account-research
Research a company or person and get actionable sales intel. Works standalone with web search, supercharged when you connect…
\"Analyze business cycle phases (expansion, peak, contraction, trough) and their implications for business strategy and policy response. Use this skill when the user needs to identify the current economic phase, anticipate cyclical turning points, or adapt business strategy to
Claude Code
$ npx -y skills add charlieviettq/awesome-agent-skill --skill econ-business-cycle --agent claude-code
Codex
$ npx skills add charlieviettq/awesome-agent-skill --skill econ-business-cycle -a codex -y
Cursor
$ npx skills add charlieviettq/awesome-agent-skill --skill econ-business-cycle -a cursor -y
Gemini CLI
$ npx skills add charlieviettq/awesome-agent-skill --skill econ-business-cycle -a gemini-cli -y
GitHub Copilot
$ npx skills add charlieviettq/awesome-agent-skill --skill econ-business-cycle -a github-copilot -y
OpenCode
$ npx skills add charlieviettq/awesome-agent-skill --skill econ-business-cycle -a opencode -y
Windsurf
$ npx skills add charlieviettq/awesome-agent-skill --skill econ-business-cycle -a windsurf -y
name: "\"econ-business-cycle\"" description: "\"Analyze business cycle phases (expansion, peak, contraction, trough) and their implications for business strategy and policy response. Use this skill when the user needs to identify the current economic phase, anticipate cyclical turning points, or adapt business strategy to macroeconomic cycles — even if they say 'are we heading into a recession', 'how should we prepare for a downturn', or 'when will the economy recover'.\"." allowed-tools: Read, Glob, Grep
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.
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.
| 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 |
1. **Check leading indicators**: PMI, yield curve, stock market, consumer confidence, building permits 2. **Check coincident indicators**: Industrial production, retail sales, employment 3. **Check lagging indicators**: Unemployment rate, CPI, corporate profits, loan delinquency 4. **Look for divergence**: Leading indicators turning while lagging are still strong = inflection point
| 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 |
| 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 |
# 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} |**Scenario:** Taiwan economy Q4 2025
**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.
Curated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
Research a company or person and get actionable sales intel. Works standalone with web search, supercharged when you connect…
Evaluate LLM agents and tool-using workflows—task success, tool accuracy, latency/cost, safety, and regression suites. Use when…
Design agent tools and CLI surfaces—schemas, naming, errors, idempotency, and discoverability for LLM callers. Use when defining…
\"Implement and select ad bidding strategies from manual CPC to automated target-CPA and target-ROAS. Use this skill when the…
\"Optimize advertising budget allocation across campaigns using marginal returns analysis. Use this skill when the user needs to…
\"Build CTR prediction models for estimating ad click-through rates from features. Use this skill when the user needs to predict…
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or…
Ask which skill or flow fits your situation. A router over the skills in this repo.