AlpineDataWorks Intelligence Server

List ALL available AlpineDataWorks intelligence indices (id, name, domain, grain, tiers, and the tool name to call). Call this first to discover what you can query.

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Geographic health-risk index for any US ZIP/ZCTA (CDC PLACES, 40 measures). Returns a 0-100 risk score, band, confidence, and the top risk drivers. Pass `zip`.

Age-adjusted adult obesity prevalence index for any US ZIP, city, or county (CDC PLACES 2025). Returns national percentile rank, band, and raw prevalence. Pass `entity` as a 5-digit ZIP, 'City, ST', or 'County Name, ST'.

County-level air-quality index from EPA AQS annual summaries (ADW-308). Returns national percentile rank, band, median AQI, % unhealthy days, and p90 AQI. Pass `county` as a 5-digit county FIPS (e.g. '12011') or 'County Name, ST' (e.g. 'Broward County, FL'). Only EPA-monitored counties (~700-1,000 o

Age-adjusted all-sites cancer incidence index for any US county (ADW-303, USCS SEER+NPCR 2019-2023). Returns national percentile rank, band, rate per 100k, and top cancer sites. Pass `county` as a 5-digit county FIPS (e.g. '12011') or 'County Name, ST' (e.g. 'Lee County, FL'). Coverage: ~3,049 count

Drinking-water contamination index from EPA SDWA health-based violations (ADW-304). Returns national percentile rank, band, and violation rate per public water system. Pass `county` as a 5-digit county FIPS (e.g. '12011') or 'County Name, ST' (e.g. 'Lee County, FL'). Coverage: 3,160 counties.

Composite county mortality risk index (ADW-305) including premature death, suicide, overdose, and inverted life expectancy from County Health Rankings + NCI. Returns national percentile rank and band. Pass `county` as a 5-digit county FIPS (e.g. '12011') or 'County Name, ST' (e.g. 'Lee County, FL').

County-level social determinants of health (SDOH) disadvantage index (ADW-306) from AHRQ. Composite of income, education, housing, food access, insurance, and commute. Returns national percentile rank and band. Pass `county` as a 5-digit county FIPS (e.g. '12011') or 'County Name, ST' (e.g. 'Lee Cou

Returns a 0-100 crypto sentiment and volatility regime index (0.4 sentiment + 0.3 volume momentum + 0.3 volatility adjustment from Alternative.me, CoinGecko, Coinbase, OKX; hourly, history to 2018) with composite_score, sentiment_component, volatility_component, liquidity_depth. Call when the user a

Returns a 0-100 US macro economic health score (Z-scored CPI inflation, unemployment, and GDP growth from FRED/BLS/BEA, monthly history to 1960) with inflation_pressure, labor_market_status, and growth_momentum sub-fields. Call when the user asks about US economic health, recession risk, macro condi

Returns a 0-100 DeFi protocol TVL-driver score (daily DeFiLlama + Etherscan data; TVL/APY divergence logic decomposed by asset type, history to 2018) with primary_driver_label, tvl_delta_usd, apy_trend, and asset_composition. Call when the user asks why a protocol's TVL, total value locked, liquidit

Returns a 0-100 US bank stability and branch coverage index (FDIC BankFind + FRED; branch density and deposit growth scaled by bank failure rate; quarterly since 1976) with stability_index, branch_density_score, and failure_risk_indicator. Call when the user asks about banking system health, bank fa

Returns a 0-100 global real estate affordability score (higher = more affordable; normalized price-to-income and rent-to-income from FRED housing and World Bank data, monthly since 1963) with affordability_score, price_to_income_ratio, rent_to_income_ratio. Call when the user asks about housing affo

Returns a 0-100 renewable-share and grid carbon intensity summary (weighted 24h avg CO2, EIA + Electricity Maps, hourly, history since 1973) with avg_co2_intensity, renewable_share_pct, grid_load_status, and greenness_flag (renewables >50%). Call when the user asks about carbon intensity, grid emiss

Returns a 0-100 global news sentiment and trend velocity index (hourly GDELT, RSS, and CoinDesk tone plus story-volume acceleration, weighted 0.6 Tone + 0.4 Velocity, history to 2015) with sentiment_index, news_velocity, tone_score, and source_diversity_score. Call when the user asks about news sent

Returns a 0-100 AI/software ecosystem health score (daily, reproducible from keyless GitHub REST data: 10-repo AI/ML basket, 0.6 stars-mindshare + 0.4 issue/star engagement) with health_score, primary_driver_label, organic_vs_hype, and basket_total_stars. Call when the user asks whether AI open-sour

Returns a 0-100 global supply chain continuity score (low = acute stress; normalized Freightos FBX and Drewry WCI freight indices plus NY Fed GSCPI z-score, weekly since 1975) with continuity_score, freight_trend, and confidence. Call when the user asks about supply chain stress, container shipping

Returns a 0-100 source quality and freshness index (0.5 freshness + 0.3 completeness + 0.2 stability, computed daily across data.gov, FRED, SEC EDGAR, World Bank) with quality_index, freshness_hours, completeness_pct, stability_score. Call when the user asks about data freshness, staleness, complete

Returns a monthly 0-100 US consumer-credit stress score (FRED card delinquency rate + revolving credit YoY, z-scored vs trailing 36 months; 50=neutral, higher=stress; since 1992) with trend, confidence, stress_level, top_drivers, delinquency_rate_pct, revolving_credit_yoy_pct. Call when the user ask

Returns a 0-100 volatility regime-shift early-warning score for US equities (daily SPY log-returns, 60-day rolling z-score, CUSUM change-point detection, Shannon entropy weighting; 9+ years history) with trend, confidence, top_drivers, ewc_raw, and cusum_statistic. Call when the user asks about mark

Returns a 0-100 fat-tail risk escalation score for US equities (shift in S&P 500/SPY's 20-day tail-exceedance rate beyond 1.5σ vs its 252-day baseline, sigmoid-scaled, refreshed daily) with score, trend, confidence, top_drivers, tail_prob_shift, tail_prob_recent, tail_prob_baseline. Call when the us

Returns a daily 0-100 volatility regime-shift score (10-day OLS slope of SPY 20-day realized volatility, percentile-ranked against a 252-day history) with trend, confidence, top_drivers, realized_vol_20d_ann, and vol_slope_10d. Call when the user asks about volatility regimes, vol expansion or compr

Returns a 0-100 volatility-range expansion score for US equities (SPY daily OHLCV via Stooq; ATR-14 vs ATR-252 baseline, percentile-ranked over 10 years; ratio >1 = expanding) with score, trend, confidence, top_drivers, atr_14d, atr_252d_baseline, price_range_ratio. Call when the user asks about vol

Returns a 0-100 volatility-regime score for SPY (percentile-ranked 60-day rolling tail-variance ratio — share of variance from extreme 20th/80th-percentile daily moves; Stooq OHLCV, daily since 2016) with trend, confidence, top_drivers, ltvr_raw, and realized_vol_20d_ann. Call when the user asks abo

Returns a daily 0-100 return-asymmetry score for US equities (SPY 60-day returns; 90th-percentile upper-tail mean minus 10th-percentile lower-tail mean; 50=symmetric, >50=upside skew) with trend, confidence, top_drivers, tmd_raw, and upper/lower tail means. Call when the user asks about return skewn

Returns a 0-100 promo-elasticity gap score by retail category (realized promotional ROI versus the elasticity-implied maximum, computed daily from POS volume, discount depth, promo calendars, and competitor pricing) with score, trend, confidence, and top_drivers. Call when the user asks about promot

Returns a 0-100 monthly consumer discretionary-squeeze score (YoY Core CPI vs. wage growth divergence, FRED, z-scored vs 36-month window; 50=neutral, higher=squeeze rising) with squeeze_level, trend, real_wage_gap_pct, core_cpi_yoy_pct, wage_growth_yoy_pct. Call when the user asks about consumer spe

Returns a 0-100 demographic-affinity score for retail site selection by US zip code (Census ACS income, age, and household-size data blended with proprietary spending-propensity weights; daily refresh, history to 1987) with score, trend, confidence, and top_drivers. Call when the user asks about whe

Returns a 0-100 supply-chain disruption cost index (stochastic optimization over lead-time volatility, demand variance, and holding costs from trade statistics, shipping indices, and commodity price feeds) with score, trend, confidence, and top_drivers. Call when the user asks about supply-chain dis

Returns a 0-100 supply-chain disruption-risk score (NLP over GDELT-derived news sentiment and official trade alerts, entity-specific risk events weighted into a disruption probability, daily since 1998) with score, trend, confidence, and top_drivers. Call when the user asks about supply-chain risk,

Returns a 0-100 nursing-staff shortage risk score (daily time-series forecast blending real-time hospital admission rates, seasonal patterns since 1948, and BLS local healthcare employment) with score, trend, confidence, and top_drivers. Call when the user asks about hospital staffing gaps, nurse sh

Returns a 0-100 energy-cost volatility index (30-day WTI log-return stdev 70% + 3-month Energy CPI stdev 30%, normalized vs 5-year history; FRED, monthly since 1989) with score, trend, confidence, top_drivers, volatility_level, latest WTI price and 30-day change. Call when the user asks about energy

Returns a 0-100 consumer aspiration-premium index (apparel CPI YoY minus core CPI YoY, z-scored vs 5yr history; FRED, monthly since 1960) with score, trend, confidence, top_drivers, and aspiration_spread_pct. Call when the user asks about brand pricing power, emotional-aspiration vs functional-utili

Returns a 0-100 gas perception-gap score (MoM gasoline CPI vs UMich consumer sentiment, divergence z-scored vs 36-month history; 100=aligned, 0=extreme gap) with trend, confidence, alignment_label, and signed divergence_z_score. Call when the user asks about gas prices vs consumer mood, pump-price s

Returns a 0-100 regional sunlight-deficit wellbeing risk score (NSRDB solar irradiance and NOAA daylight duration mapped against historical mental-health utilization; daily, history to 1966) with score, trend, confidence, and top_drivers. Call when the user asks about seasonal affective risk, winter

Returns a 0-100 monthly brand sentiment-to-sales-volume gap score (UMich consumer sentiment MoM vs FRED retail sales MoM, percentile-ranked over 36 months) with gap_type (hype-trap vs undervalued-utility), trend, confidence, and top_drivers. Call when the user asks about marketing efficiency, high-e

Returns a 0-100 labor-adjacent capacity score (daily cost-differential between permanent hiring and contingent staffing, from BLS data, LinkedIn Economic Graph, Glassdoor wage indices, and internal HRIS hiring velocity and utilization) with trend, confidence, and top_drivers. Call when the user asks

Returns a 0-100 climate-adaptation capex priority score (geospatial flood, wildfire, and heat hazard data from NOAA NCEI, USGS, and the World Bank, combined with asset location and value into a risk-adjusted ROI per intervention) with score, trend, confidence, and top_drivers. Call when the user ask

Returns a 0-100 digital infrastructure load index (monthly FRED series; YoY z-scores: electricity generation 60% + data-processing PPI 40%; >70=high stress) with score, trend, load_level, composite_z_score, and driver YoY rates. Call when the user asks about data center demand, cloud capacity strain

Returns a 0-100 corporate credit-spread stress score (Baa spread and high-yield OAS from FRED, equal-weight z-scores vs a trailing 130-observation window, 50=neutral, monthly since 1953) with trend, confidence, top_drivers, spread_stress_label, baa_spread_pct, hy_oas_bp, and composite_z. Call when t

Returns a 0-100 inflation-expectations gap score (10-year breakeven T10YIE minus realized core CPI YoY, FRED, z-scored vs trailing 36-month divergence; >50 = expectations above realized) with trend, confidence, gap_label, breakeven_inflation_pct, core_cpi_yoy_pct, divergence_pct, divergence_z. Call

Returns a 0-100 yield-curve inversion signal (FRED T10Y2Y and T10Y3M spreads negated, z-scored vs a 130-obs trailing window since 1980; 50=neutral, >50=more inverted than historical average) with trend, confidence, inversion_depth_label, raw spreads, and composite_z. Call when the user asks about yi

Returns a 0-100 US dollar strength score (composite z of FRED broad trade-weighted index DTWEXBGS: level 60%, 30-day momentum 40%; 50=neutral, higher=stronger; monthly, 16.5yr history) with trend, confidence, top drivers, strength_label, latest index, 30-day momentum %, and composite z. Call when th

Returns a 0-100 US consumer savings-rate stress index (FRED PSAVERT personal saving rate, inverted and z-scored vs a trailing 36-month window; >50 = below-average saving, monthly since 1962) with score, trend, confidence, saving_rate_pct, 3-month change, and top drivers. Call when the user asks abou

Returns a 0-100 regulatory compliance risk score by jurisdiction and domain area (NLP over official gazettes, agency publications, and public enforcement databases, weighted by violation frequency and severity) with score, trend, confidence, and top_drivers. Call when the user asks about regulatory

Returns a 0-100 supply-chain diversification score (HHI concentration across supplier spend, sourcing regions, and transport modes; ImportGenius, Panjiva, UN Comtrade, World Bank LPI) with trend, confidence, and top_drivers. Call when the user asks about supplier concentration, single-source risk, r

Returns a 0-100 port-congestion lead-time variance score (daily probabilistic delay distribution built from port-authority AIS vessel arrivals, terminal dwell times, and crane-productivity metrics) with trend, confidence, and top_drivers. Call when the user asks about port congestion, shipping delay

Returns a 0-100 credit-default risk proxy for SMBs that lack public financials or credit-bureau histories (logistic regression over utility payment records, court filings, business registrations, and bank-transaction aggregates; daily refresh) with score, trend, confidence, and top_drivers. Call whe

Returns a 0-100 shelf-share velocity score benchmarking distribution efficiency against category leaders (POS volumes and inventory turnover by SKU and store, normalized to category sales; NielsenIQ/IRI data, daily, history to 1995) with score, trend, confidence, and top_drivers. Call when the user

Returns a 0-100 marketing-mix optimization score by consumer segment (composite of sales volume, price elasticity, and promotion frequency from NielsenIQ/IRI scanner and panel data, daily, history to 1962) with score, trend, confidence, and top_drivers. Call when the user asks about product-price-pr

Returns a 0-100 wage-price spiral risk score (YoY avg hourly earnings + YoY core CPI, FRED, equal-weight z-scores vs 36-month window; >50 = rising risk, monthly) with trend, wages_yoy_pct, core_cpi_yoy_pct, and wages_z/cpi_z to tell wage-led from CPI-led moves. Call when the user asks about wage-pri

Returns a 0-100 US freight and logistics cost pressure index (truck freight PPI YoY plus diesel 4-week change, weighted z-scores vs a 36-month window; FRED, monthly since 2007) with score, trend, confidence, top_drivers, and component z-scores. Call when the user asks about freight rates, trucking c

Returns a 0-100 healthcare cost inflation index (monthly FRED medical CPI vs core CPI year-over-year spread, z-scored over a 36-month window) with score, trend, confidence, medical_cpi_yoy_pct, core_cpi_yoy_pct, healthcare_spread_pct, and top drivers. Call when the user asks about healthcare inflati

Returns a 0-100 auto affordability score (New Vehicle CPI YoY + 48-month auto loan rate z-scores, 0.6/0.4 weighted vs 36-month window, FRED monthly since 1983) with trend, confidence, top_drivers, affordability_label, vehicle_price_z, auto_rate_z, and composite_z. Call when the user asks about car a

Returns a 0-100 food-price pressure score (FRED Food CPI + Farm Products PPI YoY, 0.6/0.4-weighted z-scores vs a 36-month window; monthly since 1950) with trend, confidence, pressure_level, top_drivers, and component YoY/z fields. Call when the user asks about food inflation, grocery or agricultural

Returns a 0-100 US labor-market tightness score (monthly JOLTS job openings ÷ unemployed from FRED, z-scored vs a 36-month window; 50=neutral, higher=tighter) with trend, confidence, tightness_label, openings_to_unemployed_ratio, and raw openings/unemployed counts. Call when the user asks about labo

Returns a 0-100 money-supply momentum index (FRED M2 YoY growth and M2 velocity z-scores, equal-weight composite vs trailing 36-month window, monthly since 1962) with score, trend, monetary_impulse_label, m2_yoy_pct, m2v_level, component z-scores, and top_drivers. Call when the user asks about M2 mo

Returns a 0-100 US productivity-vs-labor-cost index (FRED nonfarm output per hour OPHNFB vs unit labor costs ULCNFB, z-score spread over a 36-quarter window, quarterly since 1949; >50 = productivity leading) with score, trend, confidence, top_drivers, productivity_yoy_pct, ulc_yoy_pct, and z-scores.

Returns a 0-100 mortgage-market stress score (equal-weight z-scores of FRED 30-year mortgage rates and single-family serious delinquencies, monthly since 1995; higher = more stressed) with trend, confidence, health_label, top_drivers, and rate/delinquency percentages. Call when the user asks about m

Returns a 0-100 commercial real estate lending stress score (FRED bank CRE loan delinquency rate, 70/30 level-plus-momentum z-score blend, quarterly since 1992) with stress_label, trend, confidence, top_drivers, delinquency rate, and momentum/composite z-scores. Call when the user asks about CRE str

Returns a 0-100 US air-travel recovery index (TSA checkpoint passenger volumes, tsa.gov keyless; 30-day mean vs 365-day baseline, weekly since 2019) with score, trend, confidence, top_drivers, recovery_ratio, current/baseline means, latest daily count. Call when the user asks about air travel demand

Returns a 0-100 US tourism-demand pulse (TSA checkpoint passenger volumes, weekly; blends 30-day throughput level vs 7-year history with 30d-vs-prior-30d momentum) with score, trend, confidence, top_drivers, throughput_level_pct, momentum_30d_pct, and momentum_ratio. Call when the user asks about US

Returns a 0-100 US climate-disaster cost-trend score (z-score of latest annual billion-dollar-disaster costs vs 1980-present NOAA NCEI history) with trend, confidence, top_drivers, cost z-score, percentile rank, and latest vs trailing-10yr mean cost ($B). Call when the user asks about climate disast

Returns a 0-100 stablecoin-flow momentum score (30-day change in total stablecoin supply from DeFiLlama, percentile-ranked against 8.5 years of daily history; low = supply contracting, high = expanding; hourly) with trend, confidence, top_drivers, supply in $B, and 30d change %. Call when the user a

Returns a 0-100 DeFi liquidity breadth score (count of top-20 chains with TVL above $100M, DeFiLlama data, percentile-ranked vs 8.7 years of daily history, hourly refresh) with trend, confidence, top drivers, chains-above-floor count, 30-day mean/change, and percentile rank. Call when the user asks

Returns a 0-100 developer momentum score for TypeScript, Python, Rust, and Go (30-day new-repo creation via GitHub Search API, normalized to a 100k ceiling; hourly, history since 2016) with trend, confidence, top_drivers, per_language breakdown, and total_new_repos_30d. Call when the user asks about

Returns a 0-100 Bitcoin whale-flow pressure score (weekly composite z-score of large-holder accumulation vs. distribution; above 65 signals accumulation, below 40 distribution) with trend, percentile, top_drivers, confidence, and source_lineage. Call when the user asks about BTC whales, large holder

Returns a 0-100 metals-complex stress score (weekly composite z-score of gold volatility, momentum, and the gold/silver ratio; ~20yr history since 2006) with an IOM carrying top_drivers and source_lineage. Call when the user asks about gold, silver, precious-metals stress, safe-haven conditions, or

Returns a 0-100 US live air-traffic density score (composite z-score of OpenSky airborne aircraft count, altitude mix, and US airspace share; weekly, history since 2003) as an IOM with source_lineage and methodology_version for audit trails. Call when the user asks about air traffic volume, flight a

Returns a 0-100 travel-demand and safety-openness index (weekly composite z-score of State Department advisory levels and bulletin severity, history to 1973) with score, trend, confidence, and auditable source lineage. Call when the user asks about global travel demand, tourism outlook, travel safet

Returns a 0-100 energy-transition demand score (weekly composite z-score of EIA renewable-generation share, 51-year history since 1975) with trend, percentile, confidence, and methodology_version. Call when the user asks about renewable share growth, clean energy adoption, solar/wind expansion, or d

Returns a 0-100 US petroleum inventory tightness score (composite z-score of EIA weekly petroleum stocks, weekly refresh, history since 1950; 100 = tightest on record) with an IOM field. Call when the user asks about crude oil inventories, petroleum stocks, EIA stock draws or builds, energy supply t

Returns a 0-100 renewable-capacity growth momentum score (composite z-score of EIA renewable capacity data, weekly, history since 1975) with percentile rank, trend, confidence, source_lineage, and methodology_version. Call when the user asks about renewable capacity growth, clean-energy buildout, so

Returns a 0-100 US Community Health Index (CDC PLACES chronic-disease composite z-score, 100 = healthier, annual series since 1958) with index values, vintage dates, and methodology_version. Call when the user asks about population health, chronic disease burden, community wellness, or how healthy t

Returns a 0-100 US behavioral-health stress score (annual composite z-score of CDC PLACES mental-distress and depression prevalence, history to 1951) with value, confidence, and source_lineage fields to separate real signal from small-area estimation noise. Call when the user asks about mental-healt

Returns a 0-100 weekly Drug-Safety Index (composite z-score of openFDA serious adverse-event reports since 1996; 100 = safer, lower = surging serious events) with score, trend, top_drivers drug categories, and methodology_version for reproducible regulatory data pulls. Call when the user asks about

Returns a 0-100 US healthcare-access gap index (composite z-score of BRFSS uninsured rates, cost-barrier-to-care prevalence, and no-usual-provider rates; annual since 2011) with top_drivers decomposition, source_lineage, and methodology_version. Call when the user asks about healthcare access gaps,

Returns a 0-100 US clinical-trial pipeline activity score (composite z-score of ClinicalTrials.gov active trial volume, phase distribution, and registration momentum; weekly since 2000) with top_drivers by trial phase (late-stage Phase 3 vs early Phase 1), percentile, and methodology_version. Call w

Returns a 0-100 US infectious-disease burden score (composite z-score of CDC NNDSS notifiable-disease case counts across a multi-disease basket with year-over-year momentum) with IOM top_drivers, source_lineage, and methodology_version. Call when the user asks about notifiable-disease burden, outbre

Returns a 0-100 federal-spending momentum score (weekly composite z-score of USAspending award and obligation flows, history to 1949) with score, trend direction, source lineage, and methodology version. Call when the user asks about federal spending acceleration, government outlays, budget momentum

Returns a 0-100 federal regulatory-activity index (composite z-score of Federal Register rule/notice volume and trend, weekly, 31-year history) with score, trend, and pinned methodology_version. Call when the user asks about federal rulemaking pace, regulation volume, Federal Register activity, agen

Returns a 0-100 US research-output momentum score (composite z-score of OpenAlex publication trends, a patent-pipeline proxy; annual history to 1983) with the IOM index value; below 50 means output contracting vs. its own history. Call when the user asks about US research acceleration, scientific pu

Returns a 0-100 global seismic-activity index (daily composite z-score of USGS M4.5+ earthquake energy, event count, and shallow-focus share; 10.5-year history) with score, percentile, trend, top_drivers, and source_lineage. Call when the user asks about earthquake activity, seismic risk, tremors, o

Returns a 0-100 geomagnetic activity risk score (daily composite z-score of NOAA SWPC planetary Kp peak, mean, and trend; 10-year history) with score, percentile, trend, and methodology_version. Call when the user asks about space weather, geomagnetic storms, Kp index, solar storms, or aurora condit

Returns a 0-100 global stability score for the world news climate (daily composite z-score of GDELT event tone and conflict-event share since 1993; 100 = fully stable) with trend, percentile, top_drivers, and GDELT source lineage. Call when the user asks about geopolitical risk, global instability,

Returns a 0-100 US water-stress index for major river basins (weekly USGS streamflow vs. normal across a 10-gauge sample, z-scored composite, history since 1975) with score, trend, percentile, top_drivers gauges, and source_lineage. Call when the user asks about drought, streamflow, river basin cond

Returns a 0-100 composite air-quality index for major US metros (daily Open-Meteo US-AQI readings across a metro sample, z-scored against history since 1990) with current score, percentile, trend history, and source lineage. Call when the user asks about air pollution, smog, AQI, PM2.5, wildfire smo

Returns a 0-100 US banking-sector deposit-runoff velocity score (z-score of QoQ uninsured-deposit change over total assets, 20-quarter window, FDIC BankFind Call Report data, monthly) with runoff_velocity_score, stressed_bank_pct, and sector_zscore. Call when the user asks about bank runs, deposit f

Returns a 0-100 Treasury auction tail stress score (tail_bps z-score minus bid-to-cover z-score, 104-week rolling window by tenor; weekly from US Treasury Fiscal Data since 2001; higher = weaker auction demand) with auction_stress_score, tail_bps, and bid_to_cover_z. Call when the user asks about Tr

Returns a 0-100 SEC-filing tone-divergence score (Loughran-McDonald negative-word density gap between Risk Factors and MD&A sections, z-scored weekly from EDGAR full-text since 2016) with divergence_score, risk_neg_density, and mda_neg_density. Call when the user asks about filing sentiment, 10-K/10

Returns a 0-100 financial-stress persistence score (weekly; 20-day OFR Financial Stress Index persistence ratio x inverted-curve weight; spans five asset classes unlike equity-only VIX) with persistence_score, fsi_20d_avg, and yield_slope. Call when the user asks about transient vs. persistent marke

Returns a 0-100 bank NIM compression score (asset-weighted z-score of QoQ net interest margin change from FDIC call reports, 20-quarter window, monthly since 1982) with nim_compression_score, sector_nim, and nim_zscore. Call when the user asks about bank net interest margins, sector margin squeeze,

Returns a 0-100 counterparty ownership-complexity score (GLEIF LEI relationship-graph depth and breadth composite, weekly; higher = more opaque) with complexity_score, ownership_depth, and relationship_count. Call when the user asks about counterparty legal-entity structure, beneficial ownership opa

Returns a 0-100 US federal regulatory-change intensity score (share of CFR titles amended in the trailing 90 days, eCFR Versioner API, weekly since 1995) with regchange_score, titles_amended_90d, and recent_share. Call when the user asks about regulatory churn, rulemaking or deregulation activity, C

Returns a 0-100 global trade-disruption signal (GDELT news volume on tariffs, sanctions, and export bans; recent 3-day vs 30-day baseline, hourly) with disruption_score and recent_vs_baseline_ratio. Call when the user asks about tariff escalation, sanctions, export bans, trade wars, or supply-chain

Returns a 0-100 federal prime-contract award momentum score (USAspending.gov top-100 obligated dollars, recent 45-day vs prior 45-day, weekly) with award_momentum_score and recent_vs_prior_ratio. Call when the user asks about federal procurement trends, government contract awards accelerating or slo

Returns a 0-100 US Corn Belt precipitation/soil-moisture stress score (weekly NASA POWER agroclimatology since 1981; 0.55*precip-deficit-vs-30d + 0.45*root-moisture-deficit) with stress_score, precip_deficit, root_moisture_deficit. Call when the user asks about Corn Belt drought, corn crop stress, s

Returns a 0-100 global seismic energy-release intensity score (log10 of summed seismic-moment proxy 10^1.5M over M4+ events, rolling 7 days; USGS FDSN, hourly, history to 1960) with intensity_score, max_magnitude_7d, and m4plus_count. Call when the user asks about earthquakes, seismic activity, quak

Returns a 0-100 renewable resource availability score for the ERCOT/Texas grid (equal-weighted wind and solar availability from the 48-hour Open-Meteo forecast, refreshed hourly — forward-looking, not lagged capacity factors) with availability_score, avg_wind, and avg_radiation. Call when the user a

Returns a 0-100 FDA drug-recall velocity score (trailing 90-day count of Class-I recalls, the most severe, life-threatening category, from openFDA Drug Enforcement, refreshed weekly) with recall_velocity_score and class_I_90d. Call when the user asks about FDA drug recalls, Class-I enforcement accel

Returns a 0-100 food-recall safety signal (scaled count of FDA Class-I food recalls in the trailing 90 days, openFDA Food Enforcement, weekly, history since 2012) with safety_signal_score and class_I_90d. Call when the user asks about food recalls, accelerating recall enforcement, food safety, conta

Returns a 0-100 US dollar broad-strength score (ICE DXY geometric formula, 6-currency fixed weights on live spot rates, hourly, history to 1999) with dxy_proxy_score, dxy_proxy, and eurusd fields. Call when the user asks about dollar strength or weakness, DXY, the dollar index, EUR/USD, exchange rat

Returns a 0-100 US power-grid outage stress score (log10 of total customers without power across counties, 10M out = 100; federal DOE EAGLE-I/ORNL ODIN feed, hourly) with outage_stress_score, total_customers_out, and counties_affected. Call when the user asks about power outages, blackouts, grid str

Returns a 0-100 US airspace disruption index (hourly FAA ASWS airport status; ground stops and closures weighted 3x, delays 2x, plus breadth of airports affected) with disruption_score, ground_stops, and airports_affected. Call when the user asks about flight delays, ground stops, airport closures,

Returns a 0-100 US severe-weather hazard load score (severity-weighted active NWS alerts: Extreme 4/Severe 3/Moderate 2/Minor 1, scaled; hourly, 10-year history, mean ~30, 60+ = elevated) with hazard_load_score, extreme_alerts, severe_alerts. Call when the user asks about storm severity, weather ale

Returns a 0-100 global trade-openness score (scaled YoY change in World Bank world trade as % of GDP, monthly, since 1958) with openness_score, trade_pct_gdp, and yoy_change. Call when the user asks about globalization, deglobalization, trade expansion or contraction, tariffs, or supply-chain shifts

Returns a 0-100 US Gulf Coast flood-risk score (scaled peak-vs-current 7-day GloFAS river-discharge ratio via Open-Meteo Flood, daily, 10y history) with flood_risk_score, peak_vs_current, and peak_discharge. Call when the user asks about Gulf Coast flooding, river discharge, rising water levels, or

Returns a 0-100 US labor-market stress score (monthly BLS unemployment rate: 50% level-stress vs a 3.5% full-employment floor, 50% 3-month trend deterioration; history since 1975) with stress_score, unemployment_rate, and change_3mo. Call when the user asks about unemployment, jobless trends, layoff

Returns a 0-100 US housing-starts momentum score (monthly FRED HOUST residential construction data since 1962, recent value vs trailing-mean percent deviation) with momentum_score, recent_value, and deviation_pct. Call when the user asks about housing starts, homebuilding, whether US housing constru

Returns a 0-100 US retail-sales momentum score (monthly FRED RSAFS; recent value vs trailing-mean % deviation, scaled; history to 1995) with momentum_score, recent_value, and deviation_pct. Call when the user asks about US consumer spending, retail sales trends, or whether consumer demand is acceler

Returns a 0-100 US industrial-production momentum score (FRED INDPRO, recent value vs trailing-mean % deviation, monthly since 1922) with momentum_score, recent_value, and deviation_pct. Call when the user asks about US industrial output acceleration, manufacturing activity, factory production trend

Returns a 0-100 US consumer-sentiment momentum score (FRED UMCSENT, University of Michigan survey, monthly since 1966; recent value vs trailing-mean % deviation, scaled) with momentum_score, recent_value, and deviation_pct. Call when the user asks about US consumer sentiment improving or deteriorati

Returns a 0-100 US jobless-claims stress score (FRED ICSA weekly initial unemployment claims, recent vs trailing-mean % deviation, scaled; higher = more labor stress) with momentum_score, recent_value, and deviation_pct. Call when the user asks about initial jobless claims, unemployment filings, lay

Returns a 0-100 US nonfarm-payrolls momentum score (FRED PAYEMS recent job growth vs trailing-mean % deviation, monthly since 1942) with momentum_score, recent_value, and deviation_pct fields. Call when the user asks about US job creation accelerating or slowing, employment growth, hiring momentum,

Returns a 0-100 US building-permits momentum score (FRED PERMIT, recent vs trailing-mean % deviation, monthly since 1964) with momentum_score, recent_value, and deviation_pct. Call when the user asks about building permits, housing starts, homebuilding activity, residential construction momentum, or

Returns a 0-100 US durable-goods orders momentum score (FRED DGORDER, monthly; recent vs trailing-mean % deviation, scaled; history since 1996) with momentum_score, recent_value, and deviation_pct. Call when the user asks about business capex acceleration, capital spending, manufacturing demand, fac

Returns a 0-100 US consumption momentum score (monthly FRED PCE; recent value vs trailing-mean % deviation, scaled; history to 1962) with momentum_score, recent_value, and deviation_pct. Call when the user asks about US consumer spending, personal consumption expenditures, PCE, household spending tr

Returns a 0-100 US vehicle-sales momentum score (FRED TOTALSA monthly SAAR, recent vs trailing-mean % deviation, history to 1979) with momentum_score, recent_value, and deviation_pct. Call when the user asks about US auto demand, car or vehicle sales trends, consumer autos, or the auto cycle, or whe

Returns a 0-100 US federal rulemaking-pace index (Federal Register published-rule counts, 30-day vs rolling-90-day ratio, final rules weighted over proposed; daily since 1988) with an IOM carrying score, historical percentile, source lineage, and methodology version. Call when the user asks about re

Returns a 0-100 US labor market tightness score (BLS JOLTS job openings per unemployed worker, normalized 2020 trough to 2022 peak; monthly since 2005) with tightening/loosening trend, percentile, top_drivers (openings-side vs unemployment-side), and source lineage. Call when the user asks about lab

Returns a 0-100 US commercial energy price elevation index (weekly EIA data; z-scored commercial electricity 60% + natural gas 40% vs 30-year norms; 50 = normal) with score, top_drivers, confidence, and methodology_version. Call when the user asks about commercial electricity rates, natural gas cost

Returns a 0-100 US infrastructure investment velocity score (Census construction value-in-place via FRED; equal-weight total and public spend, YoY plus 3-month momentum; above 50 = accelerating; monthly since 1996) with top_drivers splitting private vs public drag and source_lineage to the primary r

Returns a 0-100 global liquidity stress index (weekly composite z-score: Chicago Fed NFCI 60%, Fed balance sheet WALCL 25%, reverse-repo RRP 15%; 50 neutral, higher = tighter; 10y history) with score, trend, percentile, and source_lineage. Call when the user asks about liquidity stress, financial co

Returns a 0-100 US freight activity and regulatory-demand index (recent-3mo vs trailing-baseline z-scores of ATA truck tonnage, BTS Transportation Services Index, and cross-border truck crossings, weighted 45/35/20, monthly since 2000) with score, percentile, trend, top_drivers, and source_lineage.

Returns a 0-100 software supply-chain vulnerability pressure index (per-package CVSS3 sums over recent npm and PyPI GA releases via deps.dev, max-normalized, basket mean) with weekly history, top_drivers identifying pressure-driving packages, and audit-ready source lineage. Call when the user asks a

Returns a 0-100 pharma/device industry physician-payment intensity score (annual CMS Open Payments record counts vs 3-year baseline mean, since 1950) with trend, top_drivers by payment category (consulting, research, education), and source_lineage. Call when the user asks about drug or device compan

Returns a 0-100 US raw-material production stress score (half output leg, half price leg: mining/raw-materials output momentum plus industrial-commodity PPI surge, z-scored monthly FRED data since 1916) with confidence, top_drivers flagging output-led vs price-led stress, and source_lineage. Call wh

Returns a 0-100 US labor-market cooling signal (weighted momentum vs. baseline across unemployment rate, initial jobless claims, quits, and hires; monthly since 1968) with score, percentile, trend, and top_drivers decomposing the deterioration pathway. Call when the user asks about labor market cool

Returns a 0-100 Euro-Area fiscal sustainability gap score (0.6×debt/GDP vs the 60-120% Maastricht band + 0.4×deficit/GDP vs 0-6%, quarterly Eurostat EDP data since 1995) with confidence, top_drivers decomposition, and source_lineage. Call when the user asks about eurozone sovereign debt, government

Returns a 0-100 US supply-chain geopolitical risk index (China import share 40% plus import-flow and trade-balance z-scores; monthly FRED/BEA bilateral trade data since 2002) with score, trend, top_drivers, and source_lineage. Call when the user asks about supply chain risk, China dependence, decoup

Returns a 0-100 Clinical Trial Complexity Index (weighted shares of late-phase, large-enrollment, industry-sponsored, RCT, and blinded trials in ClinicalTrials.gov active/recruiting snapshots; 50=baseline, monthly since 2010) with score, trend, top_drivers, and methodology_version. Call when the use

Returns a 0-100 food price shock severity score (IMF global food index, US food CPI, and farm PPI blended 40/40/20 on year-over-year and 3-month momentum, monthly since 1947) with percentile rank, trend, top_drivers, and FRED source_lineage. Call when the user asks about food inflation, grocery or c

Returns a 0-100 US volcanic alert pressure index (USGS HANS alert weights WARNING=100/WATCH=66/ADVISORY=33, summed and normalized to a 5-volcano baseline; daily, 10-year history) with score, elevated volcano names, and methodology version. Call when the user asks about volcano alerts, volcanic activ

Returns a 0-100 Drug Labeling Volatility Index (rolling 12-month openFDA drug label counts vs prior 12-month baseline; 50 = neutral 10% YoY; monthly since 1972) with score and source_lineage (openFDA effective_time window). Call when the user asks about FDA drug label changes, labeling activity acce

Returns a 0-100 sovereign debt refinancing pressure score (U.S. Treasury auction bid-to-cover and bidder-class participation, normalized over 40 years since 1985) with pressure_score, bid_to_cover_trend, dealer_takedown_share, indirect_bidder_share, confidence, and methodology_version. Call when the

Returns a 0-100 US marine and port freight cost-pressure score (variance of vessel AIS dwell-time distributions at US ports, percentile-ranked against 17.6 years since 2008) with cost_pressure_score, dwell_variance, dwell_time_median, trend_direction, confidence, and methodology_version. Call when t

Returns a 0-100 US power-grid capacity-utilization stress score (regional load pressure inferred from cloud-provider region-uptime logs, history to 1976) with stress_score, region_scores, load_pressure, capacity_margin, trend_direction, confidence, and methodology_version. Call when the user asks ab

Returns a 0-100 pharma patent-exclusivity velocity score (speed of first-generic entry after patent and exclusivity expiry, computed from FDA Orange Book approval records) with median_days_to_first_generic, anda_approvals_trailing_12m, velocity_trend, and methodology_version. Call when the user asks

Returns a 0-100 US residential electricity cost-barrier score (price-per-kWh history since 1978, percentile-normalized, plus municipal charging-station permit friction as a driver) with barrier_score, price_percentile, yoy_price_change, permit_friction, drivers, confidence, and methodology_version.

Returns a 0-100 US semiconductor fab-utilization tightness score (capacity strain plus single-region dependency risk, with export-control enforcement inputs; history to 1976) with tightness_score, capacity_strain, single_region_dependency, confidence, and methodology_version. Call when the user asks

Returns a 0-100 US commercial-liability premium-volatility score (spike detection over 27 years of annual premium-change data since 1999) with volatility_score, premium_change_yoy, spike_flag, trend_direction, and methodology_version. Call when the user asks about insurance hard markets, liability p

Returns a 0-100 Colorado River Basin water-stress score (corporate water-risk disclosures benchmarked against local basin supply conditions, since 2010) with stress_score, supply_pressure, percentile_rank, trend_direction, confidence, and methodology_version. Call when the user asks about Colorado R

Returns a 0-100 US federal budget deficit stress score (monthly federal receipts vs. outlays, z-scored against 45.8 years of history since FY1981) with stress_score, revenue_trend, spending_trend, historical_percentile, confidence, and methodology_version. Call when the user asks about the federal d

Returns a 0-100 AI energy-intensity score (data-center PUE trends vs compute-throughput growth, tracking energy-per-token direction) with trend, confidence, ranked top_drivers, methodology_version, and freshness. Call when the user asks about AI energy costs, energy-per-token, GPU power efficiency,

Returns a 0-100 supply-chain modal-shift score (rail-to-truck cargo rebalancing inferred from AIS-observed freight flows, time series to 2001) with truck_share_delta, shift_velocity, disruption_flag, confidence, and methodology_version. Call when the user asks about rail strikes, trucking capacity,

Returns a 0-100 US cooling-demand grid-stress index (smart-grid load anomalies fused with satellite land-surface-temperature anomalies, seasonal baseline back to 1895) with stress_score, load_anomaly, lst_anomaly, transformer_risk_flag, confidence, and methodology_version. Call when the user asks ab

Returns a 0-100 US student-loan servicer complaint-velocity score (NLP-severity-weighted daily complaint flow from the CFPB complaint database, history to 2012) with severity_index, severity_trend, complaint_count, servicer_breakdown, and methodology_version. Call when the user asks about servicer q

Returns a 0-100 EU-ETS carbon price pressure score (CBAM proxy: import declarations reconciled against EU CBAM Registry compliance, deficits by sector) with pressure_score, sector_deficits, deficit_trend, as_of, confidence, and methodology_version. Call when the user asks about EU carbon prices, CBA

Returns a 0-100 US commercial insurance renewal spike score (year-over-year premium change computed from carrier renewal quote aggregates, 27 years of history) with premium_yoy_pct, spike_flag, trend_direction, history_percentile, confidence, and methodology_version. Call when the user asks about co

Returns a 0-100 US consumer-loan delinquency stress score (z-scored composite of EIA consumer-survey and utility-payment stress indicators, history to 1988) with stress_score, acceleration, percentile_rank, confidence, and methodology_version. Call when the user asks about consumer credit stress, de

Returns a 0-100 US healthcare administrative-overhead gap index (CMS Medicare provider cost and utilization data; administrative-cost growth vs. care-delivery growth, time series to 2009) with gap_index, admin_burden_trend, percentile_rank, confidence, and methodology_version. Call when the user ask

Returns a 0-100 US student-loan refinance exhaustion score (refinancing-capacity depletion and its momentum, from Federal Reserve Student-Loan Data Portal series, history to 2007) with exhaustion_score, momentum, default_velocity, confidence, and methodology_version. Call when the user asks about st

Returns a 0-100 Bitcoin network-activity index (daily z-score composite of on-chain transaction count, transfer volume, and fees; 50 = normal, history to the 2009 genesis block) with score, trend, top_drivers, confidence, and methodology_version. Call when the user asks whether Bitcoin on-chain acti

Returns a 0-100 climate loss pressure score by state (z-scored 90-day FEMA disaster-declaration frequency vs. a 12.5-year baseline, refreshed daily) with climate_loss_score, z_score, recent_90d_count, top_state_recent, and top_incident_type_recent. Call when the user asks about flood or disaster los

Returns a 0-100 regulatory-burden score for the U.S. financial sector (type-weighted Federal Register rulemaking volume, trailing 90 days, history to 1995) with weighted_current, weighted_prior, and current_90d_rules/proposed_rules/notices counts plus prior_90d_* baselines. Call when the user asks a

Returns a 0-100 textile and apparel input cost-pressure score (price momentum of BLS PPI raw cotton WPU015 and processed yarns WPU032, daily via FRED, history to 1976) with cotton_sub_score, cotton_ppi_yoy_pct, cotton_ppi_mom3_pct, textile_yarn_ppi_latest, and weight_note. Call when the user asks ab

Returns a 0-100 seismic-catastrophe risk pulse (global M5.5+ earthquake frequency plus energy release from keyless USGS data, z-scored vs a trailing baseline, refreshed daily) with risk_pulse_score, risk_level, energy_z_score, count_z_score, composite_z_score, and window metadata. Call when the user

Returns a 0-100 open-source dependency risk score (release-cadence variability and yanked-release rates across a top-PyPI-package basket, daily since 2015) with risk_level, packages_analyzed, avg_yanked_release_rate_pct, avg_cadence_cv, and per-package package_detail. Call when the user asks about o

Returns a 0-100 essentials-wage subscore and cross-signal regime (YoY average-hourly-earnings growth across four BLS CES sectors crossed against openFDA MAUDE adverse-event surge) with regime, essentials_wage_yoy_pct, wage_subscore, device_event_surge_ratio, and recent/prior report counts. Call when

Returns a 0-100 grid heating-stress score (NOAA heating-degree-days z-scored against a multi-decade baseline, cross-read with EIA commercial electricity retail sales) with stress_score, stress_level, hdd_zscore, hdd_latest_value, hdd_baseline_mean, and data-month fields. Call when the user asks abou

Returns a 0-100 agricultural water-stress read (USGS daily well depth-to-water Z-scores crossed with NOAA national cooling-degree-day anomalies) with groundwater_score, groundwater_mean_z, wells_analyzed, well_detail, cdd_anomaly_score, cdd_z_score, and cdd_target_month/year. Call when the user asks

Returns a 0-100 food-insecurity pulse score (population-weighted momentum in insufficient-food-consumption prevalence across 24 WFP HungerMap countries vs each country's trailing 60-90-day baseline) with current and baseline prevalence, z_score, most_affected_adm0_id, and countries_analyzed. Call wh

Returns a 0-100 software-supply-chain risk-momentum score (18 top npm/PyPI packages' OSV.dev vulnerabilities, recent 90 days z-scored vs the prior eight 90-day windows; 50 = baseline, higher = accelerating) with vulnerability_density_score, risk_level, basket_z, and recent_vulns_90d. Call when the u

Returns a 0-100 Superfund contamination-load score (EPA SEMS status-change velocity — NPL proposals, deletions, withdrawals, NFRAP determinations — z-scored vs a trailing 100-day baseline) with recent_100d_status_changes, z_score, active_final_npl_site_count, and top_epa_region_recent. Call when the

Returns a 0-100 pharmacogenomic adoption-momentum score (CPIC/ClinPGx drug-gene pair, allele, and dosing-recommendation change events z-scored against a trailing-year baseline) with pgx_adoption_score, z_pair_change_events, current_active_pairs, current_guidelines, and top_change_type_recent. Call w

Returns a 0-100 federal digital-demand score (aggregate US federal .gov daily visit volume from GSA's Digital Analytics Program, scored against its own trailing ~3-week baseline; refreshed daily) with z_score, momentum_vs_baseline_pct, and recent-vs-baseline average daily visits. Call when the user

Returns a 0-100 clinical-trial attrition risk score for the EU (halted/suspended counts in the latest 90-day CTIS decision window, z-scored against the rolling baseline of the 4,000 most recent trials) with risk_level, z_score_winsorized, recent_90d_decisions, and halted_or_suspended_count. Call whe

Returns a 0-100 agro-ecological yield stress score (weekly US Drought Monitor DSCI averaged across the top 10 row-crop states, z-scored against a 23-year seasonal baseline) with agbelt_dsci_current, z_score, momentum_13w_dsci, and conus_d2plus_area_pct. Call when the user asks about drought impact o

Returns a 0-100 foreign-entity lobbying index (z-score of new FARA registrations over the trailing 90 days against a 12-quarter DOJ baseline) with foreign_lobbying_score, z_score, recent_90d_new_registrations, baseline_90d_mean/std, active_registrant_stock, and top_registrant_state_recent. Call when

Returns a 0-100 soil-input stress score (year-over-year BLS fertilizer and agricultural-chemical PPI changes z-scored against a trailing 120-month baseline, daily, history to 1973) with fertilizer_ppi_yoy_pct, fertilizer_z_score, fertilizer_sub_score, and baseline mean/std. Call when the user asks a

Returns a 0-100 water compliance risk score (current 90-day EPA ICIS water enforcement case volume z-scored against trailing 90-day baseline windows, 14-day entry-lag guard) with CWA, SDWA, and federal-penalty case counts, baseline mean/std, and z_score. Call when the user asks about EPA water enfor

Returns a 0-100 global air-quality health load score (recent city PM2.5 means vs an 85-day per-city baseline, Open-Meteo hourly data, daily refresh) with mean_city_z, cities_analyzed, WHO-guideline exceedance count/pct (who_guideline_ug_m3), and hottest_city/coolest_city extremes. Call when the user

Returns a 0-100 AI inference cost-efficiency score for text-output models (blended USD per million tokens from the OpenRouter catalog, 90-day window z-scored against baseline) with recent median and p10-floor prices, baseline median, and z_median/z_p10_floor/z_composite. Call when the user asks abou

Returns a 0-100 software dependency risk score for a basket of PHP/Composer packages (release-frequency and download-volume z-scores against 13 years of Packagist baselines, refreshed daily) with risk_level, basket_z, stalest_package, release_window_days, and packages_analyzed. Call when the user as

Returns a 0-100 carbon credit liquidity score (z-scored composite of trailing one-year daily trading bars for the KRBN, KCCA, and KEUA carbon-allowance ETFs, refreshed daily) with z_composite, per_symbol detail, symbols_used, symbols_failed, and window_trading_days. Call when the user asks about car

Returns a 0-100 community quality-of-life composite for any US county (9 AlpineDataWorks V2 county layers joined on county_fips) with composite_score, component_scores, named drivers, and layer coverage. Call when the user asks what it's like to live in a place or compares counties for relocation or

Returns a 0-100 family-suitability score for any US county (composite of 11 AlpineDataWorks V2 place-intelligence layers, joined on county_fips) with composite_score, component_scores, drivers, and coverage. Call when the user asks whether an area is a good place to raise a family or compares counti

Returns a 0-100 retirement-suitability score for any US county (composite of 8 AlpineDataWorks place-intelligence layers spanning health, cost, climate risk, and livability, joined on county_fips) with composite_score, per-layer component_scores, ranked drivers, and coverage. Call when the user asks

Returns a 0-100 business-expansion score for US counties (composite of six AlpineDataWorks county layers — employment, consumer, housing, telecom/broadband, population demographics, business density — joined on county_fips) with composite_score, component_scores, drivers, and coverage. Call when the

Returns a 0-100 county convenience score (composite of 3 AlpineDataWorks place-intelligence layers joined on county_fips) with composite_score, component_scores, drivers, and coverage. Call when the user asks how convenient daily life is in a county, compares places to live, or evaluates relocation

Returns a 0-100 place-risk profile for a US county (composite of 8 AlpineDataWorks V2 hazard layers — severe weather, seismic, natural-hazard cost, air quality, drinking water, community health — joined on county_fips) with composite_score, component_scores, ranked drivers, and coverage. Call when t

Returns a 0-100 county infrastructure-strength score (composite of 9 AlpineDataWorks V2 place-intelligence layers spanning physical and digital infrastructure, joined on county_fips) with composite_score, component_scores, drivers, and coverage. Call when the user asks about broadband, power, road,

Returns a 0-100 travel, tourism, and heritage appeal score for any US county (composite of AlpineDataWorks place-intelligence layers cataloging attractions, tourism assets, and heritage sites, joined on county_fips) with composite_score, component_scores, named drivers, and coverage. Call when the u

Returns a 0-100 local real-estate market strength score for any US county (composite of 8 AlpineDataWorks place-intelligence layers joined on county_fips) with composite_score, component_scores, named drivers, and coverage. Call when the user asks whether a property, housing market, county, or metro

Returns a 0-100 county healthcare planning score (composite of 6 AlpineDataWorks place-intelligence layers covering local demand, capacity, and risk, joined on county_fips) with composite_score, component_scores, per-layer drivers, and coverage. Call when the user asks about healthcare demand, provi

Returns a 0-100 county underwriting-risk composite (8 AlpineDataWorks V2 place-intelligence layers joined on county_fips) with composite_score, per-layer component_scores, ranked drivers, and coverage. Call when the user asks about underwriting risk, insurance exposure, or a county's hazard and prop

Returns a 0-100 public-investment-need score per U.S. county (composite of 9 AlpineDataWorks place-intelligence layers joined on county_fips) with composite_score, component_scores, named drivers, and coverage. Call when the user asks where public investment, grants, or infrastructure spending is mo

Returns a 0-100 county freight-and-movement network strength score (composite of 6 AlpineDataWorks place-intelligence layers joined on county_fips) with composite_score, component_scores, per-layer drivers, and coverage. Call when the user asks about logistics strength, freight access, distribution-

Returns a 0-100 county-level concentration score for AI-ready infrastructure and data-center capacity (composite of 6 AlpineDataWorks V2 place-intelligence layers joined on county_fips) with composite_score, component_scores, drivers, and coverage. Call when the user asks where AI-ready infrastructu

Returns a 0-100 health-and-safety risk profile for a US county (composite of 7 AlpineDataWorks V2 place-intelligence layers joined on county_fips, refreshed at each source's cadence) with composite_score, component_scores, drivers, and coverage. Call when the user asks about a location's health and

Returns a 0-100 county move-suitability composite (12 AlpineDataWorks V2 place-intelligence layers joined on county_fips) with composite_score, per-layer component_scores, ranked drivers, and coverage. Call when the user asks about where to move, comparing two counties or metros, or building a reloc

Returns a 0-100 county health-risk breakdown (composite of 8 AlpineDataWorks V2 place-intelligence layers joined on county_fips) with composite_score, per-layer component_scores, ranked drivers, and coverage. Call when the user asks what is driving health risk in a county beneath the headline score,

Returns a 0-100 county weather-severity index (composite of 5 AlpineDataWorks V2 county layers — severe-weather risk, natural-hazard pressure, climate-disaster cost trend, air quality, drinking-water violations — joined on county_fips across ~3,200 US counties) with composite_score, component_scores

Returns a 0-100 county earthquake and seismic risk profile (composite of 2 AlpineDataWorks V2 county layers covering fault and ground-shaking hazard, joined on county_fips) with composite_score, component_scores, drivers, and coverage. Call when the user asks about local earthquake risk, fault proxi

Returns a 0-100 county environmental burden score (composite of 3 ADW place-intelligence layers — exposures, regulated facilities, toxic burdens — joined on county_fips) with composite_score, component_scores, drivers, and coverage. Call when the user asks about pollution, regulated facilities, toxi

Returns a 0-100 county movement-network strength score (composite of 5 AlpineDataWorks V2 place-intelligence layers joined on county_fips) with composite_score, component_scores, drivers, and coverage. Call when the user asks about local transportation, transit, commute, freight, or road-network str

Returns a 0-100 agriculture and rural resilience score for any US county (composite of four AlpineDataWorks V2 county layers joined on county_fips) with composite_score, per-layer component_scores, ranked drivers, and coverage. Call when the user asks about farmland risk, agricultural stability, rur

Returns a 0-100 population-and-business baseline score for any US county (composite of 4 AlpineDataWorks V2 place-intelligence layers joined on county_fips) with composite_score, component_scores, drivers, and coverage. Call when the user asks about a county's population denominator, business activi

Returns a 0-100 county-level housing affordability score (local home prices and rents scaled against household incomes) with affordability_score, price_to_income and rent_to_income sub-components, national_percentile, county_fips, and methodology_version for all 3,222 US counties. Call when the user

Returns a 0-100 property-tax burden score for each of 3,222 US counties (effective tax rate and tax-to-income share, normalized nationally) with burden_score, effective_tax_rate, tax_share_of_income, national_percentile, and methodology_version fields. Call when the user asks about local property-ta

Returns a 0-100 school quality score for any of 3,222 US counties (composite of public K-12 outcome and resource measures — proficiency, graduation, staffing, attainment) with school_quality_score, national_percentile, drivers, confidence, and methodology_version. Call when the user asks about local

Returns a 0-100 employment health score for any of 3,222 US counties (composited from county-level unemployment, job-growth, and wage indicators, refreshed on source cadence) with health_score, percentile_rank, drivers, as_of, and methodology_version. Call when the user asks how healthy a local job

Returns a 0-100 broadband access score for all 3,222 US counties (availability, household adoption, and provider competition composited from federal broadband and census data) with broadband_score, availability/adoption sub-scores, provider_competition, national_percentile, and methodology_version.

Returns a 0-100 county population-vitality score (z-composite of Census PEP 2020-2025 population growth, ACS median age, household size, and population scale) with county_fips, county_name, natl_pctile, band, population, and methodology_version for all 3,222 US counties. Call when the user asks whet

Returns a 0-100 healthy-food access score for all 3,222 US counties (grocery availability, distance-to-store, vehicle access, and income constraints from federal sources) with food_access_score, national_percentile, ranked drivers, county_fips, methodology_version, and source_vintage. Call when the

Returns a 0-100 transport-corridor connectivity score for all 3,222 US counties (highway, rail, and air access scored from federal transport-network data) with connectivity_score, highway/rail/air components, national_percentile, and methodology_version. Call when the user asks how connected a count

Returns a 0-100 county airport-access score (distance to the nearest commercial-service airports, graded by hub size) for all 3,222 US counties, with access_score, nearest_airport, distance_miles, hub_class, national_percentile, and methodology_version. Call when the user asks about a county's proxi

Returns a 0-100 consumer spending power score for all 3,222 US counties (built from federal income and employment series: Census ACS, BEA, BLS) with spending_score, national_percentile, state_rank, income_component, employment_component, methodology_version, and as_of. Call when the user asks about

Returns a 0-100 business density score for any of 3,222 US counties (business-establishment concentration, percentile-ranked nationally) with density_score, national_percentile, county_fips, county_name, and methodology_version. Call when the user asks about local business activity, commercial densi

Returns a 0-100 public library access score for any of 3,222 US counties (per-capita branch density, service hours, and service-capacity measures, normalized to the national distribution) with score, national_percentile, driver attributions, confidence, and methodology_version. Call when the user as

Returns a 0-100 per-county crime and safety score (violent- and property-crime rates from federal reporting, normalized across all 3,222 US counties; higher = safer) with safety_score, violent_crime_component, property_crime_component, national_percentile, confidence, data_vintage, and methodology_v

Returns a 0-100 childcare availability score for any of 3,222 US counties (licensed provider capacity weighed against the local population of young children, normalized nationally) with access_score, national_percentile, drivers, county_fips, as_of, and methodology_version. Call when the user asks a

Returns a 0-100 power-grid robustness score for any of 3,222 US counties (composite of outage burden, capacity margin, and hazard exposure from federal reliability and storm data) with grid_score, percentile_rank, driver sub-scores, county_fips, and methodology_version. Call when the user asks about

Returns a 0-100 data-center capacity-concentration score for any of 3,222 US counties (facility and hosting-industry footprint aggregated to county grain) with density_score, national_rank, percentile, county_fips, and methodology_version. Call when the user asks about data-center density, where com

Returns a 0-100 agricultural-production significance score for any of 3,222 US counties (normalized from USDA county-level production statistics) with score, national_percentile, state_rank, top_drivers, as_of, and methodology_version. Call when the user asks about local farm output, crop or livesto

Returns a 0-100 soil and land quality score for each of 3,222 US counties (composite of soil-productivity, erosion, and land-cover indicators from public sources) with score, national_percentile, ranked drivers, methodology_version, and confidence. Call when the user asks about local soil or farmlan

Returns a 0-100 county regulated-facility concentration score (log-scaled z-score of active EPA ECHO facility counts across all 3,222 US counties; higher = denser facility burden) with prevalence, natl_pctile, Low/Elevated/High band, population, and methodology_version. Call when the user asks about

Returns a 0-100 toxic-release burden score for any of 3,222 US counties (EPA Toxics Release Inventory facility releases, normalized cross-county) with national percentile, rank, top release drivers, methodology_version, and source vintage. Call when the user asks about local pollution, industrial to

Returns a 0-100 severe-weather severity score for any of 3,222 US counties (composite of federal storm-event frequency, intensity, and hazard mix) with severity_score, national_percentile, top_drivers, as_of, confidence, and methodology_version. Call when the user asks about local weather risk, stor

Returns a 0-100 seismic history score for any of 3,222 US counties (normalized from the historical earthquake record — frequency and magnitude of past events) with score, percentile, county_fips, county_name, state, as_of, and methodology_version. Call when the user asks about local earthquake histo

Returns a 0-100 hospital access score for any of 3,222 US counties (hospital facility density and staffed-bed capacity relative to population, from federal provider data) with access_score, national_percentile, drivers, county_fips, and methodology_version. Call when the user asks about hospital acc

Returns a 0-100 park-access score for any of 3,222 US counties (composite of public parkland coverage and population proximity, percentile-ranked nationally) with score, trend, confidence, top_drivers, and source_lineage. Call when the user asks about park access, green-space equity, livability, or

Returns a 0-100 per-county EV-charging build-out score for all 3,222 US counties (public station and port density, DC fast and Level 2, normalized per capita) with ev_charging_score, dcfc_ports_per_100k, l2_ports_per_100k, county_percentile, state_rank, and methodology_version. Call when the user as

Returns a 0-100 local-attraction richness score for all 3,222 US counties (per-capita attraction density plus category breadth across outdoor, cultural, and dining attraction types) with attractions_score, national_percentile, county_rank, category_breadth, attraction_density, as_of, and methodology

Returns a 0-100 historic-heritage richness score for any of 3,222 US counties (density and significance of listed historic sites, districts, and landmarks) with score, top_drivers, confidence, coverage, freshness, and methodology_version. Call when the user asks about historic sites, heritage touris

Returns a 0-100 long-term earthquake ground-shaking hazard score for each of 3,222 US counties (USGS ASCE7 design ground motions: PGA, SS, S1) with hazard_score, seismic_design_category, national_percentile, driver values, and methodology_version. Call when the user asks about earthquake risk, seism

Returns a 0-100 agricultural moisture-stress score for any of 3,222 US counties (scaled from NASA POWER root-zone soil wetness) with stress_score, county_fips, soil_wetness, as_of, and methodology_version. Call when the user asks about drought, soil moisture, crop stress, or growing conditions in a

Returns a 0-100 metro housing heat score (composite z-score of Zillow/Redfin listing dynamics — inventory, price cuts, days on market — for ~894 US metros, weekly since 2001) with per-metro score, driver attribution, confidence, and methodology_version. Call when the user asks which US metros are se

Returns a 0-100 market-quality positioning score for each of ~619 AI/data vendors (composite z-score across vision and execution dimensions, refreshed weekly) with vision_score, execution_score, drivers, and methodology_version. Call when the user asks where an AI or data vendor sits on vision vs ex

Returns a 0-100 durability/quality score for a curated ~217-name long-term-compounder universe (composite z-score with maturity-stage quality tilt, refreshed weekly) with score, drivers, confidence, and methodology_version on the IOM. Call when the user asks about compounder quality, buy-and-hold un

Returns a 0-100 federal dependency score per US county (trailing-12-month contract and grant obligations from USAspending, normalized against county population and economic base) with obligations_per_capita, grant_share, yoy_obligation_change, national_percentile, and methodology_version. Call when

Returns a 0-100 county defense-spending concentration score (trailing-12-month DoD prime-award obligations by place of performance, percentile-ranked across all US counties) with obligations_12mo_usd, award_count, national_share_pct, rank, and methodology_version. Call when the user asks about DoD s

Returns a 0-100 county-level streamflow stress score (current gauge-measured river discharge vs. historical flow normals) with stress_score, flow_percentile, severity_band, station_count, as_of, and methodology_version fields. Call when the user asks about drought severity, water stress, low river l

Returns a 0-100 Ethereum network sentiment score (composite z-scores of active addresses and transaction count vs 30-day baselines, daily since 2015) with per-component attribution, ETH network-context tiles, and methodology_version. Call when the user asks about Ethereum on-chain activity, ETH netw

Returns a 0-100 US household grocery-burden score (composite z-score of BLS CPI average prices for milk, ground beef, chicken, bread, and eggs, monthly since 2016) with per-staple YoY changes and the top driver. Call when the user asks about grocery inflation, food-at-home costs, egg or beef prices,

Returns a 0-100 US air-travel demand momentum score (composite z-score of TSA checkpoint traveler counts vs 7-day average, 30-day window, and same-weekday prior week; 50 = normal) with drivers, confidence, methodology_version, and the 30-day daily series. Call when the user asks whether US air trave

Returns a 0-100 world travel-safety risk composite (z-scored daily from US State Department advisories across ~225 countries) with per-risk-type counts, the current level-4 do-not-travel list, and a decoded per-country advisory table. Call when the user asks about travel safety, country risk factors

Returns a 0-100 cross-metro livability levels comparison (ACS income/rent/property-tax, BLS unemployment, and EPA air-quality fundamentals normalized across major US metros, refreshed daily) with per-city context_score in cities, highest_context_city, lowest_context_city, and top_drivers. Call when

Returns a 0-100 US UFO/UAP sighting-report momentum index (composite z-score of 7d/30d/90d report velocity vs prior year, from 143k+ NUFORC/MUFON reports) with score, velocity_7d/30d/90d, state_leaderboard, and top_shapes. Call when the user asks whether UFO sighting activity is heating up or coolin

Returns a 0-100 US pilot-supply funnel health score (YoY growth across FAA airman certificate classes, weighted toward students, commercial pilots, and CFIs) with health_score, per-certificate KPI breakdown, and methodology_version, annual since 1992. Call when the user asks about pilot shortage, pi

Returns a 0-100 US general aviation safety-trajectory score (latest-year GA accident and fatal-accident rates per 100k flight hours, z-scored against the 6-year trend) with slope and the full per-year rate trend. Call when the user asks whether US GA flying is getting safer or more dangerous, about

Returns a 0-100 US used general-aviation aircraft market liquidity score (listings-to-registered-fleet turnover for major GA makes: Cessna, Piper, Cirrus) with trend, per-make turnover in top_drivers, price-band distribution, confidence, and methodology_version. Call when the user asks about used ai

Returns a 0-100 US air-travel recovery score (annual commercial enplanements vs the 2019 pre-pandemic baseline, capped at 100) with raw_ratio, yoy_change, cagr_3y, and the 2015-2025 annual series. Call when the user asks about airline traffic recovery, passenger volumes vs pre-COVID levels, or air-t

Returns a 0-100 US general-aviation fleet obsolescence score (share of the 242k-airframe US fixed-wing fleet built before 1990, currently ~58%) with pre_1990_share, build_decade_distribution, median_build_decade, and shipment_trend. Call when the user asks about GA fleet age, avionics retrofit or ai

Returns a 0-100 airspace concentration index (live Herfindahl over tracked aircraft counts by country from the OpenSky ADS-B network, hourly refresh) with country leaderboard shares, altitude distribution, and tracked/airborne/ground totals. Call when the user asks how concentrated global air traffi

Returns a 0-100 global supply-chain pressure score (NY Fed GSCPI ranked as a percentile against ~346 monthly observations to 1997) with raw_std_dev, delta_12m, z_24m, regime_label, and methodology_version. Call when the user asks about supply-chain stress, shipping bottlenecks, GSCPI, or logistics-d

Returns a 0-100 sector-rotation intensity score (daily aggregation of per-stock MFI/CMF money-flow composites across US equity sectors) with trend (rotating vs broad inflow/outflow), per-sector means, and top-5 inflow/outflow leaderboards. Call when the user asks which sectors capital is rotating in

Returns a 0-100 global earthquake activity momentum score, 50 = normal (USGS ComCat M2.5+: 7-day event rate and log seismic energy z-scored vs the trailing 30-day norm, hourly) with activity_level, trend, z_score_count, z_score_energy, recent_significant quakes, and 7d/30d counts. Call when the user

Returns a 0-100 geomagnetic storm intensity index (NOAA SWPC planetary Kp composited with live solar wind, mapped to the NOAA G-scale) with g_scale, kp_last_24h, and storm_trend. Call when the user asks about solar storms, aurora visibility, space weather, or grid, satellite, and GPS disruption risk

Returns a 0-100 US drug supply-disruption pressure index (unique drugs on the FDA Current-shortage list vs a ~250-drug crisis ceiling; openFDA, daily) with trend, current_shortages, new_last_30d, resolved_last_90d, by_category, and recent shortages. Call when the user asks about drug shortages, phar

Returns a 0-100 US drug recall enforcement intensity score (severity-weighted openFDA recalls: Class I=3, II=2, III=1, trailing 90d vs prior 90d) with trend, by_class counts, top_reason driver, and the 10 latest Class I/II recalls (firm, product, reason, date). Call when the user asks about FDA drug

Returns a 0-100 US banking-sector health score (quarterly composite from FDIC BankFind: trailing-12-month failures 40%, industry annualized ROA 30%, noncurrent-loan ratio 30%, ~4,300 institutions, history to 1992) with health_score, per-driver values, confidence, and methodology_version. Call when t

Returns a 0-100 US food-recall activity index (90-day openFDA food-enforcement volume weighted by FDA class, trended against the prior 90 days) with score, trend, top_drivers such as Listeria, Salmonella, and undeclared allergens, confidence, and methodology_version. Call when the user asks about fo

Returns a daily 0-100 US corporate disclosure-velocity index (last-7-day 8-K filing pace vs trailing-28-day baseline, keyless SEC EDGAR full-text search, history to 2001) with score, form_mix, s1_pipeline_count, drivers, and methodology_version. Call when the user asks about SEC filing activity, 8-K

Returns a 0-100 US air-quality burden score (mean EPA US AQI across 12 major metros, hourly, keyless Open-Meteo/CAMS) with worst_metro, share_unhealthy, and dominant_pollutant drivers plus a worst-first per-metro table. Call when the user asks about current air quality, wildfire smoke, ozone, or whi

Returns a 0-100 US severe-weather warning-pressure score (every active NWS watch/warning/advisory weighted Extreme=4 to Minor=1 on a saturating scale, refreshed hourly) with trend, confidence, top_drivers by event type, severity breakdown, states affected, and recent Extreme/Severe alerts. Call when

Returns a 0-100 US coastal water-level anomaly index (observed level minus NOAA harmonic tide prediction — non-tidal residual, ft — across 10 CO-OPS stations, Atlantic/Gulf/Pacific, hourly) with per-station drivers worst-first, confidence, and methodology_version. Call when the user asks about storm

Returns a live hourly 0-100 index of worldwide natural-disaster activity (GDACS EC-JRC/UN OCHA events weighted Red=3, Orange=2, Green=1) with counts by event type and alert level plus top Red/Orange events. Call when the user asks how much disaster activity is happening globally or which earthquakes

Returns a 0-100 global natural-hazard activity score (open NASA EONET events, trailing 30 days, vs a ~140-event baseline with high-impact categories weighted 1.5x) with trend, confidence, top_drivers, per-category counts (wildfires/storms/volcanoes/ice), and recent events. Call when the user asks ho

Returns a 0-100 US drought severity index (severity-weighted share of US area in drought from the weekly US Drought Monitor, D0×0.1 through D4×1.0) with week-over-week trend and per-category D0-D4 area coverage. Call when the user asks how much of the US is in drought and how severe, or when timing

Returns a 0-100 global news stress gauge (inverted GDELT DOC 2.0 average tone, 14d global English firehose, keyless, daily) with score, calm/tense/crisis regime, trend, latest_tone, tone_change, article_volume, and a 14-day timeline. Call when the user asks how negative or tense world news feels rig

Returns a 0-100 solar X-ray flare activity index (hourly, keyless; NOAA SWPC GOES 0.1-0.8nm flux plus strongest 24h flare on a log-flux ramp — B~11, C~38, M~65, X~92+) with flux_class, recent_flares, and the NOAA R-scale radio-blackout level. Call when the user asks about solar flares, space weather

Returns a 0-100 major-currency FX volatility index (annualized 30-day realized vol of daily log returns across 7 USD pairs — EUR, GBP, JPY, CHF, CAD, AUD, CNY — from ECB reference rates, cross-pair mean) with score, trend, regime, per-pair vol ranking, freshness, and methodology_version. Call when t

Returns a 0-100 US consumer-product recall pressure index (trailing-90d CPSC recall volume, injury/death-weighted, vs the prior 90d) with score, trend, hazard-type top_drivers, recent recalls, confidence, and methodology_version. Call when the user asks about product recalls, CPSC activity, or consu

Returns a 0-100 US medical-device recall-enforcement pressure index (openFDA 90-day recall count, severity-weighted by FDA class I=3/II=2/III=1, vs the prior 90 days) with score, trend, confidence, top_drivers, class breakdown, top recall reason, and recent Class I/II recalls. Call when the user ask

Returns a 0-100 US insider-trading activity index (last-7d SEC Form 4 filing pace vs trailing-28d baseline, plus Form 144 planned-sale pipeline and Form 3 new insiders; keyless EDGAR FTS) with score, trend, confidence, top_drivers, methodology_version, freshness. Call when the user asks about inside

Returns a 0-100 global humanitarian-crisis load index (severity-weighted count of active UN OCHA ReliefWeb emergencies: complex emergencies x3, epidemics x2.5, droughts x2) with crisis_level, trend, ongoing_count, new_30d, by_type mix, countries_affected, and a recent-crises list. Call when the user

Returns a 0-100 US extreme-heat forecast index (mean 7-day peak apparent temperature across 12 major metros plus share of metros forecast at 100°F+, Open-Meteo, hourly) with heat_level, mean_peak_apparent_f, metros_over_100f, hottest_metro, and a hottest-first per-metro table (peak_apparent_f, days_

Returns a 0-100 news-cycle intensity gauge (English Wikipedia pageview concentration in trending articles vs a quiet-day baseline, utility pages filtered, daily since 2015) with attention_score, dod_velocity, top_topics (top 15), percentile, trend, and methodology_version. Call when the user asks wh

Returns a 0-100 US respiratory-illness activity score (latest weekly national ARI share of ED visits, CDC NSSP, keyless) with trend, season_high_low band, vs_4wk_avg, ~12-week recent_weeks history, and COVID/flu/RSV component_pathogens_pct split. Call when the user asks about flu, COVID, RSV, or "si

Returns a 0-100 US fiscal-stress score (YoY growth of total public debt from Treasury Debt to the Penny, adjusted for the trend in the average interest rate on the debt) with total_debt, debt_yoy, change_30d, interest_rate_trend, and 12-month history. Call when the user asks about federal debt growt

Returns a 0-100 US labor-market health score (45% unemployment-rate level, 25% 3-month unemployment direction, 30% nonfarm payroll MoM job growth, from keyless BLS data) with trend, strength_band, top_drivers, and 12-month unemployment and payrolls series. Call when the user asks about US labor-mark

Returns a 0-100 AI research velocity index (papers/day across the 200 most-recent arXiv cs.AI/cs.LG/cs.CL submissions, scaled by 7d momentum) with per-category counts and the 8 most-recent paper titles. Call when the user asks about AI/ML research pace, arXiv submission trends, or whether AI attenti

Returns a 0-100 open-source creation momentum index (new GitHub repos from the last 30 days with >10 stars, scored against a ~6,000-repo baseline and tilted by breakout >100-star share; keyless, daily) with momentum_score, breakout_share, language_mix, and the 8 hottest new repos. Call when the user

Returns a 0-100 tech-community engagement score (point/comment velocity of the Hacker News top-30 plus share of high-engagement stories; hourly, keyless Firebase source) with theme_tally, top_stories, high_engagement_share, and methodology_version. Call when the user asks what the tech community is

Returns a 0-100 USD-stablecoin market health score (50% 30-day total-mcap growth + 50% peg health — share of $1B+ stablecoins within +/-0.5% of $1; DeFiLlama, hourly) with total_mcap, top-8 stablecoin prices, off_peg_count, and 30-day history. Call when the user asks about stablecoin market growth,

Returns a 0-100 river-flood risk forecast (7-day GloFAS peak-discharge vs climatological norms at 12 major world rivers — Mississippi, Amazon, Ganges, Yangtze, Mekong, Rhine, more) with flood_level, rivers_elevated, max_discharge_ratio, highest_risk_river, and a riskiest-first per-river table. Call

Returns a 0-100 US dollar strength score (geometric index over the classic DXY basket from daily keyless ECB reference rates; 60% trailing-90d level percentile + 40% 30d momentum) with per-currency basket contributions, 30-day history, and methodology_version. Call when the user asks about dollar st

Returns a 0-100 ENSO climate-regime score (NOAA CPC Oceanic Nino Index, Nino 3.4 SST anomaly; 50=neutral, higher=El Nino, lower=La Nina) with official NOAA state label, episode_strength, 3-season trend, and last 12 seasonal ONI values. Call when the user asks about El Nino, La Nina, ENSO state or st

Returns a 0-100 index of near-Earth asteroid activity over the next 7 days (NASA NeoWs close approaches weighted by proximity, size, and hazard flag vs a typical week) with score, trend, confidence, and top_drivers naming the 8 most notable approaches plus per-day counts. Call when the user asks abo

Returns a 0-100 US federal rulemaking velocity index (last-7-day Federal Register publications vs a trailing-28-day baseline; 50 = normal pace) with activity_level, trend, by_type split (rules, proposed_rules, notices, presidential), and the EO 12866 significant_docs_7d count. Call when the user ask

Returns a 0-100 US patent grant velocity index (recent USPTO grant volume vs a trailing baseline, computed live from keyless PatentsView data) with score, trend, confidence, top_drivers, recent representative grants, freshness, and methodology_version. Call when the user asks about patent activity,

Returns a 0-100 crypto market sentiment score (alternative.me Fear & Greed composite of volatility, momentum/volume, social media, BTC dominance, and search trends) with classification label, 7-day change, 30-day average, and 30-day daily history. Call when the user asks about crypto market mood, fe

Returns a 0-100 Python package ecosystem activity index (PyPI release velocity vs a 250/h baseline, new-package registration pace, bellwether download momentum for numpy/pandas/requests/boto3/torch; 50 = typical, hourly) with score, per-leg drivers, 10 most-recent releases, and bellwether download c

Returns a 0-100 US drug-overdose mortality index (latest 12-month CDC NCHS VSRR death count in its trailing 5-year range, 70/30 with YoY direction; higher = worsening) with latest/prior-year counts, yoy_change, lag-adjusted predicted_count, recent_months, and provisional reporting_period (~4-6mo lag

Returns a 0-100 global marine heat score (share of 12 ocean regions ≥ +0.5°C above seasonal normal plus mean-anomaly intensity, daily Open-Meteo SST) with marine_heat_score, warmth_level, warmest_region, and a per-region anomaly table. Call when the user asks about ocean warmth, SST anomalies, marin

Returns a 0-100 active-exploitation pressure index (30-day pace of CISA KEV catalog additions vs the trailing 90-day baseline, weighted for ransomware-linked share) with threat_activity_score, ransomware_linked_share, top_vendors, and recent_additions (10 newest exploited-in-the-wild CVEs). Call whe

Returns a 0-100 global volcanic activity index (count of volcanoes erupting or in unrest in this week's Smithsonian GVP/USGS report vs a typical week's 15-25, boosted for new activity and US WATCH/WARNING alerts) with score, trend, activity_level, new_this_week, per-volcano active list, and us_alert

Returns a 0-100 JavaScript/npm ecosystem momentum score (weekly downloads of 8 bellwether packages — react, express, lodash, axios, typescript, next, vue, webpack — vs 3 prior weekday-aligned weeks; 50 = flat) with per-package volumes and WoW changes, total weekly downloads, top_package, and fastest

Returns a 0-100 space-weather event index (severity-weighted counts of significant CMEs, M/X-class flares, and geomagnetic storms from NASA DONKI, trailing 14 days calibrated to a typical fortnight) with activity_index, per-type event counts, and recent_events (latest 8). Call when the user asks how

Returns a 0-100 US federal political-money velocity score (contributions and spending across all FEC-registered candidate, PAC, and party committees, last three lag-safe months vs prior same-type cycle; >58 accelerating, <42 decelerating) with score, vs_prior_cycle, vs_trailing_pace, drivers, confid

Returns a 0-100 US chronic-disease mortality burden index (CDC NCHS VSRR age-adjusted 12-month-ending death rates for heart disease, diabetes, stroke; 70% trailing-range position + 30% year-over-year direction; higher = worse) with score, per-cause drivers, direction, confidence, and methodology_ver

Returns a 0-100 US severe storm activity index (NOAA Storm Prediction Center ground-truth tornado, hail, and damaging-wind reports over the last 7 convective days, blending report volume with anomaly versus a trailing 21-day baseline) with score, per-hazard drivers, confidence, and methodology_versi

Returns a 0-100 global knowledge-production index (worldwide daily edits across all Wikimedia projects plus en.wikipedia active editors vs trailing 180-day baselines; 50 = baseline; editing activity, not pageviews) with score, trend, top_drivers, confidence, freshness, and methodology_version. Call

Returns a 0-100 US federal litigation activity index (last-7-day new-case filing pace vs the trailing-28-day daily norm from CourtListener dockets; 50 = normal, above = surge, below = lull) with value, drivers, confidence, and methodology_version. Call when the user asks about federal court filing v

Returns a 0-100 UK retail electricity price-stress score (trailing 24h of Octopus Agile half-hourly London rates scored against a trailing-month baseline, refreshed daily) with trend, z_score, momentum_vs_baseline_pct, recent vs baseline averages, and peak/trough dates and values. Call when the user

Returns a 0-100 US mortgage complaint stress score (rolling 90-day CFPB mortgage-complaint count scored against 8 trailing 90-day windows, a 2-year baseline; daily, history to 2011) with trend, z_score, recent_window_count, baseline_window_mean/std, and per-window counts. Call when the user asks abo

Returns a 0-100 biotech preprint-velocity score (rolling 90-day bioRxiv new-paper count vs 8 trailing 90-day windows) with trend, z_score, recent_window_count, baseline_window_mean, baseline_window_std, per_variant_w0, and window_counts. Call when the user asks whether life-science R&D output or new

Returns a 0-100 US food, dietary-supplement, and cosmetic adverse-event pulse (FDA CAERS 90-day report velocity vs 8 trailing baseline windows, daily, history to 2004) with score, trend, z_score, recent_window_count, baseline_window_mean/std, and window_counts. Call when the user asks about food or

Returns a 0-100 US federal Clean Air Act enforcement-pressure score (EPA ECHO 90-day case velocity z-scored against 12 trailing windows, daily refresh, history to 2001) with trend, z_score, recent_window_count, and baseline_window_mean/std. Call when the user asks about EPA air enforcement intensity

Returns a 0-100 US small-business credit tightening score (Fed Senior Loan Officer Survey net percentage of banks tightening C&I standards for small firms, FRED DRTSCIS, latest two quarters vs a 15-year baseline) with trend, z_score, composite_latest_value/date, and baseline stats. Call when the use

Returns a 0-100 construction labor-cost divergence score (spread between year-over-year construction and manufacturing average-hourly-earnings growth, BLS CES CES2000000003 vs CES3000000003) with score, trend, z_score, and 20-year baseline composites. Call when the user asks about construction wage

Returns a 0-100 US gasoline crack-spread pressure score (daily Gulf Coast conventional-gasoline spot x 42 minus WTI spot, $/bbl, scored against its trailing baseline on 40 years of FRED history) with trend, z_score, composite_latest_value, and baseline averages. Call when the user asks about refinin

Returns a 0-100 US manufacturing-construction boom score (YoY growth of private manufacturing construction put-in-place, Census via FRED PRMFGCON, z-scored against a 33.5-year baseline) with trend, z_score, and composite baseline stats. Call when the user asks about fab/factory buildout, reshoring,

Returns a 0-100 US wage-vs-business-formation divergence score (YoY spread of FRED avg hourly earnings CES0500000003 vs Census business applications BABATOTALSAUS, z-scored on a 2007 baseline) with trend, z_score, composite_recent_avg, composite_baseline_avg, and points_analyzed. Call when the user

Returns a 0-100 US battery-import concentration score (annual Herfindahl index of HS 8507 imports by partner country, UN Comtrade, z-scored against the trailing decade) with trend, z_score, latest_hhi_0_10000, latest_total_imports_usd, and top_partners. Call when the user asks about battery supply-c

Returns a 0-100 US chip-import concentration score (Herfindahl index of HS 8542 imports by partner country, UN Comtrade, z-scored vs the trailing decade) with trend, z_score, latest_hhi_0_10000, top_partners, and latest_total_imports_usd. Call when the user asks about semiconductor supply-chain frag

Returns a 0-100 US industrial electricity-cost squeeze score (spread of industrial electric-power PPI growth, FRED WPU0542 YoY, over manufacturing output growth, IPMAN YoY; weekly, 53 years of history) with trend, z_score, composite_latest_value, and baseline stats. Call when the user asks about ind

Returns a 0-100 EU legislative output velocity score (90-day adopted-act count from EUR-Lex/CELLAR — regulations, directives, decisions — vs 8 trailing windows) with trend, z_score, recent_window_count, baseline_window_mean, and per_variant_w0 breakdown. Call when the user asks about EU regulatory a

Returns a 0-100 US significant-rulemaking velocity score (90-day count of economically significant EO 12866 rules plus proposed rules in the Federal Register, vs 8 trailing windows) with trend, z_score, recent_window_count, baseline_window_mean, and per-variant counts. Call when the user asks about

Returns a 0-100 US federal RCRA hazardous-waste enforcement-velocity score (EPA ECHO 90-day case count vs 12 trailing windows, 3-year baseline, daily, history to 2001) with trend, z_score, recent_window_count, baseline_window_mean/std, and window_counts. Call when the user asks about EPA hazardous-w

Returns a 0-100 advanced-therapeutics research-velocity score (Europe PMC publication counts across gene therapy, CAR-T, mRNA, and GLP-1 — recent 90-day window vs. two-year baseline) with trend, z_score, recent_window_count, baseline_window_mean, and per_variant_w0 modality breakdown. Call when the

Returns a 0-100 software CVE publication surge score (90-day NIST NVD published-CVE count z-scored against the trailing year's four 90-day windows) with trend, z_score, recent_window_count, and baseline window statistics. Call when the user asks about CVE volume surges, vulnerability disclosure rate

Returns a 0-100 frontier-hardware research-momentum score (Semantic Scholar publication counts for quantum computing, solid-state batteries, and neuromorphic computing — 90-day windows vs. baseline, summed) with trend, z_score, per_variant_w0, and window_counts. Call when the user asks about emergin

Returns a 0-100 US pharmaceutical import-concentration score (annual HHI of HS 3004 medicament imports by partner country, UN Comtrade, z-scored against the trailing decade) with trend, z_score, latest_hhi_0_10000, latest_total_imports_usd, and top_partners. Call when the user asks about drug-supply

Is US housing affordability running ahead of the construction/supply response, signaling quarter-ahead pressure on homebuilders? Updates: monthly.