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* feat(seeds): expand IMF WEO coverage — growth, labor, external themes (#3027) Adds three new SDMX-3.0 seeders alongside the existing imf-macro seeder to surface 15+ additional WEO indicators across ~210 countries at zero incremental API cost. Bundled into seed-bundle-imf-extended.mjs on the same monthly Railway cron cadence. Seeders + Redis keys: - seed-imf-growth.mjs → economic:imf:growth:v1 NGDP_RPCH, NGDPDPC, NGDP_R, PPPPC, PPPGDP, NID_NGDP, NGSD_NGDP - seed-imf-labor.mjs → economic:imf:labor:v1 LUR (unemployment), LP (population) - seed-imf-external.mjs → economic:imf:external:v1 BX, BM, BCA, TM_RPCH, TX_RPCH (+ derived trade balance) - seed-imf-macro.mjs extended with PCPI, PCPIEPCH, GGX_NGDP, GGXONLB_NGDP All four seeders share the 35-day TTL (monthly WEO release) and ~210 country coverage via the same imfSdmxFetchIndicator helper. Wiring: - api/bootstrap.js, api/health.js, server/_shared/cache-keys.ts — register new keys, mark them slow-tier, add SEED_META freshness thresholds matching the imfMacro entry (70d = 2× monthly cadence) - server/worldmonitor/resilience/v1/_dimension-freshness.ts — override entries for the dash-vs-colon seed-meta key shape - _indicator-registry.ts — add LUR as a 4th macroFiscal sub-metric (enrichment tier, weight 0.15); rebalance govRevenuePct (0.5→0.4) and currentAccountPct (0.3→0.25) so weights still sum to 1.0 - _dimension-scorers.ts — read economic:imf:labor:v1 in scoreMacroFiscal, normalize LUR with goalposts 3% (best) → 25% (worst); null-tolerant so weightedBlend redistributes when labor data is unavailable - api/mcp.ts — new get_country_macro tool bundling all four IMF keys with a single freshness check; describes per-country fields including growth/inflation/labor/BOP for LLM-driven country screening - src/services/imf-country-data.ts — bootstrap-cached client + pure buildImfEconomicIndicators helper - src/app/country-intel.ts — async-fetch the IMF bundle on country selection and merge real GDP growth, CPI inflation, unemployment, and GDP/capita rows into the Economic Indicators card; bumps card cap from 3 → 6 rows to fit live signals + IMF context Tests: - tests/seed-imf-extended.test.mjs — 13 unit tests across the three new seeders' pure helpers (canonical keys, ISO3→ISO2 mapping, aggregate filtering, derived savings-investment gap & trade balance, validate thresholds) - tests/imf-country-data.test.mts — 6 tests for the panel rendering helper, including stagflation flag and high-unemployment trend - tests/resilience-dimension-scorers.test.mts — new LUR sub-metric test (tight vs slack labor); existing scoreMacroFiscal coverage assertions updated for the new 4-metric weight split - tests/helpers/resilience-fixtures.mts — labor fixture for NO/US/YE so the existing macroFiscal ordering test still resolves the LUR weight - tests/bootstrap.test.mjs — register imfGrowth/imfLabor/imfExternal as pending consumers (matching imfMacro) - tests/mcp.test.mjs — bump tools/list count 28 → 29 https://claude.ai/code/session_018enRzZuRqaMudKsLD5RLZv * fix(resilience): update macroFiscal goldens for LUR weight rebalance Recompute pinned fixture values after adding labor-unemployment as 4th macroFiscal sub-metric (weight rebalance in _indicator-registry). Also align seed-imf-external tradeBalance to a single reference year to avoid mixing ex/im values from different WEO vintages. * fix(seeds): tighten IMF coverage gates to reject partial snapshots IMF WEO growth/labor/external indicators report ~210 countries for healthy runs. Previous thresholds (150/100/150) let a bad IMF run overwrite a good snapshot with dozens of missing countries and still pass validation. Raise all three to >=190, matching the pattern of sibling seeders and leaving a ~20-country margin for indicators with slightly narrower reporting. Labor validator unions LUR + population (LP), so healthy coverage tracks LP (~210), not LUR (~100) — the old 100 threshold was based on a misread of the union logic. * fix(seed-health): register imf-growth/labor/external seed-meta keys Missing SEED_DOMAINS entries meant the 3 new IMF WEO seeders (growth, labor, external) had no /api/seed-health visibility. intervalMin=50400 matches health.js maxStaleMin/2 (100800/2) — same monthly WEO cadence as imf-macro. --------- Co-authored-by: Claude <noreply@anthropic.com>