economics-analysis · diff
git:20260619.944b979 to git:20260924.b016647
21 added, 1 removed. Audit B to B.
---
description: Analyze US economic indicators and their impact on markets
---
# 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.
+ 3. **State your data source** — fill in the `Data & Sources` header (next section) so the origin, as-of date, retrieval path, and confidence of every figure are explicit 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 ⚠️ **Live data unavailable.** The following analysis uses training-data estimates which may be significantly out of date.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.
---
+ ## 📋 Data & Sources Header — Open Every Output With It
+
+ The first thing in the output is this provenance block, filled in — never left as placeholders. It is the standard documented on the [Data & Accuracy](https://yennanliu.github.io/InvestSkill/data-and-accuracy.html) page and the first thing `result-validator` looks for:
+
+ ```
+ Data & Sources
+ As of: <date the figures represent, e.g. 2026-06-30>
+ Source: <primary docs — SEC EDGAR 10-K/10-Q, company IR, FRED, exchange data …>
+ Retrieval: <pasted by user | web/tool retrieval | model memory>
+ Confidence: <HIGH | MEDIUM | LOW>
+ ```
+
+ - `Retrieval: model memory` must be paired with `Confidence: LOW` — memory is a placeholder until confirmed against a primary source.
+ - Mixed sources: list each with its own as-of date rather than blending them.
+ - Data the user pasted is reported as `pasted by user`; do not upgrade its confidence beyond what the user's own source supports.
+
+ ---
+
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
| Spread | Definition | Current | 1-Year Avg | 10-Year Avg | Signal |
|---------|-------------------------------------|---------|------------|-------------|--------|
| 2s10s | 10yr Treasury minus 2yr Treasury | | | | |
| 3M10Y | 10yr Treasury minus 3-Month T-Bill | | | | |
| 5s30s | 30yr Treasury minus 5yr Treasury | | | | |
**3M10Y is the historically strongest recession predictor** (NY Fed model is based on this spread).
### Yield Curve Shapes
| Shape | Description | Economic Implication |
|-----------------|-------------------------------------------------|-------------------------------------------------------|
| Normal (Steep) | Long-term rates well above short-term rates | Healthy growth expectations, bank margins expanding |
| Flat | Short and long-term rates near parity | Late-cycle signal, growth slowing, Fed near peak |
| Inverted | Short-term rates above long-term rates | Recession warning — markets pricing in rate cuts ahead|
| Bear Steepening | Both ends rise, long end rises faster | Inflation concern, term premium expanding |
| Bull Steepening | Both ends fall, short end falls faster | Cutting cycle underway, growth relief expected |
### Inversion Duration and Recession Lead Time
Historical precedent for 3M10Y inversion:
| Inversion Duration | Historical Recession Lead Time |
|--------------------|-------------------------------|
| < 3 months | Unreliable signal |
| 3–6 months | 12–18 months typically |
| 6–12 months | 6–15 months typically |
| > 12 months | High 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 Level | Condition | Interpretation |
|----------------|------------|----------------------------------------------------|
| < 100 bps | Normal | Risk appetite healthy, credit markets functioning |
| 100–150 bps | Caution | Stress emerging, watch for tightening conditions |
| > 150 bps | Stress | Credit markets seizing, risk-off, watch equities |
### High Yield (HY) Credit Spreads
| Spread Level | Condition | Interpretation |
|----------------|------------|------------------------------------------------------------|
| < 350 bps | Normal | Benign default environment, strong risk appetite |
| 350–500 bps | Caution | Elevated risk aversion, avoid lower-quality credits |
| > 500 bps | Distress | Recession/financial stress scenario, significant HY risk |
| > 800 bps | Crisis | Systemic 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)
| Economy | Current Phase | GDP Growth | Inflation | Policy Stance | Equity Implication |
|----------------|-----------------------|------------|-----------|---------------|-----------------------------|
| United States | | | | | |
| Eurozone | | | | | |
| China | | | | | |
| Japan | | | | | |
| UK | | | | | |
Economic cycle phases: Early Expansion → Mid Expansion → Late Expansion → Contraction → Recovery
### PMI Comparison Across Major Economies
| Country/Region | PMI Index | Last Reading | Trend | Above/Below 50 |
|----------------|--------------|--------------|-------------|----------------|
| US | ISM Mfg | | | |
| US | ISM Services | | | |
| Eurozone | Markit Mfg | | | |
| Eurozone | Markit Svcs | | | |
| China | Caixin Mfg | | | |
| China | Official PMI | | | |
**Rule**: PMI above 50 = expansion; below 50 = contraction. Composite PMI below 48 for 2+ months is recessionary signal.
### Central Bank Divergence Analysis
| Central Bank | Current Rate | Last Move | Next Expected Move | Cycle 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 Direction | US Multinational Earnings | Commodities | Emerging Markets | Domestic US Small-Caps |
|---------------|--------------------------|-------------|-----------------|------------------------|
| Strengthening (rising DXY) | Headwind (FX translation) | Bearish | Bearish (USD-denominated debt stress) | Relative outperform |
| Weakening (falling DXY) | Tailwind | Bullish | Bullish | Relative 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 Range | Interpretation |
|-------------------|-----------------------------------------------|
| 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
| Zone | Score Range | Interpretation |
|----------------|--------------|-------------------------------------------------------|
| Expansion | 0–25% | Risk-on appropriate; cyclicals, growth outperform |
| Caution | 25–50% | Balanced positioning; reduce cyclical overweights |
| High Risk | 50–75% | Defensive rotation; increase quality, reduce leverage |
| Near-Certain | 75–100% | Full defensive posture; cash, defensives, short vol |
**Historical recession episodes and leading indicators:**
| Recession | Yield Curve Inversion | LEI Decline | Sahm Trigger | S&P 500 Peak-to-Trough |
|---------------|-----------------------|-------------|--------------|------------------------|
| 2001 (Dot-com) | 2000 | Yes | Yes | −49% |
| 2008 (GFC) | 2006–2007 | Yes | Yes | −57% |
| 2020 (COVID) | 2019 | Yes | Yes | −34% |
| 2022–2023 | 2022–2023 | Yes | No (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)
+
+ **Disclaimer:** Educational analysis only. Not financial advice.