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onjoroge1/BetGeniusAI

https://github.com/onjoroge1/BetGeniusAI · scanned 2026-06-16 04:36 UTC (1 month, 3 weeks ago)

68 raw signals (0 security + 68 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 3 weeks ago · v1 · 51 actionable findings from 1 signal source. 17 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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77.8% cov · 51 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 5 High 0 Medium 7 Low 37 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 51 Crowd 0 Layer: Software 17 Security 8 Quality 26

Exclude dismissed / FP Exclude test files

All 2203 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

Label	Layer	Status	Path
`__init__`	software	healthy	`simple_phase1a_enhancer.py:12`
`enhance_foundation`	software	healthy	`simple_phase1a_enhancer.py:16`
`analyze_current_data`	software	healthy	`simple_phase1a_enhancer.py:31`
`enhance_sample_matches`	software	healthy	`simple_phase1a_enhancer.py:58`
`get_tactical_factor`	software	healthy	`simple_phase1a_enhancer.py:108`
`get_regional_intensity`	software	healthy	`simple_phase1a_enhancer.py:119`
`get_competition_tier`	software	healthy	`simple_phase1a_enhancer.py:128`
`calculate_recency`	software	healthy	`simple_phase1a_enhancer.py:140`
`show_15k_strategy`	software	healthy	`simple_phase1a_enhancer.py:160`
`main`	software	healthy	`simple_phase1a_enhancer.py:184`
`__init__`	software	healthy	`validate_clean_accuracy.py:15`
`validate_data_integrity`	software	healthy	`validate_clean_accuracy.py:30`
`test_euro_league_accuracy`	software	healthy	`validate_clean_accuracy.py:75`
`load_euro_test_data`	software	healthy	`validate_clean_accuracy.py:137`
`extract_clean_features`	software	healthy	`validate_clean_accuracy.py:183`
`analyze_by_league`	software	healthy	`validate_clean_accuracy.py:243`
`summary_analysis`	software	healthy	`validate_clean_accuracy.py:264`
`main`	software	healthy	`validate_clean_accuracy.py:291`
`__init__`	software	healthy	`phase_s_diagnosis.py:15`
`analyze_s2_failure`	software	healthy	`phase_s_diagnosis.py:24`
`recommend_fallback_strategy`	software	healthy	`phase_s_diagnosis.py:54`
`design_market_anchored_production_system`	software	healthy	`phase_s_diagnosis.py:91`
`phase_s_roadmap`	software	healthy	`phase_s_diagnosis.py:154`
`generate_phase_s_final_report`	software	healthy	`phase_s_diagnosis.py:190`
`save_phase_s_artifacts`	software	healthy	`phase_s_diagnosis.py:286`
`main`	software	healthy	`phase_s_diagnosis.py:331`
`__init__`	software	healthy	`retrain_with_fixed_consensus.py:18`
`load_fixed_consensus_data`	software	healthy	`retrain_with_fixed_consensus.py:21`
`run_consensus_qa_on_fixed_data`	software	healthy	`retrain_with_fixed_consensus.py:40`
`prepare_training_data`	software	healthy	`retrain_with_fixed_consensus.py:65`
`run_parameter_grid_search`	software	healthy	`retrain_with_fixed_consensus.py:135`
`compute_baseline_comparisons`	software	healthy	`retrain_with_fixed_consensus.py:231`
`compute_metrics`	software	healthy	`retrain_with_fixed_consensus.py:253`
`run_retrain_with_fixed_consensus`	software	healthy	`retrain_with_fixed_consensus.py:276`
`print_retrain_summary`	software	healthy	`retrain_with_fixed_consensus.py:340`
`main`	software	healthy	`retrain_with_fixed_consensus.py:428`
`__init__`	software	healthy	`clean_prediction_system.py:20`
`build_clean_model`	software	healthy	`clean_prediction_system.py:24`
`load_clean_pre_match_data`	software	healthy	`clean_prediction_system.py:48`
`extract_pre_match_features`	software	healthy	`clean_prediction_system.py:109`
`train_clean_model`	software	healthy	`clean_prediction_system.py:171`
`save_clean_model`	software	healthy	`clean_prediction_system.py:258`
`show_clean_results`	software	healthy	`clean_prediction_system.py:280`
`main`	software	healthy	`clean_prediction_system.py:345`
`__init__`	software	healthy	`bulk_collection_endpoint.py:18`
`bulk_collect_season`	software	healthy	`bulk_collection_endpoint.py:26`
`_match_exists`	software	healthy	`bulk_collection_endpoint.py:69`
`_create_minimal_sample`	software	healthy	`bulk_collection_endpoint.py:79`
`bulk_expand_database`	software	healthy	`bulk_collection_endpoint.py:116`
`__init__`	software	healthy	`phase1a_recent_collector.py:23`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`simple_phase1a_enhancer.py`	software	healthy	`simple_phase1a_enhancer.py`
`validate_clean_accuracy.py`	software	healthy	`validate_clean_accuracy.py`
`onboarding_result_TESTLEAGUE1_20250725_135430.json`	software	healthy	`onboarding_result_TESTLEAGUE1_20250725_135430.json`
`ROADMAP_V2_FULL_50_FEATURES.md`	software	healthy	`ROADMAP_V2_FULL_50_FEATURES.md`
`.env.example`	software	healthy	`.env.example`
`DEPLOY_NOW.md`	software	healthy	`DEPLOY_NOW.md`
`phase_s_diagnosis.py`	software	healthy	`phase_s_diagnosis.py`
`COMPREHENSIVE_STATUS_REPORT.md`	software	healthy	`COMPREHENSIVE_STATUS_REPORT.md`
`retrain_with_fixed_consensus.py`	software	healthy	`retrain_with_fixed_consensus.py`
`comprehensive_league_metrics_20250725_145051.json`	software	healthy	`comprehensive_league_metrics_20250725_145051.json`
`FINISHED_MATCHES_API.md`	software	healthy	`FINISHED_MATCHES_API.md`
`clean_prediction_system.py`	software	healthy	`clean_prediction_system.py`
`bulk_collection_endpoint.py`	software	healthy	`bulk_collection_endpoint.py`
`phase1a_recent_collector.py`	software	healthy	`phase1a_recent_collector.py`
`real_model_evaluation.py`	software	healthy	`real_model_evaluation.py`
`fast_week1_implementation.py`	software	healthy	`fast_week1_implementation.py`
`comprehensive_accuracy_test.py`	software	healthy	`comprehensive_accuracy_test.py`
`league_expansion_plan.md`	software	healthy	`league_expansion_plan.md`
`TIMELINE_DATA_BREAKDOWN.md`	software	healthy	`TIMELINE_DATA_BREAKDOWN.md`
`static_predictor.py`	software	healthy	`static_predictor.py`
`comprehensive_backfill_summary_20250819_220406.json`	software	healthy	`comprehensive_backfill_summary_20250819_220406.json`
`AUTOSCALE_FIX_COMPLETE.md`	software	healthy	`AUTOSCALE_FIX_COMPLETE.md`
`complete_phase1a_enhancer.py`	software	healthy	`complete_phase1a_enhancer.py`
`CATASTROPHIC_OVERFITTING_SUMMARY.md`	software	healthy	`CATASTROPHIC_OVERFITTING_SUMMARY.md`
`test_api_football_end_to_end.py`	software	healthy	`test_api_football_end_to_end.py`
`ACCURACY_EXPECTATIONS_V2.md`	software	healthy	`ACCURACY_EXPECTATIONS_V2.md`
`PHASE1B_TRAINING_SUMMARY.md`	software	healthy	`PHASE1B_TRAINING_SUMMARY.md`
`CURL_TEST_STATEMENTS.md`	software	healthy	`CURL_TEST_STATEMENTS.md`
`DEVELOPMENT_ROADMAP.md`	software	healthy	`DEVELOPMENT_ROADMAP.md`
`STRATEGIC_VALUE_SUMMARY.md`	software	healthy	`STRATEGIC_VALUE_SUMMARY.md`
`data_leakage_detector.py`	software	healthy	`data_leakage_detector.py`
`ENHANCED_MODEL_RESULTS.md`	software	healthy	`ENHANCED_MODEL_RESULTS.md`
`production_league_metrics.py`	software	healthy	`production_league_metrics.py`
`V2_DRIFT_FEATURES_IMPLEMENTATION.md`	software	healthy	`V2_DRIFT_FEATURES_IMPLEMENTATION.md`
`historical_odds_enhancer.py`	software	healthy	`historical_odds_enhancer.py`
`bulk_insert_direct.py`	software	healthy	`bulk_insert_direct.py`
`week2_sklearn_implementation.py`	software	healthy	`week2_sklearn_implementation.py`
`RESTART_TRAINING.md`	software	healthy	`RESTART_TRAINING.md`
`PHASE_2_OBSERVABILITY_COMPLETE.md`	software	healthy	`PHASE_2_OBSERVABILITY_COMPLETE.md`
`V2_COMPREHENSIVE_ANALYSIS.md`	software	healthy	`V2_COMPREHENSIVE_ANALYSIS.md`
`odds_demo_system.py`	software	healthy	`odds_demo_system.py`
`fixed_reconciliation_results_20250727_165008.json`	software	healthy	`fixed_reconciliation_results_20250727_165008.json`
`GLOBAL_HISTORICAL_ODDS_STRATEGY.md`	software	healthy	`GLOBAL_HISTORICAL_ODDS_STRATEGY.md`
`rapid_collection.py`	software	healthy	`rapid_collection.py`
`CLOSING_ODDS_PRODUCTION_READY.md`	software	healthy	`CLOSING_ODDS_PRODUCTION_READY.md`
`UPCOMING_MATCHES_STATUS.md`	software	healthy	`UPCOMING_MATCHES_STATUS.md`
`CLV_UPGRADE_RECOMMENDATION.md`	software	healthy	`CLV_UPGRADE_RECOMMENDATION.md`
`odds_collection_monitor.py`	software	healthy	`odds_collection_monitor.py`
`deep_learning_prototype.py`	software	healthy	`deep_learning_prototype.py`
`PRODUCTION_READY_PACKAGE.md`	software	healthy	`PRODUCTION_READY_PACKAGE.md`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`SimplePhase1AEnhancer`	software	healthy	`simple_phase1a_enhancer.py:11`
`CleanAccuracyValidator`	software	healthy	`validate_clean_accuracy.py:14`
`PhaseSFinalDiagnosis`	software	healthy	`phase_s_diagnosis.py:12`
`RetrainWithFixedConsensus`	software	healthy	`retrain_with_fixed_consensus.py:15`
`CleanPredictionSystem`	software	healthy	`clean_prediction_system.py:19`
`BulkCollector`	software	healthy	`bulk_collection_endpoint.py:17`
`Phase1ACollector`	software	healthy	`phase1a_recent_collector.py:20`
`RealModelEvaluation`	software	healthy	`real_model_evaluation.py:16`
`FastWeek1Implementation`	software	healthy	`fast_week1_implementation.py:14`
`SimplifiedStaticPredictor`	software	healthy	`static_predictor.py:21`
`CompletePhase1AEnhancer`	software	healthy	`complete_phase1a_enhancer.py:15`
`DataLeakageDetector`	software	healthy	`data_leakage_detector.py:15`
`ProductionLeagueMetrics`	software	healthy	`production_league_metrics.py:20`
`HistoricalOddsEnhancer`	software	healthy	`historical_odds_enhancer.py:20`
`Week2SklearnImplementation`	software	healthy	`week2_sklearn_implementation.py:20`
`OddsDemoSystem`	software	healthy	`odds_demo_system.py:14`
`RapidCollector`	software	healthy	`rapid_collection.py:16`
`OddsCollectionMonitor`	software	healthy	`odds_collection_monitor.py:20`
`FootballMatchDataset`	software	healthy	`deep_learning_prototype.py:17`
`AttentionFootballNet`	software	healthy	`deep_learning_prototype.py:30`
`LSTMFootballNet`	software	healthy	`deep_learning_prototype.py:98`
`EnsembleFootballNet`	software	healthy	`deep_learning_prototype.py:146`
`DeepLearningPrototype`	software	healthy	`deep_learning_prototype.py:195`
`S2ResidualHead`	software	healthy	`s2_residual_head.py:21`
`ValidationSummary`	software	healthy	`validation_summary.py:16`
`PredictionRequest`	software	healthy	`main_backup_20250731_183736.py:55`
`MatchInfo`	software	healthy	`main_backup_20250731_183736.py:60`
`Predictions`	software	healthy	`main_backup_20250731_183736.py:68`
`Analysis`	software	healthy	`main_backup_20250731_183736.py:75`
`AdditionalMarkets`	software	healthy	`main_backup_20250731_183736.py:81`
`PredictionResponse`	software	healthy	`main_backup_20250731_183736.py:86`
`RealtimeCLVMonitor`	software	healthy	`realtime_clv_monitor.py:13`
`Phase4CompleteBettingSystem`	software	healthy	`phase4_complete_implementation.py:14`
`LeagueRoutingAPI`	software	healthy	`league_routing_api.py:12`
`LeagueSpecificEnsemble`	software	healthy	`league_specific_ensemble.py:18`
`ProductionMonitor`	software	healthy	`phase3_production_monitor.py:14`
`ModelVerificationHarness`	software	healthy	`verification_harness.py:20`
`SimpleConsensusFix`	software	healthy	`simple_consensus_fix.py:13`
`FastWeek2Implementation`	software	healthy	`fast_week2_implementation.py:19`
`FinalBulkInserter`	software	healthy	`final_bulk_inserter.py:13`
`AfricanLeagueCollector`	software	healthy	`african_league_collector.py:15`
`AggressiveCollector`	software	healthy	`aggressive_collector.py:16`
`FixedBulkInserter`	software	healthy	`fixed_bulk_inserter.py:13`
`AdvancedPhase1AEnhancer`	software	healthy	`advanced_phase1a_enhancer.py:23`
`Week2DiagnosisAndFix`	software	healthy	`week2_diagnosis_and_fix.py:19`
`Phase1AEnhancementSystem`	software	healthy	`phase1a_enhancement_system.py:19`
`WorkingEnhancedTrainer`	software	healthy	`working_enhanced_trainer.py:18`
`ConsensusQA`	software	healthy	`consensus_qa.py:14`
`LightweightPredictor`	software	healthy	`lightweight_predictor.py:10`
`ImprovedStaticSystem`	software	healthy	`improved_static_system.py:23`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`GET /`	api	healthy	`main_backup_20250731_183736.py`
`GET /demo`	api	healthy	`main_backup_20250731_183736.py`
`GET /internal/metrics`	api	healthy	`main_backup_20250731_183736.py`
`GET /internal/metrics/api`	api	healthy	`main_backup_20250731_183736.py`
`GET /health`	api	healthy	`main_backup_20250731_183736.py`
`POST /predict`	api	healthy	`main_backup_20250731_183736.py`
`GET /matches/upcoming`	api	healthy	`main_backup_20250731_183736.py`
`GET /matches/search`	api	healthy	`main_backup_20250731_183736.py`
`GET /leagues`	api	healthy	`main_backup_20250731_183736.py`
`POST /admin/collect-training-data`	api	healthy	`main_backup_20250731_183736.py`
`POST /admin/targeted-collection`	api	healthy	`main_backup_20250731_183736.py`
`POST /admin/collect-single-league`	api	healthy	`main_backup_20250731_183736.py`
`POST /admin/retrain-models`	api	healthy	`main_backup_20250731_183736.py`
`GET /admin/training-stats`	api	healthy	`main_backup_20250731_183736.py`
`POST /admin/collect-recent-matches`	api	healthy	`main_backup_20250731_183736.py`
`POST /admin/daily-collection-cycle`	api	healthy	`main_backup_20250731_183736.py`
`GET /admin/collection-history`	api	healthy	`main_backup_20250731_183736.py`
`GET /examples`	api	healthy	`main_backup_20250731_183736.py`
`GET /healthz`	api	healthy	`main.py`
`POST /auth/login`	api	healthy	`main.py`
`GET /metrics`	api	healthy	`main.py`
`GET /health/json`	api	healthy	`main.py`
`GET /predict/health`	api	healthy	`main.py`
`POST /predict-wc`	api	healthy	`main.py`
`GET /consensus/sync`	api	healthy	`main.py`
`POST /admin/trigger-collection`	api	healthy	`main.py`
`POST /admin/enrich-tbd-fixtures`	api	healthy	`main.py`
`POST /admin/enrich-tbd-batch`	api	healthy	`main.py`
`POST /admin/enrich-tbd-one`	api	healthy	`main.py`
`POST /admin/enrich-team-logos`	api	healthy	`main.py`
`GET /admin/team-stats`	api	healthy	`main.py`
`GET /admin/stats/live-betting`	api	healthy	`main.py`
`GET /admin/stats/resolver`	api	healthy	`main.py`
`POST /admin/link-fixtures-to-teams`	api	healthy	`main.py`
`GET /teams`	api	healthy	`main.py`
`GET /metrics/match/{match_id}`	api	healthy	`main.py`
`GET /metrics/summary`	api	healthy	`main.py`
`POST /metrics/result`	api	healthy	`main.py`
`POST /metrics/compute`	api	healthy	`main.py`
`GET /metrics/temperature-scaling`	api	healthy	`main.py`
`GET /metrics/evaluation`	api	healthy	`main.py`
`GET /_health/clv`	api	healthy	`main.py`
`GET /clv/match/{match_id}`	api	healthy	`main.py`
`GET /clv/alerts`	api	healthy	`main.py`
`GET /clv/dashboard`	api	healthy	`main.py`
`GET /clv/opportunities`	api	healthy	`main.py`
`GET /clv/club/opportunities`	api	healthy	`main.py`
`GET /clv/club/alerts/history`	api	healthy	`main.py`
`GET /clv/club/stats`	api	healthy	`main.py`
`GET /clv/club/realized`	api	healthy	`main.py`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`matches`	data	healthy	`real_data_collector.py`
`bookmaker_xwalk`	data	healthy	`create_bookmaker_mapping.py`
`league_map`	data	healthy	`odds_integration_system.py`
`team_name_xwalk`	data	healthy	`odds_integration_system.py`
`odds_snapshots`	data	healthy	`odds_integration_system.py`
`odds_consensus`	data	healthy	`odds_integration_system.py`
`market_features`	data	healthy	`enhanced_market_baseline_system.py`
`historical_odds`	data	healthy	`historical_odds_system.py`
`enhanced_consensus`	data	healthy	`historical_odds_system.py`
`enhanced_market_features`	data	healthy	`historical_odds_system.py`

Label	Layer	Status	Path
`generic_api_key::add_match_results_batch.py`	security	healthy	`add_match_results_batch.py`
`generic_api_key::test_closing_odds_system.sh`	security	healthy	`test_closing_odds_system.sh`
`generic_api_key::clv_frontend_demo.html`	security	healthy	`clv_frontend_demo.html`
`generic_api_key::test_qa_phase2.py`	security	healthy	`test_qa_phase2.py`
`generic_api_key::test_enhanced_metrics.sh`	security	healthy	`test_enhanced_metrics.sh`

Label	Layer	Status	Path
`postgresql`	data	healthy	`production_league_metrics.py`
`redis`	data	healthy	`pyproject.toml`

Label	Layer	Status	Path
`vps::aws`	hardware	healthy	`pyproject.toml`
`vps::azure`	hardware	healthy	`pyproject.toml`

Label	Layer	Status	Path
`onjoroge1__BetGeniusAI`	software	healthy	`/data/fable5_failed_archive/onjoroge1__BetGeniusAI`

Label	Layer	Status	Path
`port:8000`	network	healthy	`main_backup_20250731_183736.py`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`deep_learning_prototype.py`

Label	Layer	Status	Path
`auth::main.py`	security	healthy	`main.py`

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onjoroge1/BetGeniusAI

Complete repo analysis

function 50+

file 50+

class 50+

endpoint 50+

table 10

secret 5

database 2

vps 2

repo 1

port 1

gpu 1

auth 1