Add backtest pipeline, betting_brain filters, score coherence + social v3

betting_brain.py:
- HARD_MIN_SAMPLES=50 floor for calibrator bypass
- ev_edge < 0 + >= 0.20 hard vetoes
- BTTS muted (grid search found no profitable config)
- Per-market optimal envelopes (MS, OU25)
- Score coherence filter: main_pick must agree with score prediction
- HTFT reversal cross-check for MS picks

feature_builder.py / data_loader.py:
- Real home/away_position from data (was hardcoded 10)
- Cup detection wired into UpsetEngine
- _estimate_league_position with 300-day season filter

New scripts:
- diagnostic_backtest.py: per-bet diagnostic backtest with loss patterns
- optimize_filters.py: grid search per-market optimal thresholds
- analyze_backtest_csv.py: root-cause hypothesis testing on CSV
- compare_backtests.py: side-by-side validation with verdict
- test_score_coherence.py: smoke test for coherence filter (20/20 pass)

Reports:
- diagnostic_backtest_20260525_024437 (50-match smoke)
- diagnostic_backtest_20260525_035649 (1000-match in-sample)
- filter_optimization_patch.json (grid search winners per market)

Social poster v3:
- satori + resvg HTML/CSS rendering pipeline
- Twemoji football/basketball + flag SVGs
- caption SEO: 12 curated hashtags per post
- image SEO: descriptive filenames + .json metadata sidecar
- /health, /preview-png, /run-now endpoints

Docs:
- mds/SESSION_HANDOFF.md: full session state for cross-machine continuity
- mds/SOCIAL_POSTER_SETUP.md: API keys + test commands

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

package.json

@@ -60,6 +60,7 @@
     "@nestjs/terminus": "^11.0.0",
     "@nestjs/throttler": "^6.5.0",
     "@prisma/client": "^6.19.3",
+    "@resvg/resvg-js": "^2.6.2",
     "axios": "^1.13.6",
     "bcrypt": "^6.0.0",
     "bullmq": "^5.66.4",
@@ -82,6 +83,8 @@
     "prisma": "^6.19.3",
     "reflect-metadata": "^0.2.2",
     "rxjs": "^7.8.1",
+    "satori": "^0.26.0",
+    "satori-html": "^0.3.2",
     "twitter-api-v2": "^1.29.0",
     "zod": "^4.3.5"
   },
@@ -134,4 +137,4 @@
   "prisma": {
     "seed": "ts-node prisma/seed.ts"
   }
-}
+}