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iddaai-be/package.json
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fahricansecer 988ee2f50d 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>
2026-05-25 20:43:28 +03:00

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{
"name": "Suggest-Bet-BE",
"version": "0.0.1",
"description": "Generated by Antigravity CLI",
"private": true,
"license": "UNLICENSED",
"scripts": {
"build": "nest build",
"format": "prettier --write \"src/**/*.ts\" \"test/**/*.ts\"",
"start": "nest start",
"start:dev": "nest start --watch",
"start:debug": "nest start --debug --watch",
"start:prod": "node dist/main",
"lint": "eslint \"{src,apps,libs,test}/**/*.ts\" --fix",
"test": "jest",
"test:watch": "jest --watch",
"test:cov": "jest --coverage",
"test:debug": "node --inspect-brk -r tsconfig-paths/register -r ts-node/register node_modules/.bin/jest --runInBand",
"test:e2e": "jest --config ./test/jest-e2e.json",
"full:run": "ts-node src/scripts/run-full-stack.ts",
"run:all": "ts-node src/scripts/run-all-fe-compatible.ts",
"ai:backtest": "python ai-engine/scripts/backtest_v2_runtime.py",
"ai:train:vqwen": "python ai-engine/scripts/train_vqwen_v3.py",
"feeder:historical": "ts-node -r tsconfig-paths/register src/scripts/run-feeder.ts",
"feeder:repair": "ts-node -r tsconfig-paths/register src/scripts/run-feeder-repair.ts",
"feeder:previous-day": "ts-node -r tsconfig-paths/register src/scripts/run-feeder-previous-day.ts",
"feeder:fill-gaps": "ts-node -r tsconfig-paths/register src/scripts/run-feeder-filtered.ts",
"feeder:basketball": "ts-node -r tsconfig-paths/register src/scripts/run-feeder-basketball.ts",
"feeder:live": "ts-node -r tsconfig-paths/register src/scripts/run-live-feeder.ts",
"cleanup:live": "ts-node -r tsconfig-paths/register src/scripts/cleanup-live-matches.ts",
"swagger:summary": "ts-node -r tsconfig-paths/register src/scripts/export-swagger-endpoints-summary.ts",
"postman:export": "ts-node -r tsconfig-paths/register src/scripts/export-postman-collection.ts",
"predictions:backfill": "ts-node --transpile-only -r tsconfig-paths/register src/scripts/backfill-prediction-runs.ts",
"predictions:report": "ts-node --transpile-only -r tsconfig-paths/register src/scripts/print-backtest-report.ts",
"features:enrich": "ts-node --transpile-only -r tsconfig-paths/register src/scripts/run-feature-enrichment.ts",
"features:enrich:heavy": "python ai-engine/scripts/enrich_ai_features.py",
"ai:extract:v26": "python3 ai-engine/scripts/extract_training_data_v26.py",
"ai:train:v26": "python3 ai-engine/scripts/train_v26_shadow.py",
"ai:backtest:v26": "python3 ai-engine/scripts/backtest_v26_shadow.py",
"ai:backtest:v26:roi": "python3 ai-engine/scripts/backtest_v26_shadow_roi_detail.py",
"ai:backtest:v26:htft": "python3 ai-engine/scripts/backtest_v26_shadow_htft_upset.py",
"ai:test": "python3 -m pytest ai-engine/tests/test_main_api.py ai-engine/tests/test_single_match_orchestrator.py ai-engine/tests/test_v26_shadow_engine.py"
},
"dependencies": {
"@aws-sdk/client-s3": "^3.964.0",
"@google/genai": "^1.35.0",
"@nestjs/axios": "^4.0.1",
"@nestjs/bullmq": "^11.0.4",
"@nestjs/cache-manager": "^3.1.0",
"@nestjs/common": "^11.0.1",
"@nestjs/config": "^4.0.2",
"@nestjs/core": "^11.0.1",
"@nestjs/jwt": "^11.0.2",
"@nestjs/passport": "^11.0.5",
"@nestjs/platform-express": "^11.0.1",
"@nestjs/platform-socket.io": "^11.1.11",
"@nestjs/schedule": "^6.1.0",
"@nestjs/serve-static": "^5.0.4",
"@nestjs/swagger": "^11.2.4",
"@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",
"cache-manager": "^7.2.7",
"cache-manager-redis-yet": "^5.1.5",
"canvas": "^3.2.1",
"cheerio": "^1.1.2",
"class-transformer": "^0.5.1",
"class-validator": "^0.14.3",
"helmet": "^8.1.0",
"ioredis": "^5.9.0",
"nestjs-i18n": "^10.6.0",
"nestjs-pino": "^4.5.0",
"nodemailer": "^7.0.12",
"p-limit": "^3.1.0",
"passport": "^0.7.0",
"passport-jwt": "^4.0.1",
"pino": "^10.1.0",
"pino-http": "^11.0.0",
"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"
},
"devDependencies": {
"@eslint/eslintrc": "^3.2.0",
"@eslint/js": "^9.18.0",
"@nestjs/cli": "^11.0.0",
"@nestjs/schematics": "^11.0.0",
"@nestjs/testing": "^11.0.1",
"@types/bcrypt": "^6.0.0",
"@types/express": "^5.0.6",
"@types/jest": "^30.0.0",
"@types/node": "^22.10.7",
"@types/nodemailer": "^7.0.4",
"@types/passport-jwt": "^4.0.1",
"@types/supertest": "^6.0.2",
"eslint": "^9.18.0",
"eslint-config-prettier": "^10.0.1",
"eslint-plugin-prettier": "^5.2.2",
"globals": "^16.0.0",
"jest": "^30.0.0",
"pino-pretty": "^13.1.3",
"prettier": "^3.4.2",
"source-map-support": "^0.5.21",
"supertest": "^7.0.0",
"ts-jest": "^29.2.5",
"ts-loader": "^9.5.2",
"ts-node": "^10.9.2",
"tsconfig-paths": "^4.2.0",
"typescript": "^5.7.3",
"typescript-eslint": "^8.20.0"
},
"jest": {
"moduleFileExtensions": [
"js",
"json",
"ts"
],
"rootDir": "src",
"testRegex": ".*\\.spec\\.ts$",
"transform": {
"^.+\\.(t|j)s$": "ts-jest"
},
"collectCoverageFrom": [
"**/*.(t|j)s"
],
"coverageDirectory": "../coverage",
"testEnvironment": "node"
},
"prisma": {
"seed": "ts-node prisma/seed.ts"
}
}
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