Econ Business Cycle Agent Skill

Business Cycle Analysis

Overview

The business cycle describes recurring fluctuations in economic activity: expansion → peak → contraction → trough → expansion. Understanding the current phase helps businesses time investments, manage inventory, and prepare for downturns or recoveries.

Framework

IRON LAW: Cycles Are Inevitable, Timing Is Not Predictable

Business cycles WILL happen — no economy grows forever. But predicting
EXACTLY when a peak or trough occurs is unreliable. Focus on identifying
the CURRENT phase and preparing for the NEXT one, not predicting exact
turning points.

The Four Phases

| Phase | Characteristics | Key Indicators |

|-------|----------------|----------------|

| Expansion | Rising GDP, falling unemployment, growing profits, rising asset prices | PMI > 50, yield curve normal, consumer confidence rising |

| Peak | Economy at maximum output, inflation accelerating, capacity constraints | PMI declining from highs, inflation above target, central bank tightening |

| Contraction | Falling GDP, rising unemployment, declining profits, credit tightening | PMI < 50, yield curve may invert, layoffs increasing |

| Trough | Economy at minimum, excess capacity, low inflation, maximum pessimism | PMI stabilizing, central bank easing, inventories depleted |

Phase Identification Steps

• Check leading indicators: PMI, yield curve, stock market, consumer confidence, building permits
• Check coincident indicators: Industrial production, retail sales, employment
• Check lagging indicators: Unemployment rate, CPI, corporate profits, loan delinquency
• Look for divergence: Leading indicators turning while lagging are still strong = inflection point

Strategic Response by Phase

| Phase | Business Strategy | Financial Strategy |

|-------|------------------|-------------------|

| Expansion | Invest in capacity, hire, launch new products | Lock in fixed-rate debt, build reserves |

| Peak | Reduce inventory, tighten credit terms, prepare cost cuts | Reduce leverage, increase cash position |

| Contraction | Cut costs, preserve cash, acquire distressed assets | Extend debt maturities, negotiate with creditors |

| Trough | Invest counter-cyclically, acquire talent at lower cost | Deploy cash reserves, buy undervalued assets |

Recession Indicators

| Indicator | Signal |

|-----------|--------|

| Inverted yield curve | 10Y-2Y Treasury spread negative → recession in 12-18 months (historically ~80% accurate) |

| Sahm Rule | Unemployment 3-month average rises 0.5%+ from 12-month low |

| 2 consecutive quarters negative GDP | Technical recession (lagging confirmation) |

| Conference Board Leading Index | 6+ months of decline |

Output Format

# Business Cycle Assessment: {Country/Region}

## Current Phase: {Expansion / Peak / Contraction / Trough}

## Evidence
| Category | Indicator | Reading | Signal |
|----------|-----------|---------|--------|
| Leading | PMI | XX | {interpretation} |
| Leading | Yield curve | XX bps | {interpretation} |
| Coincident | Industrial production | X% YoY | {interpretation} |
| Lagging | Unemployment | X% | {interpretation} |

## Phase Progression
{Where we are in the cycle and directional signals}

## Strategic Implications
| Domain | Recommendation |
|--------|---------------|
| Investment | {expand/hold/cut} |
| Hiring | {hire/freeze/reduce} |
| Inventory | {build/maintain/liquidate} |
| Pricing | {raise/hold/discount} |
| Cash management | {deploy/conserve} |

Examples

Correct Application

Scenario: Taiwan economy Q4 2025

• PMI: 48.5 (below 50, declining for 3 months) → Leading: contraction signal
• Consumer confidence: declining → Leading: supports contraction
• GDP: +3.2% YoY → Lagging: still positive
• Unemployment: 3.6% → Lagging: still low

Diagnosis: Likely at or just past Peak, entering early contraction. Leading indicators are negative but lagging indicators haven't caught up yet — classic inflection point ✓

Strategy: Reduce inventory, tighten receivables, build cash position, delay non-essential capex.

Incorrect Application

• "GDP is 3.2% and unemployment is 3.6%, everything is fine" → Only looking at lagging indicators while ignoring leading indicators that signal a downturn. Like driving by looking only in the rearview mirror. Violates Iron Law: cycles are inevitable, prepare for the next phase.

Gotchas

• Yield curve inversion: Historically the strongest recession predictor (~12-18 month lead time), but has produced false positives. Use as one signal among many, not a standalone trigger.
• Policy response changes cycles: Central bank intervention (QE, rate cuts) can shorten contractions or extend expansions. Modern cycles don't follow textbook patterns exactly.
• Sector cycles differ: Tech, real estate, commodities, and consumer staples cycle at different times and amplitudes. Your industry may be contracting while the overall economy expands.
• Global interconnection: Taiwan's cycle is heavily influenced by US demand, China's economy, and the global semiconductor cycle. Domestic indicators alone are insufficient.
• Counter-cyclical opportunity: The best time to invest is often during contraction (low prices, available talent, weakened competitors). But it requires pre-built cash reserves and courage.

References

• For macroeconomic indicators interpretation, see the econ-macro-indicators skill
• For historical Taiwan business cycle data, see references/taiwan-cycles.md