Audit

Data audit

Inspect every audit record with its value, source, date, status, formula, and methodology metadata.

Some values may use demo or fallback data. Verify source status before research or investment use.

Live data are fetched from external sources. Demo and fallback data are illustrative or backup values and should be verified before research or investment use.

Quality checks found 81 warnings or errors across 27 displayed records. 27 records need correction before they should be treated as reliable.

Freshness warnings: 0Metadata warnings: 27Demo/fallback warnings: 27

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Audit records (27 of 581)

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Indicator	Indicator ID	Country	Value	Unit	Frequency	Date/time period	Source	Source status	Endpoint	Series ID	Formula ID	Formula summary	Data status	Last updated	Quality warnings	Missing-data rule	Notes / limitations
S&P 500 proxy	SP500_PROXY	United States market proxy	N/A	index	event	N/A	FRED API	fallback	Server-side /series/observations request. FRED_API_KEY is read from environment variables.	N/A	N/A	N/A	fallback	2026-06-11T17:36:00-04:00	S&P 500 proxy is missing a displayed value. S&P 500 proxy is missing a date or time period. S&P 500 proxy is labelled fallback; verify before research or investment use.	No formula; direct source observation or static metadata.	Live-first market tile using FRED series SP500 when FRED_API_KEY is configured; labelled demo market snapshot fallback remains available. Value is not directly materialized as a numeric audit record in the current codebase.
S&P 500 proxy change	SP500_PROXY_CHANGE	United States market proxy	N/A	index change	event	N/A	FRED API	fallback	Server-side /series/observations request. FRED_API_KEY is read from environment variables.	N/A	N/A	N/A	fallback	2026-06-11T17:36:00-04:00	S&P 500 proxy change is missing a displayed value. S&P 500 proxy change is missing a date or time period. S&P 500 proxy change is labelled fallback; verify before research or investment use.	No formula; direct source observation or static metadata.	Dashboard market adapter calculates the change from latest minus prior S&P 500 observations when live data is available; otherwise uses the labelled demo fallback change. Value is not directly materialized as a numeric audit record in the current codebase.
VIX proxy	VIX_PROXY	United States market proxy	N/A	index	event	N/A	FRED API	fallback	Server-side /series/observations request. FRED_API_KEY is read from environment variables.	N/A	N/A	N/A	fallback	2026-06-11T17:36:00-04:00	VIX proxy is missing a displayed value. VIX proxy is missing a date or time period. VIX proxy is labelled fallback; verify before research or investment use.	No formula; direct source observation or static metadata.	Live-first market tile using FRED series VIXCLS when FRED_API_KEY is configured; labelled demo market snapshot fallback remains available. Value is not directly materialized as a numeric audit record in the current codebase.
VIX proxy change	VIX_PROXY_CHANGE	United States market proxy	N/A	index change	event	N/A	FRED API	fallback	Server-side /series/observations request. FRED_API_KEY is read from environment variables.	N/A	N/A	N/A	fallback	2026-06-11T17:36:00-04:00	VIX proxy change is missing a displayed value. VIX proxy change is missing a date or time period. VIX proxy change is labelled fallback; verify before research or investment use.	No formula; direct source observation or static metadata.	Dashboard market adapter calculates the change from latest minus prior VIX observations when live data is available; otherwise uses the labelled demo fallback change. Value is not directly materialized as a numeric audit record in the current codebase.
U.S. 10-year yield market snapshot	MARKET_US_10Y_YIELD	United States	N/A	%	event	N/A	FRED API	fallback	Server-side /series/observations request. FRED_API_KEY is read from environment variables.	N/A	N/A	N/A	fallback	2026-06-11T17:36:00-04:00	U.S. 10-year yield market snapshot is missing a displayed value. U.S. 10-year yield market snapshot is missing a date or time period. U.S. 10-year yield market snapshot is labelled fallback; verify before research or investment use.	No formula; direct source observation or static metadata.	Live-first market tile reusing FRED series DGS10 from YIELD_10Y when FRED_API_KEY is configured; labelled demo market snapshot fallback remains available. Value is not directly materialized as a numeric audit record in the current codebase.
U.S. 10-year yield market snapshot change	MARKET_US_10Y_YIELD_CHANGE	United States	N/A	percentage points	event	N/A	FRED API	fallback	Server-side /series/observations request. FRED_API_KEY is read from environment variables.	N/A	N/A	N/A	fallback	2026-06-11T17:36:00-04:00	U.S. 10-year yield market snapshot change is missing a displayed value. U.S. 10-year yield market snapshot change is missing a date or time period. U.S. 10-year yield market snapshot change is labelled fallback; verify before research or investment use.	No formula; direct source observation or static metadata.	Dashboard market adapter calculates the change from latest minus prior U.S. 10-year yield observations when live data is available; otherwise uses the labelled demo fallback change. Value is not directly materialized as a numeric audit record in the current codebase.
Broad U.S. dollar index proxy	DXY_PROXY	United States dollar index proxy	N/A	index	event	N/A	FRED API	fallback	Server-side /series/observations request. FRED_API_KEY is read from environment variables.	N/A	N/A	N/A	fallback	2026-06-11T17:36:00-04:00	Broad U.S. dollar index proxy is missing a displayed value. Broad U.S. dollar index proxy is missing a date or time period. Broad U.S. dollar index proxy is labelled fallback; verify before research or investment use.	No formula; direct source observation or static metadata.	Live-first market tile using FRED broad dollar index proxy DTWEXBGS when FRED_API_KEY is configured; labelled demo market snapshot fallback remains available. Value is not directly materialized as a numeric audit record in the current codebase.
Broad U.S. dollar index proxy change	DXY_PROXY_CHANGE	United States dollar index proxy	N/A	index change	event	N/A	FRED API	fallback	Server-side /series/observations request. FRED_API_KEY is read from environment variables.	N/A	N/A	N/A	fallback	2026-06-11T17:36:00-04:00	Broad U.S. dollar index proxy change is missing a displayed value. Broad U.S. dollar index proxy change is missing a date or time period. Broad U.S. dollar index proxy change is labelled fallback; verify before research or investment use.	No formula; direct source observation or static metadata.	Dashboard market adapter calculates the change from latest minus prior dollar-index observations when live data is available; otherwise uses the labelled demo fallback change. Value is not directly materialized as a numeric audit record in the current codebase.
AI country report text	AI_REPORT_TEXT	Selected country	N/A	text	event	N/A	Application calculation engine	fallback	src/lib/format.ts, src/lib/scoring.ts, src/lib/forecasting.ts, and page-level calculations	N/A	AI_REPORT_TEXT_RULE	Uses OpenAI only when configured; otherwise creates deterministic text from indicators, scores, and regime.	fallback	2026-06-11T17:36:00-04:00	AI country report text is missing a displayed value. AI country report text is missing a date or time period. AI country report text is labelled fallback; verify before research or investment use.	Deterministic report uses formatPercent, which returns N/A for undefined values. OpenAI failures fall back to deterministic text.	Generated by OpenAI when OPENAI_API_KEY is configured and request succeeds; otherwise deterministic fallback text. Value is not directly materialized as a numeric audit record in the current codebase.
AI report mode	AI_REPORT_MODE	Selected country	N/A	OpenAI enabled/fallback label	event	N/A	Application calculation engine	fallback	src/lib/format.ts, src/lib/scoring.ts, src/lib/forecasting.ts, and page-level calculations	N/A	AI_REPORT_MODE_RULE	Displays whether OpenAI can be attempted based on server-side key presence.	fallback	2026-06-11T17:36:00-04:00	AI report mode is missing a displayed value. AI report mode is missing a date or time period. AI report mode is labelled fallback; verify before research or investment use.	If no key is present, displays Deterministic fallback.	Displayed based on presence of OPENAI_API_KEY; no key value is exposed. Value is not directly materialized as a numeric audit record in the current codebase.
AI report prompt inputs	AI_REPORT_PROMPT_INPUTS	Selected country	N/A	mixed	event	N/A	Application calculation engine	fallback	src/lib/format.ts, src/lib/scoring.ts, src/lib/forecasting.ts, and page-level calculations	N/A	AI_REPORT_PROMPT_INPUTS_RULE	Builds a compact list of indicator values plus scores and regime for the report prompt.	fallback	2026-06-11T17:36:00-04:00	AI report prompt inputs is missing a displayed value. AI report prompt inputs is missing a date or time period. AI report prompt inputs is labelled fallback; verify before research or investment use.	Missing prompt indicators are written as 'missing'.	Uses GDP, CPI, unemployment, policy rate, debt, fiscal balance, current account, risk scores, and regime. Value is not directly materialized as a numeric audit record in the current codebase.
AI report data timestamp	AI_REPORT_DATA_TIMESTAMP	Selected country	N/A	ISO timestamp	event	N/A	Application calculation engine	fallback	src/lib/format.ts, src/lib/scoring.ts, src/lib/forecasting.ts, and page-level calculations	N/A	LATEST_VALUE_SELECTION	The app selects the latest observation by sorting date strings and taking the last item.	fallback	2026-06-11T17:36:00-04:00	AI report data timestamp is missing a displayed value. AI report data timestamp is missing a date or time period. AI report data timestamp is labelled fallback; verify before research or investment use.	If no observation is found, latestObservation is undefined. latestValue then returns undefined.	Derived from latest observation timestamp and included in deterministic report text. Value is not directly materialized as a numeric audit record in the current codebase.
Adapter health status	ADAPTER_HEALTH_STATUS	Adapter-specific	N/A	live/demo/fallback/degraded/unavailable/mapping-error/parser-error/network-error/blocked	event	N/A	Application calculation engine	fallback	src/lib/format.ts, src/lib/scoring.ts, src/lib/forecasting.ts, and page-level calculations	N/A	ADAPTER_HEALTH_DIAGNOSTICS	Adapter health rows are assembled from adapter-specific live checks, parse results, and fallback diagnostics.	fallback	2026-06-11T17:36:00-04:00	Adapter health status is missing a displayed value. Adapter health status is missing a date or time period. Adapter health status is labelled fallback; verify before research or investment use.	Missing API keys return degraded/demo status with a missing-key message. Failed live checks use demo fallback where implemented.	Displayed for every data adapter. Value is not directly materialized as a numeric audit record in the current codebase.
Adapter status category	ADAPTER_STATUS_CATEGORY	Adapter-specific	N/A	status category	event	N/A	Application calculation engine	fallback	src/lib/format.ts, src/lib/scoring.ts, src/lib/forecasting.ts, and page-level calculations	N/A	ADAPTER_HEALTH_DIAGNOSTICS	Adapter health rows are assembled from adapter-specific live checks, parse results, and fallback diagnostics.	fallback	2026-06-11T17:36:00-04:00	Adapter status category is missing a displayed value. Adapter status category is missing a date or time period. Adapter status category is labelled fallback; verify before research or investment use.	Missing API keys return degraded/demo status with a missing-key message. Failed live checks use demo fallback where implemented.	Optional status detail such as parser-error, mapping-error, network-error, blocked, or degraded. Value is not directly materialized as a numeric audit record in the current codebase.
Adapter mode	ADAPTER_MODE	Adapter-specific	N/A	live/demo/fallback/degraded/unavailable/mapping-error/parser-error/network-error/blocked	event	N/A	Application calculation engine	fallback	src/lib/format.ts, src/lib/scoring.ts, src/lib/forecasting.ts, and page-level calculations	N/A	ADAPTER_HEALTH_DIAGNOSTICS	Adapter health rows are assembled from adapter-specific live checks, parse results, and fallback diagnostics.	fallback	2026-06-11T17:36:00-04:00	Adapter mode is missing a displayed value. Adapter mode is missing a date or time period. Adapter mode is labelled fallback; verify before research or investment use.	Missing API keys return degraded/demo status with a missing-key message. Failed live checks use demo fallback where implemented.	Displayed as mode in adapter health table. Value is not directly materialized as a numeric audit record in the current codebase.
Adapter frequency	ADAPTER_FREQUENCY	Adapter-specific	N/A	frequency label	event	N/A	Adapter health registry	fallback	dataAdapters[].healthCheck()	N/A	N/A	N/A	fallback	2026-06-11T17:36:00-04:00	Adapter frequency is missing a displayed value. Adapter frequency is missing a date or time period. Adapter frequency is labelled fallback; verify before research or investment use.	No formula; direct source observation or static metadata.	Displayed from adapter health metadata. Value is not directly materialized as a numeric audit record in the current codebase.
Adapter coverage	ADAPTER_COVERAGE	Adapter-specific	N/A	text	event	N/A	Application calculation engine	fallback	src/lib/format.ts, src/lib/scoring.ts, src/lib/forecasting.ts, and page-level calculations	N/A	ADAPTER_HEALTH_DIAGNOSTICS	Adapter health rows are assembled from adapter-specific live checks, parse results, and fallback diagnostics.	fallback	2026-06-11T17:36:00-04:00	Adapter coverage is missing a displayed value. Adapter coverage is missing a date or time period. Adapter coverage is labelled fallback; verify before research or investment use.	Missing API keys return degraded/demo status with a missing-key message. Failed live checks use demo fallback where implemented.	Displayed coverage string, including preferred source order where available. Value is not directly materialized as a numeric audit record in the current codebase.
Adapter source name	ADAPTER_SOURCE_NAME	Adapter-specific	N/A	text	event	N/A	Adapter health registry	fallback	dataAdapters[].healthCheck()	N/A	N/A	N/A	fallback	2026-06-11T17:36:00-04:00	Adapter source name is missing a displayed value. Adapter source name is missing a date or time period. Adapter source name is labelled fallback; verify before research or investment use.	No formula; direct source observation or static metadata.	Source name shown in live metadata. Value is not directly materialized as a numeric audit record in the current codebase.
Adapter series ID	ADAPTER_SERIES_ID	Adapter-specific	N/A	series code	event	N/A	Adapter health registry	fallback	dataAdapters[].healthCheck()	N/A	N/A	N/A	fallback	2026-06-11T17:36:00-04:00	Adapter series ID is missing a displayed value. Adapter series ID is missing a date or time period. Adapter series ID is labelled fallback; verify before research or investment use.	No formula; direct source observation or static metadata.	Displayed series identifier such as FRED, IMF, OECD, BIS, or World Bank codes. Value is not directly materialized as a numeric audit record in the current codebase.
Adapter latest data date	ADAPTER_LATEST_DATA_DATE	Adapter-specific	N/A	date	event	N/A	Application calculation engine	fallback	src/lib/format.ts, src/lib/scoring.ts, src/lib/forecasting.ts, and page-level calculations	N/A	ADAPTER_HEALTH_DIAGNOSTICS	Adapter health rows are assembled from adapter-specific live checks, parse results, and fallback diagnostics.	fallback	2026-06-11T17:36:00-04:00	Adapter latest data date is missing a displayed value. Adapter latest data date is missing a date or time period. Adapter latest data date is labelled fallback; verify before research or investment use.	Missing API keys return degraded/demo status with a missing-key message. Failed live checks use demo fallback where implemented.	Latest date extracted from adapter health metadata when available. Value is not directly materialized as a numeric audit record in the current codebase.
Adapter unit	ADAPTER_UNIT	Adapter-specific	N/A	unit label	event	N/A	Adapter health registry	fallback	dataAdapters[].healthCheck()	N/A	N/A	N/A	fallback	2026-06-11T17:36:00-04:00	Adapter unit is missing a displayed value. Adapter unit is missing a date or time period. Adapter unit is labelled fallback; verify before research or investment use.	No formula; direct source observation or static metadata.	Displayed source unit for live metadata. Value is not directly materialized as a numeric audit record in the current codebase.
Adapter live/demo status	ADAPTER_LIVE_DEMO_STATUS	Adapter-specific	N/A	live/demo/fallback/degraded/unavailable/mapping-error/parser-error/network-error/blocked	event	N/A	Application calculation engine	fallback	src/lib/format.ts, src/lib/scoring.ts, src/lib/forecasting.ts, and page-level calculations	N/A	ADAPTER_HEALTH_DIAGNOSTICS	Adapter health rows are assembled from adapter-specific live checks, parse results, and fallback diagnostics.	fallback	2026-06-11T17:36:00-04:00	Adapter live/demo status is missing a displayed value. Adapter live/demo status is missing a date or time period. Adapter live/demo status is labelled fallback; verify before research or investment use.	Missing API keys return degraded/demo status with a missing-key message. Failed live checks use demo fallback where implemented.	Displayed live/demo/fallback status for adapter rows. Value is not directly materialized as a numeric audit record in the current codebase.
Adapter latest observation	ADAPTER_LATEST_OBSERVATION	Adapter-specific	N/A	mixed	event	N/A	Application calculation engine	fallback	src/lib/format.ts, src/lib/scoring.ts, src/lib/forecasting.ts, and page-level calculations	N/A	ADAPTER_HEALTH_DIAGNOSTICS	Adapter health rows are assembled from adapter-specific live checks, parse results, and fallback diagnostics.	fallback	2026-06-11T17:36:00-04:00	Adapter latest observation is missing a displayed value. Adapter latest observation is missing a date or time period. Adapter latest observation is labelled fallback; verify before research or investment use.	Missing API keys return degraded/demo status with a missing-key message. Failed live checks use demo fallback where implemented.	Displayed as date = value plus optional unit when live parsing succeeds. Value is not directly materialized as a numeric audit record in the current codebase.
Adapter parser error	ADAPTER_PARSER_ERROR	Adapter-specific	N/A	error text	event	N/A	Adapter health registry	fallback	dataAdapters[].healthCheck()	N/A	N/A	N/A	fallback	2026-06-11T17:36:00-04:00	Adapter parser error is missing a displayed value. Adapter parser error is missing a date or time period. Adapter parser error is labelled fallback; verify before research or investment use.	No formula; direct source observation or static metadata.	Displayed when a live response cannot be parsed. Value is not directly materialized as a numeric audit record in the current codebase.
Adapter fallback reason	ADAPTER_FALLBACK_REASON	Adapter-specific	N/A	text	event	N/A	Application calculation engine	fallback	src/lib/format.ts, src/lib/scoring.ts, src/lib/forecasting.ts, and page-level calculations	N/A	ADAPTER_HEALTH_DIAGNOSTICS	Adapter health rows are assembled from adapter-specific live checks, parse results, and fallback diagnostics.	fallback	2026-06-11T17:36:00-04:00	Adapter fallback reason is missing a displayed value. Adapter fallback reason is missing a date or time period. Adapter fallback reason is labelled fallback; verify before research or investment use.	Missing API keys return degraded/demo status with a missing-key message. Failed live checks use demo fallback where implemented.	Explains why demo fallback is active. Value is not directly materialized as a numeric audit record in the current codebase.
Adapter last updated timestamp	ADAPTER_LAST_UPDATED	Adapter-specific	N/A	ISO timestamp	event	N/A	Application calculation engine	fallback	src/lib/format.ts, src/lib/scoring.ts, src/lib/forecasting.ts, and page-level calculations	N/A	ADAPTER_HEALTH_DIAGNOSTICS	Adapter health rows are assembled from adapter-specific live checks, parse results, and fallback diagnostics.	fallback	2026-06-11T17:36:00-04:00	Adapter last updated timestamp is missing a displayed value. Adapter last updated timestamp is missing a date or time period. Adapter last updated timestamp is labelled fallback; verify before research or investment use.	Missing API keys return degraded/demo status with a missing-key message. Failed live checks use demo fallback where implemented.	Displayed from lastUpdated or latestSuccessfulUpdate metadata. Value is not directly materialized as a numeric audit record in the current codebase.
Adapter response body preview	ADAPTER_RESPONSE_BODY_PREVIEW	Adapter-specific	N/A	text preview	event	N/A	Application calculation engine	fallback	src/lib/format.ts, src/lib/scoring.ts, src/lib/forecasting.ts, and page-level calculations	N/A	ADAPTER_HEALTH_DIAGNOSTICS	Adapter health rows are assembled from adapter-specific live checks, parse results, and fallback diagnostics.	fallback	2026-06-11T17:36:00-04:00	Adapter response body preview is missing a displayed value. Adapter response body preview is missing a date or time period. Adapter response body preview is labelled fallback; verify before research or investment use.	Missing API keys return degraded/demo status with a missing-key message. Failed live checks use demo fallback where implemented.	First response preview displayed for diagnostics, with no API keys included. Value is not directly materialized as a numeric audit record in the current codebase.