shift: Fed pivots hawkish unexpectedly, recession probability >60%

**If signal is BEARISH — thesis breaks if:**
- Price closes above key resistance / MA200 level with volume confirmation
- yield curve normalizes AND PMI recovers above 52 for 2+ months
- Fundamental improvement: surprise earnings beat >20% with guidance raise

**Re-run this analysis when:**
- [ ] Next earnings release
- [ ] Price moves ±15% from current level
- [ ] 60 days have elapsed
- [ ] Material news event (acquisition, leadership change, regulatory decision)

╔══════════════════════════════════════════════╗
║              INVESTMENT SIGNAL               ║
╠══════════════════════════════════════════════╣
║ Signal:      BULLISH / NEUTRAL / BEARISH     ║
║ Confidence:  HIGH / MEDIUM / LOW             ║
║ Horizon:     SHORT / MEDIUM / LONG-TERM      ║
║ Score:       X.X / 10                        ║
╠══════════════════════════════════════════════╣
║ Action:      BUY / HOLD / SELL               ║
║ Conviction:  STRONG / MODERATE / WEAK        ║
╚══════════════════════════════════════════════╝

Score Guide: 8.0–10.0 Strongly Bullish | 6.0–7.9 Moderately Bullish | 4.0–5.9 Neutral | 2.0–3.9 Moderately Bearish | 0.0–1.9 Strongly Bearish Confidence: HIGH (strong data, clear signals) | MEDIUM (mixed signals) | LOW (limited data, conflicting signals) Horizon: SHORT-TERM (1 week–3 months) | MEDIUM-TERM (3 months–1 year) | LONG-TERM (1+ years)

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