Skill Reference · Core Stock Analysis
US Economics Analysis
Analyze US economic indicators and their impact on markets
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/us-stock-analysis:economics-analysis AAPL@prompts/economics-analysis.md Evaluate AAPLEvaluate AAPL using the economics-analysis framework⚠️ Data Verification — Do This Before Any Analysis
Before running any analysis, retrieve the latest release of every indicator you use:
- Fetch current readings — use web search or ask the user for the latest value and release date of each indicator (FRED, BLS, BEA, ISM, the Fed). Never assume a reading from training data; indicators are revised and re-released on a schedule.
- Confirm key figures — the policy rate, the 2s10s spread, the latest CPI/PCE, payrolls and unemployment, and PMI, each with its release date.
- State your data source — fill in the
Data & Sourcesheader (next section) so the origin, as-of date, retrieval path, and confidence of every figure are explicit at the top of the output. - 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 The following analysis uses training-data estimates which may be significantly out of date.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 release.
📋 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 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 memorymust be paired withConfidence: 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
-
Growth Indicators
- GDP growth rate and components
- Employment data (NFP, unemployment rate, jobless claims)
- Consumer spending and retail sales
- Manufacturing and services PMI
-
Inflation Metrics
- CPI (Consumer Price Index)
- PCE (Personal Consumption Expenditures)
- PPI (Producer Price Index)
- Wage growth trends
-
Monetary Policy
- Federal Reserve policy stance
- Interest rates (Fed Funds rate, Treasury yields)
- Money supply and bank lending
- Fed meeting minutes and forward guidance
-
Market Sentiment
- Consumer confidence indices
- Business sentiment surveys
- Credit spreads and risk indicators
- Market volatility (VIX)
-
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:**
- yield curve inverts >50bps AND leading indicators fall for 3 consecutive months
- [One or two more triggers drawn from this analysis's own drivers, each with a threshold]
**If signal is BEARISH — thesis breaks if:**
- yield curve normalizes AND PMI recovers above 52 for 2+ months
- [One or two more triggers drawn from this analysis's own drivers, each with a threshold]
**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.