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Feat/gt analytics openclaw (#392)

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* 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>

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Co-authored-by: Robert Pickett <bobpickettsr@yahoo.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
This commit is contained in:
Shadowbroker
2026-06-16 17:05:46 -06:00
committed by GitHub
parent 9c5a4054f6
commit cfbeabda1e
69 changed files with 8102 additions and 78 deletions
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.env.example
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@@ -26,6 +26,20 @@ AIS_API_KEY=
# Telegram OSINT map layer — scrapes public t.me/s channel previews (no bot token).
# TELEGRAM_OSINT_ENABLED=true
# TELEGRAM_OSINT_CHANNELS=osintdefender,insiderpaper,aljazeeraenglish,nexta_live,war_monitor
# TELEGRAM_OSINT_TRANSLATE=true
# TELEGRAM_OSINT_TRANSLATE_TO=en
# Strategic Risk Analytics (experimental derived OSINT — off by default)
# GT_ANALYTICS_ENABLED=false
# GT_ANALYTICS_PROFILE=lean
# On 1 vCPU nodes (fleet VPS), leave disabled or set profile=lean. Scheduled ingest
# and Louvain clustering stay off until GT_ANALYTICS_ACK_LOW_CPU=true.
# GT_ANALYTICS_ACK_LOW_CPU=false
# GT_ANALYTICS_BASE_PRIOR=0.15
# GT_ANALYTICS_HIGH_RISK_THRESHOLD=0.6
# GT_ANALYTICS_SIGNAL_WEIGHTS=payroll_loan=3.0,purge=3.5,troop_movement=3.0
# GT_ANALYTICS_WATCHED_CHANNELS=osintdefender,war_monitor,nexta_live
# GT_ANALYTICS_LOUVAIN_INTERVAL_MINUTES=30
# Admin key to protect sensitive endpoints (settings, updates).
# If blank, loopback/localhost requests still work for local single-host dev.