# Economic Indicators > A Claude skill from brainbytes-dev/everything-claude-trading. - **Type:** Skill - **Install:** `agentstack add skill-brainbytes-dev-everything-claude-trading-economic-indicators` - **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior - **Seller:** [brainbytes-dev](https://agentstack.voostack.com/s/brainbytes-dev) - **Installs:** 0 - **Category:** [Finance & Payments](https://agentstack.voostack.com/c/finance-and-payments) - **Latest version:** 0.1.0 - **License:** MIT - **Upstream author:** [brainbytes-dev](https://github.com/brainbytes-dev) - **Source:** https://github.com/brainbytes-dev/everything-claude-trading/tree/main/skills/macro/economic-indicators ## Install ```sh agentstack add skill-brainbytes-dev-everything-claude-trading-economic-indicators ``` Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent. ## About # Economic Indicators for Trading ## When to Activate - Interpreting economic data releases and their market implications - Building nowcasting models or tracking economic momentum - Trading around data releases (NFP, CPI, PMI, GDP) - Understanding leading, coincident, and lagging indicator frameworks - Analyzing surprise indices and market reaction patterns ## Core Concepts ### Indicator Classification **Leading Indicators (predict future economic activity):** - **PMI (Purchasing Managers' Index)** — survey-based, 50 = expansion/contraction threshold - ISM Manufacturing PMI: released first business day of month - ISM Services PMI: released third business day of month - Markit/S&P Global PMI: flash estimate mid-month (earlier signal) - Sub-components matter: new orders (most forward-looking), employment, prices paid (inflation signal) - PMI below 50 for 3+ months historically precedes recession - **Yield curve slope** — 3m10Y spread, most reliable recession predictor - **Building permits** — residential construction leads broader economy by 6-12 months - **Initial jobless claims** — weekly, high-frequency labor market signal; sustained rise above 300K signals trouble - **Consumer confidence** — University of Michigan, Conference Board; forward-looking spending intentions - **Stock market** — S&P 500 is officially a leading indicator (part of LEI composite) - **Money supply (M2)** — growth rate leads nominal GDP by 6-18 months **Coincident Indicators (confirm current economic state):** - **Nonfarm Payrolls (NFP)** — gold standard for labor market, released first Friday of month - **Industrial production** — factory output, mining, utilities - **Real personal income** — inflation-adjusted income excluding transfers - **Retail sales** — consumer spending proxy (70% of US GDP) **Lagging Indicators (confirm trends after the fact):** - **Unemployment rate** — peaks after recession ends (lagging by 3-9 months) - **Core CPI** — inflation responds to economic conditions with a lag - **Corporate profits** — reported quarterly, backward-looking - **Average duration of unemployment** — rises after recession, slow to recover - **Bank lending** — credit standards tighten after downturn begins ### Key Indicator Deep Dives **Nonfarm Payrolls (NFP):** ``` Release: First Friday of month, 8:30 AM ET Components that matter: 1. Headline number (consensus vs actual) 2. Prior month revision (often +/- 50K, markets react to direction) 3. Unemployment rate (U-3) and underemployment (U-6) 4. Average hourly earnings (YoY) — wage inflation proxy 5. Average weekly hours — leading indicator within the report 6. Labor force participation rate — structural employment picture Market reaction framework: - Strong NFP + high wages: hawkish (rates up, USD up, stocks mixed) - Strong NFP + moderate wages: Goldilocks (stocks up, USD modest) - Weak NFP + falling wages: dovish (rates down, USD down, stocks mixed) - Weak NFP + rising wages: stagflation concern (stocks down, rates volatile) Typical market impact: - S&P 500: 0.5-1.5% move on significant surprises - 2Y Treasury: 5-15 bps move - EUR/USD: 50-100 pips move ``` **CPI (Consumer Price Index):** ``` Release: ~13th of month, 8:30 AM ET Key measures: 1. Headline CPI (includes food and energy — volatile) 2. Core CPI (excludes food and energy — Fed focus) 3. Supercore (core services ex-housing — Powell's preferred measure) 4. Shelter/OER — largest component (~35%), lags real-time rents by 12 months 5. Trimmed mean CPI (Dallas Fed) — removes outliers for underlying trend Monthly vs annualized: - 0.2% MoM core = ~2.4% annualized (near target) - 0.3% MoM core = ~3.7% annualized (above target) - 0.4%+ MoM core = ~4.9%+ annualized (significantly hot) Market sensitivity: CPI has become the most market-moving release since 2022 inflation surge. Single 0.1% surprise in core can move S&P 500 by 1-2% and 2Y yields by 10-20 bps. ``` **PMI (Purchasing Managers' Index):** ``` Scale: 0-100, 50 = neutral Above 50: expansion Below 50: contraction Above 55: strong expansion Below 45: significant contraction (recession territory) Sub-indices (ISM Manufacturing): - New Orders: most forward-looking, leads headline by 1-2 months - Production: current activity level - Employment: labor market signal - Prices Paid: input cost inflation (leads PPI/CPI) - Supplier Deliveries: supply chain stress (higher = longer delays) - Inventories: stock building vs destocking cycle - New Export Orders: global demand signal Global PMI composite provides real-time GDP proxy: PMI 50 ≈ 0% GDP growth PMI 55 ≈ 3% GDP growth PMI 45 ≈ -2% GDP growth (recession) ``` ### Surprise Indices **Citi Economic Surprise Index (CESI):** ``` Measures: weighted average of data surprises (actual - consensus) Positive: data is beating expectations (economy stronger than expected) Negative: data is missing expectations Trading signal: - CESI rising from negative to positive: risk-on, pro-cyclical assets - CESI falling from positive to negative: risk-off, defensive assets - CESI is mean-reverting: extreme readings tend to reverse within 2-3 months - Not a level indicator — measures second derivative of expectations Limitations: - Consensus estimates adjust over time (expectations catch up to reality) - Mean reversion is mechanical, not predictive - Works better for FX (rate expectations) than equities ``` **Bloomberg Economic Surprise Index:** - Similar concept, different weighting methodology - Available for US, Europe, China, EM ### Nowcasting Models **GDP Nowcasting:** ``` Atlanta Fed GDPNow: - Real-time GDP estimate updated as data releases occur - Mechanical model: no subjective adjustments - Starts inaccurate early in quarter, improves as more data arrives - Useful for tracking direction, not precise level NY Fed Nowcast: - Uses larger dataset, dynamic factor model - Updated weekly - Generally more stable than GDPNow Market application: - Compare nowcast to consensus GDP forecast - If nowcast >> consensus: growth surprise likely, bullish positioning - If nowcast USD supportive - Europe weakening -> ECB likely to cut before Fed - China recovering -> commodity demand positive - Global growth: mixed, not synchronized Trade ideas: 1. Short EUR/USD: Europe/US divergence, rate differential widening 2. Long copper: China demand recovery + constrained supply 3. Overweight US vs European equities: growth differential Monitor: if US PMI breaks below 50, divergence thesis changes ``` ### Example 3: Nowcast vs Consensus Gap ``` Situation: - Q3 GDP consensus: +2.0% annualized - Atlanta Fed GDPNow (8 weeks into quarter): +4.5% annualized - NY Fed Nowcast: +3.8% annualized - Gap: nowcasts are ~2.0% above consensus Interpretation: - High-frequency data is significantly stronger than economists expect - Consensus will likely be revised higher as more forecasters update - GDP release may surprise significantly to the upside Trading implications: - Growth surprise = hawkish for rates (less likely Fed cuts) - Positive for cyclical sectors (financials, industrials) - Negative for long-duration bonds - USD supportive (higher rates, growth differential) Position: overweight cyclicals, underweight duration Monitor: watch for retail sales and industrial production to confirm ``` ## Quality Gate Before trading around economic indicators, verify: - [ ] Release date and time are confirmed (holidays and government shutdowns can delay releases) - [ ] Consensus estimate is from a reliable source (Bloomberg, Reuters) with sufficient forecaster coverage - [ ] Prior revisions are noted — direction of revisions often matters as much as the headline - [ ] Positioning data is checked — CFTC, options positioning, rate expectations via Fed funds futures - [ ] Seasonal adjustment methodology is understood — non-seasonally adjusted data can mislead - [ ] Sub-component analysis is prepared — headline can mask important shifts in composition - [ ] Market reaction function is defined before the release — what will you do in each scenario? - [ ] Risk management is set — stops, position limits, and max drawdown defined for event trades - [ ] Cross-market correlations are mapped — rates, FX, equities, and commodities all react together - [ ] Historical reaction patterns are reviewed — how has the market reacted to similar surprises in the past? ## Source & license This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code. - **Author:** [brainbytes-dev](https://github.com/brainbytes-dev) - **Source:** [brainbytes-dev/everything-claude-trading](https://github.com/brainbytes-dev/everything-claude-trading) - **License:** MIT Install and usage instructions live in the source repository linked above. ## Pricing - **Free** — Free ## Security capabilities Automated source analysis of v0.1.0 — what this tool can access: - **Network access:** no - **Filesystem access:** no - **Shell / process execution:** no - **Environment & secrets:** no - **Dynamic code execution:** no *"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.* ## Versions - **0.1.0** — security scan: passed — Imported from the upstream source. ## Links - Listing page: https://agentstack.voostack.com/l/skill-brainbytes-dev-everything-claude-trading-economic-indicators - Seller: https://agentstack.voostack.com/s/brainbytes-dev - Browse the marketplace: https://agentstack.voostack.com/browse --- Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.