mirror of
https://github.com/BigBodyCobain/Shadowbroker.git
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Feat/gt analytics openclaw (#392)
* feat(telegram): auto-translate OSINT channel posts to English Cherry-picked from @Bobpick PR #391 (telegram-only slice): server-side translation during fetch, SHOW ORIGINAL toggle in TelegramOsintPopup, and on-demand /api/telegram-feed?lang=. Co-authored-by: Robert Pickett <bobpickettsr@yahoo.com> Co-authored-by: Cursor <cursoragent@cursor.com> * feat(gt): experimental Derived OSINT analytics with lean-node safeguards Cherry-picked from @Bobpick PR #391 (GT + OpenClaw slice): Bayesian strategic-risk engine, map overlay, OpenClaw commands, and telegram_rhetoric watchdog. Off by default (GT_ANALYTICS_ENABLED=false, gt_risk layer false). 1 vCPU nodes get cgroup detection, UI warning on layer toggle, and lean profile that skips scheduled ingest/Louvain unless GT_ANALYTICS_ACK_LOW_CPU=true. Backtest HUD removed from dashboard (OpenClaw/API regression only). Co-authored-by: Robert Pickett <bobpickettsr@yahoo.com> Co-authored-by: Cursor <cursoragent@cursor.com> --------- Co-authored-by: Robert Pickett <bobpickettsr@yahoo.com> Co-authored-by: Cursor <cursoragent@cursor.com>
This commit is contained in:
Shadowbroker
co-authored by
Robert Pickett
Cursor
Robert Pickett
Cursor
parent
9c5a4054f6
commit
cfbeabda1e
@@ -208,7 +208,79 @@
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"malwareC2": "Malware C2",
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"scmSuppliers": "SCM Suppliers",
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"cyberThreats": "Cyber Threats",
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"telegramOsint": "Telegram OSINT"
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"telegramOsint": "Telegram OSINT",
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"strategicRisk": "Strategic Risk Heatmap",
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"derivedOsint": "Derived OSINT (Strategic Risk)",
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"derivedOsintSource": "Experimental · off by default"
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},
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"gtLean": {
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"title": "Enable Derived OSINT on a lean node?",
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"message": "Shadowbroker detected a 1 vCPU cap on this node. Turning on the Strategic Risk map layer is safe for display, but enabling the backend engine (GT_ANALYTICS_ENABLED) may slow Telegram, GDELT, and other OSINT fetches. Use OpenClaw watchdog alerts without the full engine on fleet nodes.",
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"confirm": "Turn on layer anyway",
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"cancel": "Cancel"
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},
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"gtHud": {
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"title": "GT ANALYTICS",
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"dragHint": "drag to move",
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"collapse": "Collapse panel",
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"expand": "Expand panel"
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},
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"gtAlerts": {
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"title": "TOP ALERTS",
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"counts": "{plotted} on map · {tracked} tracked (max {max})",
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"empty": "No plottable regions yet — need geotagged intel (Telegram/GDELT/news).",
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"ignition": "IGNITE",
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"line": "risk {risk} · conflict {conflict}",
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"hint": "500 = max tracked regions, not individual events. Click to fly there."
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},
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"gtRisk": {
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"popupTitle": "STRATEGIC RISK",
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"region": "REGION",
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"composite": "POSTERIOR RISK",
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"financial": "FIN",
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"unrest": "UNREST",
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"conflict": "CONFLICT",
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"contagion": "CONTAGION",
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"costlySignals": "COSTLY SIGNALS",
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"loadingSignals": "Loading feed matches…",
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"noSignals": "No costly-signal text matched in recent Telegram/GDELT/news for this region. Scores can rise from domain priors or nearby contagion.",
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"unknownSource": "unknown source"
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},
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"gtBacktest": {
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"title": "GT Backtest",
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"layerOff": "Off — enable Strategic Risk Heatmap in Data Layers.",
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"disabled": "GT analytics disabled (set GT_ANALYTICS_ENABLED=true).",
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"loading": "Running historical validation…",
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"refresh": "Refresh backtest",
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"accuracy": "ACCURACY",
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"confidence": "WILSON 95% LB",
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"cases": "{count} labeled cases",
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"threshold": "alert ≥ {value}",
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"target": "target {value}",
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"pass": "PASS",
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"fail": "FAIL",
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"collecting": "COLLECTING",
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"meetsTarget": "Meets confidence target",
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"belowTarget": "Below confidence target",
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"misclassified": "{count} misclassified",
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"tabBenchmark": "Benchmark",
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"tabOperational": "Operational",
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"benchmarkNote": "Static labeled corpus — regression test, not live forecasting.",
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"operationalLoading": "Loading rolling operational trend…",
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"operationalEmpty": "No weekly snapshots yet — freeze runs Mondays 00:05 UTC or via OpenClaw.",
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"operationalWeeks": "{stored} weeks stored · {scorable} scorable",
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"operationalLabeled": "{labeled} labeled · {pending} pending",
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"operationalTrend": "Week-over-week accuracy",
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"operationalImproving": "Improving vs prior scorable week",
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"operationalFlat": "Flat or down vs prior scorable week",
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"operationalMinLabels": "Need ≥{count} labels/week to score",
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"microTitle": "3-day micro",
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"microWindow": "{days}-day rolling avg · ignition Δ ≥ {delta}",
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"microIgnitions": "{count} ignition(s)",
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"microAlerted3d": "{count} above threshold on 3d avg",
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"microEmpty": "Collecting daily readings — refreshes with GT ingest.",
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"microRegionLine": "{region}: spot {spot} · 3d {avg} · Δ {delta}",
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"microIgnitionBadge": "IGNITION"
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},
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"roadCorridor": {
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"analyzeHere": "ANALYZE HERE",
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@@ -273,6 +345,9 @@
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"loadMedia": "VIEW MEDIA (TELEGRAM)",
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"openOriginal": "OPEN ON TELEGRAM →",
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"embedTitle": "Telegram post embed",
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"postsAtLocation": "{count} posts at this location — scroll for more"
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"postsAtLocation": "{count} posts at this location — scroll for more",
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"translatedFrom": "Translated from {lang}",
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"showOriginal": "SHOW ORIGINAL ({lang})",
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"showTranslation": "SHOW TRANSLATION"
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}
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}
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@@ -208,7 +208,79 @@
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"malwareC2": "Malware C2",
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"scmSuppliers": "Fournisseurs SCM",
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"cyberThreats": "Cybermenaces",
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"telegramOsint": "OSINT Telegram"
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"telegramOsint": "OSINT Telegram",
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"strategicRisk": "Carte de risque stratégique",
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"derivedOsint": "OSINT dérivé (risque stratégique)",
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"derivedOsintSource": "Expérimental · désactivé par défaut"
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},
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"gtLean": {
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"title": "Activer l'OSINT dérivé sur un nœud limité ?",
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"message": "Shadowbroker a détecté une limite de 1 vCPU. La couche carte peut s'afficher, mais activer le moteur backend peut ralentir les flux OSINT.",
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"confirm": "Activer la couche",
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"cancel": "Annuler"
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},
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"gtHud": {
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"title": "ANALYTIQUE GT",
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"dragHint": "glisser pour déplacer",
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"collapse": "Réduire le panneau",
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"expand": "Développer le panneau"
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},
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"gtAlerts": {
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"title": "ALERTES TOP",
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"counts": "{plotted} sur carte · {tracked} suivies (max {max})",
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"empty": "Aucune région plottable — intel géolocalisée requise.",
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"ignition": "IGNITE",
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"line": "risque {risk} · conflit {conflict}",
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"hint": "500 = régions max suivies, pas des événements. Cliquer pour voler."
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},
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"gtRisk": {
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"popupTitle": "RISQUE STRATÉGIQUE",
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"region": "RÉGION",
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"composite": "RISQUE POSTÉRIEUR",
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"financial": "FIN",
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"unrest": "TROUBLES",
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"conflict": "CONFLIT",
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"contagion": "CONTAGION",
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"costlySignals": "SIGNAUX COÛTEUX",
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"loadingSignals": "Chargement des correspondances…",
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"noSignals": "Aucun signal coûteux récent pour cette région dans Telegram/GDELT/news.",
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"unknownSource": "source inconnue"
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},
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"gtBacktest": {
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"title": "Backtest GT",
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"layerOff": "Désactivé — activez la carte de risque stratégique dans Couches.",
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"disabled": "Analytique GT désactivée (GT_ANALYTICS_ENABLED=true).",
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"loading": "Validation historique en cours…",
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"refresh": "Actualiser le backtest",
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"accuracy": "PRÉCISION",
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"confidence": "BORNE INF. WILSON 95%",
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"cases": "{count} cas étiquetés",
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"threshold": "alerte ≥ {value}",
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"target": "cible {value}",
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"pass": "OK",
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"fail": "ÉCHEC",
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"collecting": "COLLECTE",
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"meetsTarget": "Objectif de confiance atteint",
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"belowTarget": "Sous l'objectif de confiance",
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"misclassified": "{count} mal classés",
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"tabBenchmark": "Référence",
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"tabOperational": "Opérationnel",
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"benchmarkNote": "Corpus historique étiqueté — test de régression, pas prévision live.",
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"operationalLoading": "Chargement de la tendance opérationnelle…",
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"operationalEmpty": "Aucun instantané hebdomadaire — gel chaque lundi 00:05 UTC ou via OpenClaw.",
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"operationalWeeks": "{stored} semaines · {scorable} exploitables",
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"operationalLabeled": "{labeled} étiquetés · {pending} en attente",
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"operationalTrend": "Précision semaine après semaine",
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"operationalImproving": "En hausse vs semaine précédente",
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"operationalFlat": "Stable ou en baisse vs semaine précédente",
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"operationalMinLabels": "≥{count} étiquettes/semaine requis",
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"microTitle": "Micro 3 jours",
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"microWindow": "Moy. glissante {days} j · ignition Δ ≥ {delta}",
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"microIgnitions": "{count} ignition(s)",
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"microAlerted3d": "{count} au-dessus du seuil (moy. 3j)",
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"microEmpty": "Lecture quotidienne en cours — mis à jour à chaque ingest GT.",
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"microRegionLine": "{region}: spot {spot} · 3j {avg} · Δ {delta}",
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"microIgnitionBadge": "IGNITION"
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},
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"roadCorridor": {
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"analyzeHere": "ANALYSER ICI",
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@@ -273,6 +345,9 @@
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"loadMedia": "AFFICHER LE MÉDIA (TELEGRAM)",
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"openOriginal": "OUVRIR SUR TELEGRAM →",
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"embedTitle": "Intégration Telegram",
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"postsAtLocation": "{count} posts à cet endroit — faites défiler"
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"postsAtLocation": "{count} posts à cet endroit — faites défiler",
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"translatedFrom": "Traduit depuis {lang}",
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"showOriginal": "AFFICHER L'ORIGINAL ({lang})",
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"showTranslation": "AFFICHER LA TRADUCTION"
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}
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}
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@@ -208,7 +208,79 @@
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"malwareC2": "恶意软件 C2",
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"scmSuppliers": "供应链供应商",
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"cyberThreats": "网络威胁",
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"telegramOsint": "Telegram OSINT"
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"telegramOsint": "Telegram OSINT",
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"strategicRisk": "战略风险热力图",
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"derivedOsint": "衍生 OSINT（战略风险）",
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"derivedOsintSource": "实验功能 · 默认关闭"
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},
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"gtLean": {
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"title": "在低配节点上启用衍生 OSINT？",
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"message": "Shadowbroker 检测到该节点 CPU 上限为 1 vCPU。开启地图图层通常安全，但启用后端引擎可能会拖慢 Telegram、GDELT 等 OSINT 抓取。",
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"confirm": "仍要开启图层",
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"cancel": "取消"
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},
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"gtHud": {
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"title": "GT 分析",
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"dragHint": "拖动移动",
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"collapse": "收起面板",
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"expand": "展开面板"
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},
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"gtAlerts": {
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"title": "重点警报",
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"counts": "地图 {plotted} · 跟踪 {tracked}（上限 {max}）",
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"empty": "尚无可绘制区域 — 需要带地理标签的情报。",
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"ignition": "点火",
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"line": "风险 {risk} · 冲突 {conflict}",
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"hint": "500 = 最大跟踪区域数，非事件数。点击飞往。"
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},
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"gtRisk": {
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"popupTitle": "战略风险",
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"region": "区域",
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"composite": "后验风险",
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"financial": "金融",
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"unrest": "动荡",
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"conflict": "冲突",
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"contagion": "传染",
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"costlySignals": "成本信号",
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"loadingSignals": "正在加载情报匹配…",
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"noSignals": "该区域最近在 Telegram/GDELT/新闻中未匹配到成本信号文本。",
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"unknownSource": "未知来源"
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},
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"gtBacktest": {
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"title": "GT 回测",
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"layerOff": "已关闭 — 请在数据图层中启用战略风险热力图。",
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"disabled": "GT 分析未启用（需设置 GT_ANALYTICS_ENABLED=true）。",
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"loading": "正在运行历史验证…",
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"refresh": "刷新回测",
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"accuracy": "准确率",
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"confidence": "Wilson 95% 下界",
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"cases": "{count} 个标注案例",
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"threshold": "警报阈值 ≥ {value}",
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"target": "目标 {value}",
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"pass": "通过",
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"fail": "未通过",
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"collecting": "采集中",
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"meetsTarget": "达到置信目标",
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"belowTarget": "低于置信目标",
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"misclassified": "{count} 个误分类",
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"tabBenchmark": "基准测试",
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"tabOperational": "运营验证",
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"benchmarkNote": "静态标注语料 — 回归测试，非实时预测。",
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"operationalLoading": "正在加载滚动运营趋势…",
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"operationalEmpty": "尚无周快照 — 每周一 00:05 UTC 自动冻结，或通过 OpenClaw。",
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"operationalWeeks": "已存 {stored} 周 · {scorable} 周可评分",
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"operationalLabeled": "已标注 {labeled} · 待标注 {pending}",
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"operationalTrend": "逐周准确率",
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"operationalImproving": "较上一可评分周有所提升",
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"operationalFlat": "较上一可评分周持平或下降",
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"operationalMinLabels": "每周需 ≥{count} 条标注才可评分",
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"microTitle": "3日微观",
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"microWindow": "{days}日滚动均值 · 点火 Δ ≥ {delta}",
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"microIgnitions": "{count} 个点火",
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"microAlerted3d": "{count} 个区域 3日均值超阈值",
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"microEmpty": "正在采集日读数 — 随 GT 摄入更新。",
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"microRegionLine": "{region}：即时 {spot} · 3日 {avg} · Δ {delta}",
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"microIgnitionBadge": "点火"
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},
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"roadCorridor": {
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"analyzeHere": "分析此处",
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@@ -273,6 +345,9 @@
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"loadMedia": "查看媒体（Telegram）",
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"openOriginal": "在 Telegram 打开 →",
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"embedTitle": "Telegram 帖子嵌入",
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"postsAtLocation": "此位置 {count} 条帖子 — 向下滚动查看更多"
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"postsAtLocation": "此位置 {count} 条帖子 — 向下滚动查看更多",
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"translatedFrom": "由 {lang} 翻译",
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"showOriginal": "显示原文（{lang}）",
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"showTranslation": "显示译文"
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}
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}
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