Edge Agents AI

Latest available Türkiye central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Türkiye central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Cross-asset short-horizon movement and dispersion regime from independently validated 24-hour price changes. Purpose: Classify observed cross-asset movement intensity without mislabelling it as options implied volatility or annualised realised volatility. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Live perpetual-futures funding rates for BTC, ETH, SOL and XRP. Purpose: Give market-neutral and basis-trade agents a fresh, multi-venue funding-rate reading without polling seven exchanges and reconciling seven schemas. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

AI Disruption Radar. Combines macro, market and risk evidence into strategic scenarios, timing questions and option-value context. Purpose: Improve strategic choices by making assumptions, reversibility, triggers and evidence gaps explicit. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Detects whether major altcoins are broadly outperforming Bitcoin and identifies the rotation leader. Purpose: Measure evidence of capital rotating between Bitcoin and major altcoins. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Live total-value-locked levels and real 1d/7d/30d trend for Aave V3, Compound V3, Morpho Blue and Lido, with a per-chain breakdown, sourced from DefiLlama's public aggregation. Purpose: Give treasury and risk-monitoring agents a fresh, multi-protocol TVL reading without polling and reconciling several protocol dashboards. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Machine-readable divergence, sentiment-extreme and elevated-risk alerts. Purpose: Detect notable market conditions that justify deeper analysis. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Scores major assets as research candidates from momentum, BTC-relative strength, turnover and market risk. Purpose: Prioritise assets for further research using a transparent, repeatable evidence score. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for CME Bitcoin, including open-interest share. Purpose: Measure current leveraged-fund net positioning in CME Bitcoin using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares ETH, SOL, XRP, LINK and DOGE trading activity, source coverage and cross-source price agreement without claiming order-book depth. Purpose: Rank the observable quality of major-alt market evidence and trading activity, explicitly distinguishing it from executable liquidity. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Annualised realised-volatility estimates over retained 1-hour, 24-hour and 7-day Bitcoin observation windows with minimum-history and coverage gates. Purpose: Compare short and longer Bitcoin realised-volatility horizons using retained point-in-time observations without substituting options implied volatility. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Directional Bitcoin/stablecoin-liquidity transmission context from validated 24-hour stablecoin supply change and BTC spot momentum, with regression beta explicitly withheld until calibrated. Purpose: Test whether stablecoin supply impulse and Bitcoin price momentum are currently aligned while refusing to publish an uncalibrated causal beta coefficient. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Point-in-time growth and inflation momentum classification across new orders, leading indicators, labour, housing, credit, the yield curve, consumer and producer inflation and commodities, with revision risk and validation-gated probabilities. Purpose: Classify the current macro season without leaking revised data or publishing unvalidated probabilities. 6-hour freshness target; missing evidence is reported explicitly rather than invented.

Competitor Threat Monitor. Combines macro, market and risk evidence into strategic scenarios, timing questions and option-value context. Purpose: Improve strategic choices by making assumptions, reversibility, triggers and evidence gaps explicit. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Corporate Resilience Environment Score. Synthesises cross-domain stress evidence into transparent risk transmission, downside and resilience context. Purpose: Surface material risk drivers, transmission paths and invalidation conditions without false precision. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Pairwise BTC, ETH, SOL and XRP return correlations from retained point-in-time observations with a minimum-sample gate. Purpose: Measure recent co-movement only when enough retained observations exist and withhold coefficients when history is insufficient. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Cost of Capital Pressure. Translates rates, liquidity, FX, cycle and market evidence into bounded corporate-finance decision context. Purpose: Support capital, treasury and financing decisions with explicit evidence quality, trade-offs and invalidation conditions. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Decision Reversibility Score. Makes assumptions, challenge, provenance, reversibility and verification explicit around consequential decisions. Purpose: Strengthen decision governance by preserving evidence, contradictions, assumptions and auditability. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Ethereum blob-gas usage and blob-fee evidence when exposed by the configured execution-layer RPC, with explicit unavailable state on pre- or non-supporting providers. Purpose: Measure current blob-space demand without hardcoding protocol capacity assumptions that can change across Ethereum upgrades. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Ethereum relative performance versus Bitcoin across live 24-hour and retained 1-hour/24-hour/7-day windows. Purpose: Detect ETH/BTC leadership changes while preserving insufficient-history states and avoiding trade instructions. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Ethereum base-fee burn evidence from the latest eligible block and recent fee history, while total ETH supply/issuance remains explicitly unavailable unless a separately approved source is added. Purpose: Expose directly observable EIP-1559 burn pressure without fabricating total supply, issuance or net-supply change. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Execution Timing Window. Combines macro, market and risk evidence into strategic scenarios, timing questions and option-value context. Purpose: Improve strategic choices by making assumptions, reversibility, triggers and evidence gaps explicit. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Separates secular XRP and XRPL adoption from price using point-in-time network activity, metadata-derived throughput, RLUSD supply, native liquidity and escrow structure, with double-counting and definition-change safeguards. Purpose: Measure independently comparable adoption families without treating wallets, transactions, liquidity or headline asset notional as interchangeable users. 1-hour freshness target; missing evidence is reported explicitly rather than invented.

FX Margin Pressure Intelligence. Connects external demand, inflation, commodity, FX and financing evidence to commercial and procurement questions. Purpose: Give commercial leaders bounded market context for pricing, sourcing, margin and supplier decisions. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Geopolitical Business Risk Context. Synthesises cross-domain stress evidence into transparent risk transmission, downside and resilience context. Purpose: Surface material risk drivers, transmission paths and invalidation conditions without false precision. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Growth Option Radar. Combines macro, market and risk evidence into strategic scenarios, timing questions and option-value context. Purpose: Improve strategic choices by making assumptions, reversibility, triggers and evidence gaps explicit. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Inflation & Margin Squeeze Radar. Connects external demand, inflation, commodity, FX and financing evidence to commercial and procurement questions. Purpose: Give commercial leaders bounded market context for pricing, sourcing, margin and supplier decisions. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Ranks major crypto assets by turnover activity to identify where market attention is concentrated. Purpose: Blend trading-activity turnover with real, coverage-limited Coinbase order-book depth across liquid crypto assets, keeping the point-in-time depth read clearly distinct from a live order book. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

A point-in-time 7-, 30- and 90-day calendar separating scheduled liquidity facts from estimated impacts across central banks, fiscal operations, economic releases, stablecoin/ETF events and XRPL supply, with revisions, cancellations and collision detection. Purpose: Show when independently sourced liquidity events may overlap without presenting modelled impact as scheduled fact. 6-hour freshness target; missing evidence is reported explicitly rather than invented.

Turnover-based market activity regime across BTC, ETH, SOL, XRP, LINK and DOGE with explicit executable-liquidity limitations. Purpose: Classify broad trading-activity conditions while keeping turnover separate from order-book depth and slippage. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

M&A Market Window. Translates rates, liquidity, FX, cycle and market evidence into bounded corporate-finance decision context. Purpose: Support capital, treasury and financing decisions with explicit evidence quality, trade-offs and invalidation conditions. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Latest available France gross capital formation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced France gross capital formation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Norway consumer price inflation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Norway consumer price inflation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Scores current short-horizon market danger from shocks, dispersion, breadth and sentiment. Purpose: Give automated portfolios a transparent risk posture and the evidence behind it. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Corporate Portfolio Strategic Risk. Combines macro, market and risk evidence into strategic scenarios, timing questions and option-value context. Purpose: Improve strategic choices by making assumptions, reversibility, triggers and evidence gaps explicit. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Cross-checks primary market prices against Coinbase Exchange and reports coverage, maximum deviation and discrepancies. Purpose: Measure whether independent spot-price sources broadly agree without implying executable price or depth. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Procurement Market Intelligence. Connects external demand, inflation, commodity, FX and financing evidence to commercial and procurement questions. Purpose: Give commercial leaders bounded market context for pricing, sourcing, margin and supplier decisions. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Recession Business Exposure. Synthesises cross-domain stress evidence into transparent risk transmission, downside and resilience context. Purpose: Surface material risk drivers, transmission paths and invalidation conditions without false precision. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Refinancing Window Intelligence. Translates rates, liquidity, FX, cycle and market evidence into bounded corporate-finance decision context. Purpose: Support capital, treasury and financing decisions with explicit evidence quality, trade-offs and invalidation conditions. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Regulatory Change Impact Context. Synthesises cross-domain stress evidence into transparent risk transmission, downside and resilience context. Purpose: Surface material risk drivers, transmission paths and invalidation conditions without false precision. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Compact machine-readable crypto risk posture from regime, market breadth, sentiment and shock evidence. Purpose: Provide a small composable risk-on/risk-off context signal for other agents without personalised portfolio advice. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Validated RLUSD issuer obligations, XRP/RLUSD order-book spread and crossed-book state, and AMM/DEX price agreement for stablecoin-infrastructure buyers. Purpose: Give stablecoin-infrastructure buyers RLUSD issuer-supply and XRP/RLUSD liquidity evidence without implying a directly observed USD peg reading. 1-hour freshness target; missing evidence is reported explicitly rather than invented.

Tests extreme market sentiment against price breadth and momentum for confirmation or divergence. Purpose: Distinguish sentiment extremes that price action confirms from extremes that may be losing force. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Solana throughput separated into vote and non-vote transactions from getRecentPerformanceSamples, with non-vote TPS framed as the economic-throughput proxy and raw TPS explicitly not treated as adoption. Purpose: Distinguish consensus overhead from user-driven transaction demand on Solana over the last hour and track how the non-vote share is trending. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Solana epoch progress and estimated time to the next epoch boundary, total activated stake versus circulating supply and the current protocol inflation rate; the pending deactivation queue is reported as unavailable rather than estimated. Purpose: Track when Solana stake activations and deactivations next resolve and how staked supply is changing without inventing a forward unlock queue. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Solana validator count, delinquency, stake concentration (Gini, Herfindahl, top-10 and top-33 share), the superminority able to halt consensus and commission distribution, read from getVoteAccounts on Solana's own public JSON-RPC. Purpose: Measure how concentrated Solana consensus stake currently is and how many validators are delinquent without inferring operator identity or geography. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Supplier Financial Stress Context. Connects external demand, inflation, commodity, FX and financing evidence to commercial and procurement questions. Purpose: Give commercial leaders bounded market context for pricing, sourcing, margin and supplier decisions. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Supply Chain Shock Radar. Synthesises cross-domain stress evidence into transparent risk transmission, downside and resilience context. Purpose: Surface material risk drivers, transmission paths and invalidation conditions without false precision. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Technology Adoption Window. Combines macro, market and risk evidence into strategic scenarios, timing questions and option-value context. Purpose: Improve strategic choices by making assumptions, reversibility, triggers and evidence gaps explicit. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Treasury Stress Radar. Translates rates, liquidity, FX, cycle and market evidence into bounded corporate-finance decision context. Purpose: Support capital, treasury and financing decisions with explicit evidence quality, trade-offs and invalidation conditions. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Point-in-time Ethereum USDT total-supply and 24-hour net-supply-change evidence from the approved crypto-flow store, with explicit baseline and freshness gating. Purpose: Measure observed USDT supply expansion or contraction on Ethereum without claiming cross-chain global USDT supply or transaction-level mint/redemption events. 10-minute freshness target; missing evidence is reported explicitly rather than invented.

Cross-protocol stablecoin supply-yield ranking across Aave V3, Compound V3, Morpho Blue and Lido, combined with each protocol's live TVL and trend, with borrow-rate and liquidation-risk data explicitly stated as unavailable rather than approximated. Purpose: Rank real live stablecoin yield opportunities across tracked lending protocols without overstating risk coverage the underlying data does not support. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

€STR Deposit Facility Spread from official ECB statistics, normalized for autonomous-agent use with explicit source timing, evidence and limitations. Purpose: measure the spread between €STR and the ECB deposit facility rate as an overnight transmission signal 24-hour freshness target; missing evidence is reported explicitly rather than invented.

ECB Marginal Lending Facility Rate from official ECB statistics, normalized for autonomous-agent use with explicit source timing, evidence and limitations. Purpose: give an agent the latest available ecb marginal lending facility rate with recent official history and source timing 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for CME Micro Ether, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in CME Micro Ether as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for CME Micro Ether, including open-interest share. Purpose: Measure current leveraged-fund net positioning in CME Micro Ether using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Argentina reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Argentina reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Argentina trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Argentina trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Argentina unemployment plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Argentina unemployment series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Brazil central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Brazil central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Brazil trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Brazil trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Spain gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Spain gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Indonesia central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Indonesia central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Malaysia consumer price inflation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Malaysia consumer price inflation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Netherlands current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Netherlands current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Singapore trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Singapore trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Cross-venue perpetual-futures funding-rate arbitrage scan across BTC, ETH, SOL and XRP, annualising each venue's rate on its own confirmed interval and ranking spreads into a market-neutral long/short pairing per asset. Purpose: Rank funding-rate arbitrage opportunities across tracked assets and venues as a comparability signal, never a guaranteed-profit claim. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Direct Ethereum event-log evidence of large USDT/USDC transfers, mints and redemptions above a whale-scale threshold, scanned block by block rather than sampled from periodic total-suppl… Purpose: Give an autonomous buyer direct transaction-level evidence of large stablecoin transfers, mints and redemptions as blocks close, complementing the periodic total-supply pulses in the stablecoin-intelligence family. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for Australian Dollar, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in Australian Dollar as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in Australian Dollar on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in Australian Dollar positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for Australian Dollar, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in Australian Dollar shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct Australian Bureau of Statistics headline CPI annual percentage change with month-over-month acceleration, sourced from the official ABS Data API. Purpose: Answer whether Australian consumer-price inflation is accelerating, cooling or stable using direct ABS evidence. 1-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct Australian Bureau of Statistics seasonally adjusted national unemployment rate with one and three-month percentage-point change, sourced from the official ABS Data API. Purpose: Detect deterioration or improvement in the Australian labour market using direct ABS evidence. 1-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in Brazilian Real on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in Brazilian Real positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for Brazilian Real, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in Brazilian Real shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for CME Bitcoin, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in CME Bitcoin as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in CME Bitcoin on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in CME Bitcoin positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for CME Bitcoin, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in CME Bitcoin shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Multi-filer synthesis of SEC XBRL companyfacts CryptoAssetFairValue and CryptoAssetCost facts for a governed registry of corporate bitcoin treasury holders (Strategy, MARA, Riot, Tesla, Coinbase): latest fair value and cost basis per filer, change versus t… Purpose: Track how corporate bitcoin treasury holdings change quarter to quarter from official SEC XBRL filings without inferring unit counts from prices. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct Bitcoin block evidence of large transaction outputs above a whale-scale threshold, scanned block by block rather than sampled from periodic snapshots. Purpose: Give an autonomous buyer direct evidence of large Bitcoin transfers as blocks close, without missing the vast majority of blocks a periodic snapshot would. 15-minute freshness target; missing evidence is reported explicitly rather than invented.

Premium fusion of the existing btc-leverage-risk leveraged-fund positioning-bias evidence with real BTC ledger large-transaction activity, reporting whether elevated on-chain whale activity coi… Purpose: Give an autonomous buyer one read combining BTC leveraged-fund derivatives positioning with real large-transaction ledger activity, explicit about what is and is not directionally comparable between the two. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Premium fusion of the existing btc-etf-flow-pulse SEC shares-outstanding evidence with real BTC ledger large-transaction activity, reporting whether elevated on-chain whale activity coincides with ETF creation… Purpose: Give an autonomous buyer one read combining BTC spot-ETF flow evidence with real large-transaction ledger activity, explicit about what is and is not directionally comparable between the two. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for Canadian Dollar, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in Canadian Dollar as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in Canadian Dollar on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in Canadian Dollar positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for Canadian Dollar, including open-interest share. Purpose: Measure current leveraged-fund net positioning in Canadian Dollar using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for Canadian Dollar, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in Canadian Dollar shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct Statistics Canada all-items Consumer Price Index level with monthly and year-over-year change, sourced from the official WDS API. Purpose: Answer whether Canadian consumer-price inflation is accelerating, cooling or stable using direct Statistics Canada evidence. 1-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct Statistics Canada national unemployment rate with one and three-month percentage-point change, sourced from the official WDS API. Purpose: Detect deterioration or improvement in the Canadian labour market using direct Statistics Canada evidence. 1-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for Swiss Franc, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in Swiss Franc as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in Swiss Franc on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in Swiss Franc positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for Swiss Franc, including open-interest share. Purpose: Measure current leveraged-fund net positioning in Swiss Franc using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for Swiss Franc, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in Swiss Franc shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Commitments of Traders managed-money long, short, spread and net positioning for Cocoa, with open-interest share and exact contract provenance. Purpose: Measure the latest CFTC managed-money net positioning in Cocoa without inferring trader motive or predicting price direction. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC open interest and weekly open-interest change for Cocoa, reported alongside the underlying managed-money positioning context. Purpose: Determine whether CFTC-reported open interest in Cocoa expanded, contracted or stayed broadly stable without treating open interest as a price forecast. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC open interest and weekly open-interest change for Coffee, reported alongside the underlying managed-money positioning context. Purpose: Determine whether CFTC-reported open interest in Coffee expanded, contracted or stayed broadly stable without treating open interest as a price forecast. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly changes in managed-money long, short and spread positions for Coffee, including the resulting change in net positioning. Purpose: Detect whether reported managed-money positioning in Coffee shifted toward net-long, net-short or stable exposure in the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly changes in managed-money long, short and spread positions for Copper, including the resulting change in net positioning. Purpose: Detect whether reported managed-money positioning in Copper shifted toward net-long, net-short or stable exposure in the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC open interest and weekly open-interest change for Corn, reported alongside the underlying managed-money positioning context. Purpose: Determine whether CFTC-reported open interest in Corn expanded, contracted or stayed broadly stable without treating open interest as a price forecast. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly changes in managed-money long, short and spread positions for Corn, including the resulting change in net positioning. Purpose: Detect whether reported managed-money positioning in Corn shifted toward net-long, net-short or stable exposure in the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Commitments of Traders managed-money long, short, spread and net positioning for Cotton No. 2, with open-interest share and exact contract provenance. Purpose: Measure the latest CFTC managed-money net positioning in Cotton No. 2 without inferring trader motive or predicting price direction. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC open interest and weekly open-interest change for Cotton No. 2, reported alongside the underlying managed-money positioning context. Purpose: Determine whether CFTC-reported open interest in Cotton No. 2 expanded, contracted or stayed broadly stable without treating open interest as a price forecast. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Country population, age bands, dependency ratios, fertility and birth rate from UN World Population Prospects via World Bank WDI, with source, licence, lag and missing data. Input: ?country=ISO3. Purpose: Give an autonomous agent a normalized country demographic structure with explicit observation years, consistency checks and missing indicators. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Country health-system profile: life expectancy, mortality, workforce, hospital beds and health spending from World Bank WDI, with per-indicator source, licence, lag and missing data. Input: ?country=ISO3. Purpose: Give an autonomous agent one normalized country health-system brief with explicit coverage, observation years, contradictions and missing indicators. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for Dow Jones Industrial Average, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in Dow Jones Industrial Average as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for Dow Jones Industrial Average, including open-interest share. Purpose: Measure current leveraged-fund net positioning in Dow Jones Industrial Average using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for Dow Jones Industrial Average, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in Dow Jones Industrial Average shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

ECB Deposit Facility Rate from official ECB statistics, normalized for autonomous-agent use with explicit source timing, evidence and limitations. Purpose: give an agent the latest available ecb deposit facility rate with recent official history and source timing 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Euro Short-Term Rate (€STR) from official ECB statistics, normalized for autonomous-agent use with explicit source timing, evidence and limitations. Purpose: give an agent the latest available euro short-term rate (€str) with recent official history and source timing 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Euro Area M3 from official ECB statistics, normalized for autonomous-agent use with explicit source timing, evidence and limitations. Purpose: give an agent the latest available euro area m3 with recent official history and source timing 24-hour freshness target; missing evidence is reported explicitly rather than invented.

ECB Main Refinancing Operations Rate from official ECB statistics, normalized for autonomous-agent use with explicit source timing, evidence and limitations. Purpose: give an agent the latest available ecb main refinancing operations rate with recent official history and source timing 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Eurosystem Total Assets from official ECB statistics, normalized for autonomous-agent use with explicit source timing, evidence and limitations. Purpose: give an agent the latest available eurosystem total assets with recent official history and source timing 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in CME Micro Ether on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in CME Micro Ether positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for CME Micro Ether, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in CME Micro Ether shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct Ethereum block evidence of large native-ETH transfer transactions above a whale-scale threshold, scanned block by block rather than sampled from periodic snapshots. Purpose: Give an autonomous buyer direct evidence of large native-ETH transfers as blocks close, without missing the vast majority of blocks a periodic snapshot would. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Reconciles macro liquidity, ETH-specific crypto transmission, ETH derivatives leverage and BTC-dominance/altcoin-rotation evidence into bull, base and bear scenarios with explicit contradictions; ETF-absorption stays unavailable because spot-Ethereum ETF trusts do not file SEC Form N-PO… Purpose: Combine top-down macro conditions and bottom-up ETH evidence without publishing a strong view when layers conflict. 1-hour freshness target; missing evidence is reported explicitly rather than invented.

Premium fusion of the existing eth-leverage-risk leveraged-fund positioning-bias evidence with real ETH ledger large-transaction activity, reporting whether elevated on-chain whale activity coi… Purpose: Give an autonomous buyer one read combining ETH leveraged-fund derivatives positioning with real large-transaction ledger activity, explicit about what is and is not directionally comparable between the two. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for Euro, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in Euro as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in Euro on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in Euro positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for Euro, including open-interest share. Purpose: Measure current leveraged-fund net positioning in Euro using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for Euro, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in Euro shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Euro Area Quarterly GDP Growth from official ONS/Eurostat evidence with source timing, provenance, missingness and bounded interpretation for autonomous agents. Purpose: return the latest available euro area quarterly gdp growth with recent official history, observation periods and source metadata 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Euro Area HICP Annual Inflation from official ONS/Eurostat evidence with source timing, provenance, missingness and bounded interpretation for autonomous agents. Purpose: return the latest available euro area hicp annual inflation with recent official history, observation periods and source metadata 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Euro Area Industrial Production from official ONS/Eurostat evidence with source timing, provenance, missingness and bounded interpretation for autonomous agents. Purpose: return the latest available euro area industrial production with recent official history, observation periods and source metadata 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Euro Area Retail Trade Volume from official ONS/Eurostat evidence with source timing, provenance, missingness and bounded interpretation for autonomous agents. Purpose: return the latest available euro area retail trade volume with recent official history, observation periods and source metadata 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Euro Area Unemployment Rate from official ONS/Eurostat evidence with source timing, provenance, missingness and bounded interpretation for autonomous agents. Purpose: return the latest available euro area unemployment rate with recent official history, observation periods and source metadata 24-hour freshness target; missing evidence is reported explicitly rather than invented.

UK Industrial Production from official ONS/Eurostat evidence with source timing, provenance, missingness and bounded interpretation for autonomous agents. Purpose: return the latest available uk industrial production with recent official history, observation periods and source metadata 24-hour freshness target; missing evidence is reported explicitly rather than invented.

UK Regular Pay from official ONS/Eurostat evidence with source timing, provenance, missingness and bounded interpretation for autonomous agents. Purpose: return the latest available uk regular pay with recent official history, observation periods and source metadata 24-hour freshness target; missing evidence is reported explicitly rather than invented.

UK Retail Sales Volume from official ONS/Eurostat evidence with source timing, provenance, missingness and bounded interpretation for autonomous agents. Purpose: return the latest available uk retail sales volume with recent official history, observation periods and source metadata 24-hour freshness target; missing evidence is reported explicitly rather than invented.

UK CPI Services Price Index from official ONS/Eurostat evidence with source timing, provenance, missingness and bounded interpretation for autonomous agents. Purpose: return the latest available uk cpi services price index with recent official history, observation periods and source metadata 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in Federal Funds on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in Federal Funds positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for Federal Funds, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in Federal Funds shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for British Pound, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in British Pound as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for British Pound, including open-interest share. Purpose: Measure current leveraged-fund net positioning in British Pound using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for British Pound, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in British Pound shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC open interest and weekly open-interest change for Gold, reported alongside the underlying managed-money positioning context. Purpose: Determine whether CFTC-reported open interest in Gold expanded, contracted or stayed broadly stable without treating open interest as a price forecast. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly changes in managed-money long, short and spread positions for Gold, including the resulting change in net positioning. Purpose: Detect whether reported managed-money positioning in Gold shifted toward net-long, net-short or stable exposure in the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for Japanese Yen, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in Japanese Yen as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in Japanese Yen on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in Japanese Yen positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for Japanese Yen, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in Japanese Yen shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Commitments of Traders managed-money long, short, spread and net positioning for Lean Hogs, with open-interest share and exact contract provenance. Purpose: Measure the latest CFTC managed-money net positioning in Lean Hogs without inferring trader motive or predicting price direction. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC open interest and weekly open-interest change for Lean Hogs, reported alongside the underlying managed-money positioning context. Purpose: Determine whether CFTC-reported open interest in Lean Hogs expanded, contracted or stayed broadly stable without treating open interest as a price forecast. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly changes in managed-money long, short and spread positions for Lean Hogs, including the resulting change in net positioning. Purpose: Detect whether reported managed-money positioning in Lean Hogs shifted toward net-long, net-short or stable exposure in the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Commitments of Traders managed-money long, short, spread and net positioning for Live Cattle, with open-interest share and exact contract provenance. Purpose: Measure the latest CFTC managed-money net positioning in Live Cattle without inferring trader motive or predicting price direction. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC open interest and weekly open-interest change for Live Cattle, reported alongside the underlying managed-money positioning context. Purpose: Determine whether CFTC-reported open interest in Live Cattle expanded, contracted or stayed broadly stable without treating open interest as a price forecast. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly changes in managed-money long, short and spread positions for Live Cattle, including the resulting change in net positioning. Purpose: Detect whether reported managed-money positioning in Live Cattle shifted toward net-long, net-short or stable exposure in the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United Arab Emirates central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United Arab Emirates central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United Arab Emirates current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United Arab Emirates current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United Arab Emirates fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United Arab Emirates fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United Arab Emirates gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United Arab Emirates gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United Arab Emirates gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United Arab Emirates gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United Arab Emirates gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United Arab Emirates gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United Arab Emirates consumer price inflation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United Arab Emirates consumer price inflation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United Arab Emirates real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United Arab Emirates real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United Arab Emirates reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United Arab Emirates reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United Arab Emirates unemployment plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United Arab Emirates unemployment series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Argentina central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Argentina central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Argentina current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Argentina current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Argentina fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Argentina fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Argentina gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Argentina gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Argentina gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Argentina gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Argentina consumer price inflation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Argentina consumer price inflation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Argentina real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Argentina real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Australia central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Australia central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Australia current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Australia current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Australia fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Australia fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Australia gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Australia gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Australia gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Australia gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Australia gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Australia gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Australia consumer price inflation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Australia consumer price inflation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Australia real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Australia real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Australia trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Australia trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Australia unemployment plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Australia unemployment series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Brazil gross capital formation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Brazil gross capital formation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Brazil current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Brazil current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Brazil fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Brazil fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Brazil gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Brazil gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Brazil gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Brazil gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Brazil consumer price inflation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Brazil consumer price inflation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Brazil real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Brazil real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Brazil reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Brazil reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Canada gross capital formation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Canada gross capital formation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Canada fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Canada fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Canada gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Canada gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Canada gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Canada gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Canada gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Canada gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Canada real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Canada real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Canada reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Canada reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Canada trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Canada trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Canada unemployment plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Canada unemployment series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Switzerland central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Switzerland central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Switzerland fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Switzerland fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Switzerland gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Switzerland gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Switzerland gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Switzerland gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Switzerland consumer price inflation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Switzerland consumer price inflation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Switzerland real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Switzerland real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Switzerland unemployment plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Switzerland unemployment series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available China current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced China current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available China fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced China fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available China gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced China gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available China gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced China gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available China consumer price inflation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced China consumer price inflation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available China real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced China real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available China trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced China trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available China unemployment plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced China unemployment series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Germany current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Germany current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Germany fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Germany fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Germany gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Germany gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Germany gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Germany gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Germany real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Germany real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Germany reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Germany reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Germany trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Germany trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Germany unemployment plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Germany unemployment series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Spain central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Spain central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Spain gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Spain gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Spain gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Spain gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Spain trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Spain trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available France fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced France fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available France gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced France gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available France real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced France real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available France reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced France reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available France trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced France trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Hong Kong SAR, China gross capital formation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Hong Kong SAR, China gross capital formation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Hong Kong SAR, China central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Hong Kong SAR, China central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Hong Kong SAR, China current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Hong Kong SAR, China current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Hong Kong SAR, China fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Hong Kong SAR, China fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Hong Kong SAR, China gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Hong Kong SAR, China gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Hong Kong SAR, China real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Hong Kong SAR, China real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Indonesia current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Indonesia current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Indonesia fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Indonesia fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Indonesia gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Indonesia gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Indonesia gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Indonesia gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Indonesia gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Indonesia gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Indonesia consumer price inflation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Indonesia consumer price inflation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Indonesia reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Indonesia reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Indonesia unemployment plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Indonesia unemployment series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available India gross capital formation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced India gross capital formation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available India current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced India current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available India fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced India fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available India gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced India gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available India gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced India gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available India gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced India gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available India real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced India real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available India reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced India reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available India trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced India trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available India unemployment plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced India unemployment series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Italy gross capital formation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Italy gross capital formation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Italy central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Italy central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Italy current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Italy current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Italy fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Italy fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Italy gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Italy gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Italy consumer price inflation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Italy consumer price inflation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Italy real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Italy real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Italy reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Italy reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Italy trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Italy trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Japan central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Japan central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Japan fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Japan fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Japan gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Japan gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Japan consumer price inflation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Japan consumer price inflation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Japan reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Japan reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Japan trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Japan trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Japan unemployment plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Japan unemployment series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available South Korea central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced South Korea central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available South Korea current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced South Korea current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available South Korea gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced South Korea gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available South Korea gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced South Korea gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available South Korea gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced South Korea gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available South Korea consumer price inflation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced South Korea consumer price inflation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available South Korea reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced South Korea reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available South Korea trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced South Korea trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Mexico gross capital formation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Mexico gross capital formation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Mexico central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Mexico central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Mexico current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Mexico current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Mexico fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Mexico fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Mexico gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Mexico gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Mexico consumer price inflation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Mexico consumer price inflation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Mexico real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Mexico real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Mexico reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Mexico reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Mexico trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Mexico trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Mexico unemployment plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Mexico unemployment series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Malaysia gross capital formation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Malaysia gross capital formation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Malaysia fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Malaysia fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Malaysia gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Malaysia gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Malaysia gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Malaysia gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Malaysia gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Malaysia gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Malaysia real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Malaysia real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Malaysia reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Malaysia reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Malaysia trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Malaysia trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Malaysia unemployment plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Malaysia unemployment series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Netherlands gross capital formation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Netherlands gross capital formation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Netherlands central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Netherlands central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Netherlands gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Netherlands gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Netherlands gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Netherlands gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Netherlands gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Netherlands gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Netherlands consumer price inflation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Netherlands consumer price inflation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Netherlands real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Netherlands real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Netherlands trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Netherlands trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Norway current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Norway current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Norway gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Norway gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Norway gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Norway gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Norway real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Norway real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Norway reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Norway reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available New Zealand central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced New Zealand central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available New Zealand current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced New Zealand current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available New Zealand fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced New Zealand fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available New Zealand gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced New Zealand gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available New Zealand gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced New Zealand gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available New Zealand consumer price inflation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced New Zealand consumer price inflation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available New Zealand trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced New Zealand trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available New Zealand unemployment plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced New Zealand unemployment series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Poland current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Poland current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Poland fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Poland fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Poland gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Poland gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Poland gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Poland gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Poland gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Poland gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Poland real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Poland real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Poland reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Poland reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Poland trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Poland trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Poland unemployment plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Poland unemployment series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Saudi Arabia gross capital formation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Saudi Arabia gross capital formation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Saudi Arabia central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Saudi Arabia central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Saudi Arabia current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Saudi Arabia current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Saudi Arabia fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Saudi Arabia fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Saudi Arabia gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Saudi Arabia gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Saudi Arabia gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Saudi Arabia gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Saudi Arabia gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Saudi Arabia gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Saudi Arabia real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Saudi Arabia real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Saudi Arabia reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Saudi Arabia reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Saudi Arabia trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Saudi Arabia trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Sweden central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Sweden central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Sweden current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Sweden current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Sweden fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Sweden fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Sweden gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Sweden gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Sweden gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Sweden gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Sweden real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Sweden real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Sweden reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Sweden reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Sweden trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Sweden trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Sweden unemployment plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Sweden unemployment series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Singapore gross capital formation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Singapore gross capital formation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Singapore current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Singapore current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Singapore gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Singapore gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Singapore gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Singapore gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Singapore real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Singapore real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Singapore reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Singapore reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Singapore unemployment plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Singapore unemployment series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Thailand gross capital formation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Thailand gross capital formation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Thailand central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Thailand central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Thailand current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Thailand current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Thailand fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Thailand fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Thailand gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Thailand gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Thailand gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Thailand gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Thailand gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Thailand gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Thailand reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Thailand reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Thailand trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Thailand trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Türkiye gross capital formation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Türkiye gross capital formation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Türkiye current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Türkiye current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Türkiye fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Türkiye fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Türkiye gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Türkiye gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Türkiye consumer price inflation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Türkiye consumer price inflation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Türkiye reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Türkiye reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Türkiye trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Türkiye trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available Türkiye unemployment plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced Türkiye unemployment series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United Kingdom gross capital formation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United Kingdom gross capital formation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United Kingdom central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United Kingdom central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United Kingdom current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United Kingdom current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United Kingdom fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United Kingdom fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United Kingdom gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United Kingdom gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United Kingdom gross savings plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United Kingdom gross savings series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United Kingdom real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United Kingdom real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United Kingdom reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United Kingdom reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United Kingdom trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United Kingdom trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United States gross capital formation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United States gross capital formation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United States central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United States central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United States current account balance plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United States current account balance series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United States fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United States fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United States gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United States gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United States gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United States gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United States reserve buffer plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United States reserve buffer series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United States trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United States trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available United States unemployment plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced United States unemployment series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available South Africa gross capital formation plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced South Africa gross capital formation series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available South Africa central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced South Africa central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available South Africa fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced South Africa fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available South Africa gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced South Africa gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available South Africa gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced South Africa gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available South Africa real interest rate plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced South Africa real interest rate series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available South Africa trade openness plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced South Africa trade openness series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available South Africa unemployment plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced South Africa unemployment series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for MSCI Emerging Markets, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in MSCI Emerging Markets as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in MSCI Emerging Markets on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in MSCI Emerging Markets positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for MSCI Emerging Markets, including open-interest share. Purpose: Measure current leveraged-fund net positioning in MSCI Emerging Markets using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for MSCI Emerging Markets, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in MSCI Emerging Markets shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in Mexican Peso on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in Mexican Peso positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for Mexican Peso, including open-interest share. Purpose: Measure current leveraged-fund net positioning in Mexican Peso using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for Mexican Peso, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in Mexican Peso shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for E-mini Nasdaq 100, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in E-mini Nasdaq 100 as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in E-mini Nasdaq 100 on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in E-mini Nasdaq 100 positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for E-mini Nasdaq 100, including open-interest share. Purpose: Measure current leveraged-fund net positioning in E-mini Nasdaq 100 using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for E-mini Nasdaq 100, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in E-mini Nasdaq 100 shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC open interest and weekly open-interest change for Natural Gas, reported alongside the underlying managed-money positioning context. Purpose: Determine whether CFTC-reported open interest in Natural Gas expanded, contracted or stayed broadly stable without treating open interest as a price forecast. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly changes in managed-money long, short and spread positions for Natural Gas, including the resulting change in net positioning. Purpose: Detect whether reported managed-money positioning in Natural Gas shifted toward net-long, net-short or stable exposure in the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for New Zealand Dollar, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in New Zealand Dollar as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in New Zealand Dollar on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in New Zealand Dollar positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for New Zealand Dollar, including open-interest share. Purpose: Measure current leveraged-fund net positioning in New Zealand Dollar using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for New Zealand Dollar, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in New Zealand Dollar shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Commitments of Traders managed-money long, short, spread and net positioning for Palladium, with open-interest share and exact contract provenance. Purpose: Measure the latest CFTC managed-money net positioning in Palladium without inferring trader motive or predicting price direction. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC open interest and weekly open-interest change for Platinum, reported alongside the underlying managed-money positioning context. Purpose: Determine whether CFTC-reported open interest in Platinum expanded, contracted or stayed broadly stable without treating open interest as a price forecast. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly changes in managed-money long, short and spread positions for Platinum, including the resulting change in net positioning. Purpose: Detect whether reported managed-money positioning in Platinum shifted toward net-long, net-short or stable exposure in the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC open interest and weekly open-interest change for Silver, reported alongside the underlying managed-money positioning context. Purpose: Determine whether CFTC-reported open interest in Silver expanded, contracted or stayed broadly stable without treating open interest as a price forecast. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly changes in managed-money long, short and spread positions for Silver, including the resulting change in net positioning. Purpose: Detect whether reported managed-money positioning in Silver shifted toward net-long, net-short or stable exposure in the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in CME Solana on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in CME Solana positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for CME Solana, including open-interest share. Purpose: Measure current leveraged-fund net positioning in CME Solana using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for CME Solana, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in CME Solana shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Bounded United States Treasury refinancing-pressure reading from official Fiscal Data: the 30/90/180-day marketable maturity wall (MSPD Table 3), scheduled gross issuance and current stop-out yields from the auctions feed, and the average outstandi… Purpose: Measure how much sovereign debt must be refinanced in the next 30, 90 and 180 days and at what rate reset, without forecasting yields or auction outcomes. 6-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Commitments of Traders managed-money long, short, spread and net positioning for Soybeans, with open-interest share and exact contract provenance. Purpose: Measure the latest CFTC managed-money net positioning in Soybeans without inferring trader motive or predicting price direction. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly changes in managed-money long, short and spread positions for Soybeans, including the resulting change in net positioning. Purpose: Detect whether reported managed-money positioning in Soybeans shifted toward net-long, net-short or stable exposure in the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in S&P Communication Sector on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in S&P Communication Sector positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for S&P Communication Sector, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in S&P Communication Sector shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for S&P Financial Sector, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in S&P Financial Sector as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for S&P Financial Sector, including open-interest share. Purpose: Measure current leveraged-fund net positioning in S&P Financial Sector using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for S&P Health Care Sector, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in S&P Health Care Sector as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in S&P Health Care Sector on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in S&P Health Care Sector positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for S&P Health Care Sector, including open-interest share. Purpose: Measure current leveraged-fund net positioning in S&P Health Care Sector using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for S&P Industrial Sector, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in S&P Industrial Sector as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for S&P Industrial Sector, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in S&P Industrial Sector shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for S&P Technology Sector, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in S&P Technology Sector as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for S&P Technology Sector, including open-interest share. Purpose: Measure current leveraged-fund net positioning in S&P Technology Sector using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for S&P Technology Sector, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in S&P Technology Sector shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for S&P Utilities Sector, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in S&P Utilities Sector as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in S&P Utilities Sector on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in S&P Utilities Sector positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for S&P Utilities Sector, including open-interest share. Purpose: Measure current leveraged-fund net positioning in S&P Utilities Sector using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for S&P Utilities Sector, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in S&P Utilities Sector shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for E-mini S&P 500, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in E-mini S&P 500 as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for E-mini S&P 500, including open-interest share. Purpose: Measure current leveraged-fund net positioning in E-mini S&P 500 using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for E-mini S&P 500, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in E-mini S&P 500 shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Premium fusion of the existing stablecoin systemic-risk and crypto-dollar liquidity-regime evidence with real ledger-verified USDT/USDC mint, redemption and large-transfer activity, reporting whether the tw… Purpose: Give an autonomous buyer one read combining periodic stablecoin supply-model evidence with real transaction-level mint/redemption activity, explicit about what still remains unavailable in both. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Commitments of Traders managed-money long, short, spread and net positioning for Sugar No. 11, with open-interest share and exact contract provenance. Purpose: Measure the latest CFTC managed-money net positioning in Sugar No. 11 without inferring trader motive or predicting price direction. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC open interest and weekly open-interest change for Sugar No. 11, reported alongside the underlying managed-money positioning context. Purpose: Determine whether CFTC-reported open interest in Sugar No. 11 expanded, contracted or stayed broadly stable without treating open interest as a price forecast. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly changes in managed-money long, short and spread positions for Sugar No. 11, including the resulting change in net positioning. Purpose: Detect whether reported managed-money positioning in Sugar No. 11 shifted toward net-long, net-short or stable exposure in the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Official Bank Rate from official Bank of England statistical data, normalized for autonomous-agent use with source timestamp, recent history and explicit limitations. Purpose: give an agent the latest available official bank rate with recent official history and source timing 24-hour freshness target; missing evidence is reported explicitly rather than invented.

SONIA from official Bank of England statistical data, normalized for autonomous-agent use with source timestamp, recent history and explicit limitations. Purpose: give an agent the latest available sonia with recent official history and source timing 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct BLS seasonally adjusted CPI excluding food and energy, with monthly and year-over-year momentum. Purpose: Measure the direction and persistence of core US consumer-price inflation using direct BLS evidence. 6-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct BLS seasonally adjusted headline CPI level, monthly momentum and year-over-year change with retrieval-time provenance. Purpose: Answer whether headline US consumer-price inflation is accelerating, cooling or broadly stable using direct BLS evidence. 6-hour freshness target; missing evidence is reported explicitly rather than invented.

Combines direct Federal Reserve industrial-production and capacity-utilization evidence into a deliberately narrow industrial growth signal. Purpose: Detect expansion, contraction or mixed momentum in the directly observed US industrial economy. 6-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares direct BLS headline and core CPI over one, three and twelve-month windows without converting missing observations into zero. Purpose: Detect short-horizon US inflation acceleration or deceleration before a full macro synthesis is needed. 6-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct BLS labour-force participation level and recent percentage-point changes. Purpose: Track whether US labour supply participation is improving, weakening or stable. 6-hour freshness target; missing evidence is reported explicitly rather than invented.

Combines direct BLS payroll, unemployment, participation and wage evidence into a bounded labour-momentum classification. Purpose: Determine whether the US labour backdrop is strengthening, weakening or mixed without publishing a recession probability. 6-hour freshness target; missing evidence is reported explicitly rather than invented.

Cross-tenor five and twenty-two-observation movement across direct 2Y, 10Y and 30Y Treasury par yields. Purpose: Detect broad upward, downward or mixed US rate pressure across the Treasury curve. 6-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct Census Bureau Advance Monthly Retail Trade Survey total retail and food services sales level, with monthly and year-over-year change. Purpose: Measure the direction of US consumer spending at the point of sale using the Census Bureau's own headline retail-sales release. 6-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct BLS unemployment-rate level and one/three-month change in percentage points. Purpose: Detect deterioration or improvement in the US unemployment rate using direct BLS labour evidence. 6-hour freshness target; missing evidence is reported explicitly rather than invented.

Joint classification of direct 2s10s and 3m10y Treasury curve slopes and recent steepening/flattening behaviour. Purpose: Classify the current US Treasury curve regime without treating inversion alone as a deterministic recession forecast. 6-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for U.S. Dollar Index, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in U.S. Dollar Index as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in U.S. Dollar Index on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in U.S. Dollar Index positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for U.S. Dollar Index, including open-interest share. Purpose: Measure current leveraged-fund net positioning in U.S. Dollar Index using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for U.S. Dollar Index, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in U.S. Dollar Index shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in U.S. Treasury 10Y on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in U.S. Treasury 10Y positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for U.S. Treasury 10Y, including open-interest share. Purpose: Measure current leveraged-fund net positioning in U.S. Treasury 10Y using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for U.S. Treasury 10Y, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in U.S. Treasury 10Y shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for U.S. Treasury 2Y, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in U.S. Treasury 2Y as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in U.S. Treasury 2Y on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in U.S. Treasury 2Y positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for U.S. Treasury 2Y, including open-interest share. Purpose: Measure current leveraged-fund net positioning in U.S. Treasury 2Y using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for U.S. Treasury 2Y, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in U.S. Treasury 2Y shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for U.S. Treasury 5Y, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in U.S. Treasury 5Y as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in U.S. Treasury 5Y on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in U.S. Treasury 5Y positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for U.S. Treasury 5Y, including open-interest share. Purpose: Measure current leveraged-fund net positioning in U.S. Treasury 5Y using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in Ultra U.S. Treasury 10Y on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in Ultra U.S. Treasury 10Y positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for Ultra U.S. Treasury 10Y, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in Ultra U.S. Treasury 10Y shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for Ultra U.S. Treasury Bond, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in Ultra U.S. Treasury Bond as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in Ultra U.S. Treasury Bond on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in Ultra U.S. Treasury Bond positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for Ultra U.S. Treasury Bond, including open-interest share. Purpose: Measure current leveraged-fund net positioning in Ultra U.S. Treasury Bond using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for Ultra U.S. Treasury Bond, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in Ultra U.S. Treasury Bond shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for VIX, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in VIX as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in VIX on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in VIX positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for VIX, including open-interest share. Purpose: Measure current leveraged-fund net positioning in VIX using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for VIX, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in VIX shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC open interest and weekly open-interest change for Wheat SRW, reported alongside the underlying managed-money positioning context. Purpose: Determine whether CFTC-reported open interest in Wheat SRW expanded, contracted or stayed broadly stable without treating open interest as a price forecast. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC open interest and weekly open-interest change for WTI Crude Oil, reported alongside the underlying managed-money positioning context. Purpose: Determine whether CFTC-reported open interest in WTI Crude Oil expanded, contracted or stayed broadly stable without treating open interest as a price forecast. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly changes in managed-money long, short and spread positions for WTI Crude Oil, including the resulting change in net positioning. Purpose: Detect whether reported managed-money positioning in WTI Crude Oil shifted toward net-long, net-short or stable exposure in the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in CME XRP on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in CME XRP positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for CME XRP, including open-interest share. Purpose: Measure current leveraged-fund net positioning in CME XRP using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Snapshot-by-snapshot and month-by-month history of total escrowed XRP built strictly from the platform's own validated XRPL escrow snapshots: escrow objects that disappeared between consecutive snapshots (released, finished or cancelled), new esc… Purpose: Measure how much escrowed XRP has been released and re-locked over time from native ledger snapshots without attributing intent or using external explorers. 1-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct XRPL ledger evidence of large native-XRP Payment transactions above a whale-scale threshold, scanned ledger by ledger rather than sampled from periodic snapshots. Purpose: Give an autonomous buyer direct evidence of large native-XRP transfers as they close, without missing the vast majority of ledgers a periodic snapshot would. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Premium fusion of the existing xrp-leverage-risk leveraged-fund positioning-bias evidence with real XRP ledger large-transaction activity, reporting whether elevated on-chain whale activity coi… Purpose: Give an autonomous buyer one read combining XRP leveraged-fund derivatives positioning with real large-transaction ledger activity, explicit about what is and is not directionally comparable between the two. 5-minute freshness target; missing evidence is reported explicitly rather than invented.

Bounded yen carry-trade regime from official Japan MOF JGB yields, the UST-JGB 10Y carry spread, an ECB reference-rate USD/JPY cross and CFTC speculative yen positioning, with BTC and XRP derivatives leverage as the observ… Purpose: Classify whether yen carry conditions currently read supportive, unwinding or mixed and expose crypto leverage as the transmission target without inventing a lead/lag relationship. 1-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in South African Rand on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in South African Rand positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for South African Rand, including open-interest share. Purpose: Measure current leveraged-fund net positioning in South African Rand using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for South African Rand, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in South African Rand shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.