Customization

Before executing, check for user customizations at: ~/.claude/PAI/USER/SKILLCUSTOMIZATIONS/USMetrics/

If this directory exists, load and apply any PREFERENCES.md, configurations, or resources found there. These override default behavior. If the directory does not exist, proceed with skill defaults.

🚨 MANDATORY: Voice Notification (REQUIRED BEFORE ANY ACTION)

You MUST send this notification BEFORE doing anything else when this skill is invoked.

1. Send voice notification:

   curl -s -X POST http://localhost:8888/notify \
     -H "Content-Type: application/json" \
     -d '{"message": "Running the WORKFLOWNAME workflow in the USMetrics skill to ACTION"}' \
     > /dev/null 2>&1 &
   

2. Output text notification:

   Running the **WorkflowName** workflow in the **USMetrics** skill to ACTION...
   

This is not optional. Execute this curl command immediately upon skill invocation.

US Metrics - Economic & Social Indicator Analysis

Purpose: Analyze U.S. economic and social metrics using the Substrate US-Common-Metrics dataset. Provides trend analysis, cross-metric correlation, pattern detection, and research recommendations.

Data Source

All metrics sourced from:

• Location: Configure your data directory path (e.g., ${PAI_DIR}/data/US-Common-Metrics/)
• Master Document: US-Common-Metrics.md (68 metrics across 10 categories)
• Source Documentation: source.md (full methodology)
• Underlying APIs: FRED, EIA, Treasury FiscalData, BLS, Census, CDC, EPA

Workflow Routing

When executing a workflow, output this notification directly:

Running the **WorkflowName** workflow in the **USMetrics** skill to ACTION...

Available Workflows

Workflow	Description	Use When
UpdateData	Fetch live data from APIs and update Substrate dataset	"Update metrics", "refresh data", "pull latest", "update Substrate"
GetCurrentState	Comprehensive economic overview with multi-timeframe trend analysis	"How is the economy?", "economic overview", "get current state", "US metrics analysis"

Workflows

UpdateData

Full documentation: Workflows/UpdateData.md

Purpose: Fetch live data from FRED, EIA, Treasury APIs and populate the Substrate US-Common-Metrics dataset files. This must run before GetCurrentState to ensure data is current.

Execution:

bun ~/.claude/skills/USMetrics/Tools/UpdateSubstrateMetrics.ts

Outputs:

• US-Common-Metrics.md - Updated with current values
• us-metrics-current.csv - Machine-readable snapshot
• us-metrics-historical.csv - Appended time series

Trigger phrases:

• "Update the US metrics"
• "Refresh the economic data"
• "Pull latest metrics"
• "Update Substrate dataset"

---

GetCurrentState

Full documentation: Workflows/GetCurrentState.md

Produces: A comprehensive overview document analyzing:

• 10-year, 5-year, 2-year, and 1-year trends for all major metrics
• Cross-category interplay analysis
• Pattern detection and anomalies
• Research recommendations

Trigger phrases:

• "How is the US economy doing?"
• "Give me an economic overview"
• "What's the current state of US metrics?"
• "Analyze economic trends"
• "US metrics report"

Metric Categories Covered

1. Economic Output & Growth - GDP, industrial production, retail sales
2. Inflation & Prices - CPI, PCE, gas prices, oil prices
3. Employment & Labor - Unemployment, payrolls, jobless claims, quit rate
4. Housing - Home prices, mortgage rates, housing starts
5. Consumer & Personal Finance - Sentiment, saving rate, credit
6. Financial Markets - Interest rates, Treasury yields, volatility
7. Trade & International - Trade balance, USD index
8. Government & Fiscal - Federal debt, budget deficit, spending
9. Demographics & Social - Population, inequality, poverty
10. Health & Crisis - Deaths of despair, air quality, life expectancy

API Keys Required

For live data fetching:

• FRED_API_KEY - Federal Reserve Economic Data
• EIA_API_KEY - Energy Information Administration

Tools

Tool	Purpose
tools/UpdateSubstrateMetrics.ts	Primary - Fetch all metrics, update Substrate files
Tools/FetchFredSeries.ts	Fetch historical data from FRED API
tools/GenerateAnalysis.ts	Generate analysis report from Substrate data

Example Usage

User: "How is the US economy doing? Give me a full analysis."

→ Invoke GetCurrentState workflow
→ Fetch current + historical data for all metrics
→ Calculate 10y/5y/2y/1y trends
→ Analyze cross-metric correlations
→ Identify patterns and anomalies
→ Generate research recommendations
→ Output comprehensive markdown report

Output Format

The GetCurrentState workflow produces a structured markdown document:

# US Economic State Analysis
**Generated:** [timestamp]
**Data Sources:** FRED, EIA, Treasury, BLS, Census

## Executive Summary
[Key findings in 3-5 bullets]

## Trend Analysis by Category
### Economic Output
[10y/5y/2y/1y trends with analysis]
...

## Cross-Metric Analysis
[Correlations, leading indicators, divergences]

## Pattern Detection
[Anomalies, regime changes, emerging trends]

## Research Recommendations
[Suggested areas for deeper investigation]