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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.

JSON
Combined
81.5
/100
Security checks
82
0 findings
System graph
82
77.8% cov · 51 findings
Critical
5
click to filter
Agents
10
0 votes
Crowd
0
reported
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
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Scan summary Repository scanned at 81.5/100 with 77.8% coverage. It contains 2203 nodes across 30 cross-layer flows, written primarily in mixed languages. Engine surfaced 68 findings — concentrated in quality (43), software (17), security (8). Risk profile is high: 5 critical, 0 high, 7 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 46 of 51 actionable findings. 68 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

critical System graph security Secrets conf 1.00 Possible secret in add_match_results_batch.py
Detected pattern matching generic_api_key. Rotate the credential and move to a secret manager.
add_match_results_batch.py:11
critical System graph security Secrets conf 1.00 Possible secret in clv_frontend_demo.html
Detected pattern matching generic_api_key. Rotate the credential and move to a secret manager.
clv_frontend_demo.html:383
medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.
Mock dataCritical flowGenerated repo pattern
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in main.py:284
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
main.py:284 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in main_backup_20250731_183736.py:39
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
main_backup_20250731_183736.py:39 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in clv_frontend_demo.html:456
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
clv_frontend_demo.html:456 Direct innerhtml assignment
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — run_training.py:62
`subprocess.Popen(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 12 placeholder/mock markers across 11 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
14 test file(s) for 158 source file(s) (ratio 0.09). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Integrity conf 1.00 9 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `API_BASE_URL`, `API_KEY`, `DATABASE_URL`, `ENABLE_BACKGROUND`, `LD_LIBRARY_PATH`, `ODDS_API_KEY`, `PORT`, `REPLIT_DEPLOYMENT` + 1 more. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break.
config drift
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 3868 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 15 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: complete_phase1a_enhancer.py:calculate_competitiveness_indicator, simplified_phase1b_collector.py:calculate_competitiveness This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate…
15 occurrences
repo-level (15 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 4 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: odds_demo_system.py:calculate_top2_accuracy, enhanced_market_baseline_system.py:calculate_top2_accuracy, complete_odds_integration.py:calculate_top2_accuracy This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://j…
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 8 places
Functions with the same first-5-line body hash: real_model_evaluation.py:get_outcome, production_league_metrics.py:get_outcome, league_metrics_analyzer.py:get_outcome, phase_r_recovery_system.py:get_outcome This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://…
duplicatesduplication
low System graph quality License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `Clean_PreMatch_v1` in clean_prediction_system.py:269
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `generate_enhanced_features_v2` in phase1b_enhanced_training.py:90
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `odds_accuracy_evaluation_v2` in test_v2_shadow_system.py:50
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `Phase3_v1` in phase3_calibration_system.py:347
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `Phase4_Complete_v1` in phase4_complete_implementation.py:384
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `prob_old` in populate_match_features.py:60
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `Production_Validated_v1` in production_ml_system.py:205
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `promote_v2` in auto_promote_v2.py:197
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `router_v2` in main.py:249
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `TwoStage_Enhanced_v2` in enhanced_two_stage_trainer.py:374
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `TwoStage_Quick_v1` in quick_two_stage_test.py:289
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: backfill_historical_odds
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
odds_integration_system.py:536
low System graph software Dead code conf 1.00 Possibly dead Python function: calibrate_per_league
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
comprehensive_improvement_system.py:455
low System graph software Dead code conf 1.00 Possibly dead Python function: check_sharp_book_availability
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:486
low System graph software Dead code conf 1.00 Possibly dead Python function: continuous_monitor
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
odds_collection_monitor.py:199
low System graph software Dead code conf 1.00 Possibly dead Python function: convert_numpy
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
phase3_production_monitor.py:418
low System graph software Dead code conf 1.00 Possibly dead Python function: convert_types
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
phase4_complete_implementation.py:593
low System graph software Dead code conf 1.00 Possibly dead Python function: ensure_components_loaded
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:582
low System graph software Dead code conf 1.00 Possibly dead Python function: get_v3_fallback_prediction
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:523
low System graph software Dead code conf 1.00 Possibly dead Python function: negative_log_likelihood
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
s3_poisson_head.py:150
low System graph software Dead code conf 1.00 Possibly dead Python function: predict_poisson_probabilities
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
comprehensive_improvement_system.py:423
low System graph software Dead code conf 1.00 Possibly dead Python function: prob_ah_home_minus_1
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1055
low System graph software Dead code conf 1.00 Possibly dead Python function: prob_btts_yes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1050
low System graph software Dead code conf 1.00 Possibly dead Python function: prob_double_chance
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1302
low System graph software Dead code conf 1.00 Possibly dead Python function: prob_over_25
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1003
low System graph software Dead code conf 1.00 Possibly dead Python function: resolve_bookmaker_name
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:10281
low System graph software Dead code conf 1.00 Possibly dead Python function: verify_api_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main_backup_20250731_183736.py:95
low System graph software Dead code conf 1.00 Possibly dead Python function: verify_api_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:775
low System graph quality Complexity conf 1.00 Very large file: main.py (10375 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: main_backup_20250731_183736.py (1279 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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