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Axiom-Cyber-LLC/Model-Manager-HF-Kaggle-Search

https://github.com/Axiom-Cyber-LLC/Model-Manager-HF-Kaggle-Search · scanned 2026-06-17 01:18 UTC (1 month, 2 weeks ago)

91 raw signals (0 security + 91 graph)

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Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ +17.0 (diff) · 71 actionable findings from 1 signal source. 20 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
93.7
/100
Security checks
94
0 findings
System graph
94
44.4% cov · 71 findings
Critical
0
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 1 Medium 13 Low 50 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 71 Crowd 0 Layer: Software 24 Security 2 Quality 45

Top 10 actions, ranked by impact × ease. Severity drives impact; tag-based fix-clarity drives ease.

#1
Insecure pattern 'subprocess_shell_true' in agent_filesystem_wrapper.py:91
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
agent_filesystem_wrapper.py:91
#2
No auth library detected
GapSeverity.MEDIUM Layer.SECURITY score 0.338
Why: medium severity
#3
Very low test-to-source ratio
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity
#4
Critical user flow still appears backed by mock or placeholder data
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity
#5
Network/subprocess call without timeout or try/except — model_dataset_manager_v2_artifacts.py:1374
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity · crashes are likely without this
Fix: Add a `timeout=N` argument and wrap in `try/except` in model_dataset_manager_v2_artifacts.py:1374 to prevent hung calls.
#6
Network/subprocess call without timeout or try/except — Prepare_models_for_Ollama.py:466
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity · crashes are likely without this
Fix: Add a `timeout=N` argument and wrap in `try/except` in Prepare_models_for_Ollama.py:466 to prevent hung calls.
#7
Network/subprocess call without timeout or try/except — model_manager_v1.4.py:1730
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity · crashes are likely without this
Fix: Add a `timeout=N` argument and wrap in `try/except` in model_manager_v1.4.py:1730 to prevent hung calls.
#8
Network/subprocess call without timeout or try/except — model_manager.py:6397
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity · crashes are likely without this
Fix: Add a `timeout=N` argument and wrap in `try/except` in model_manager.py:6397 to prevent hung calls.
#9
Network/subprocess call without timeout or try/except — model_manager_v1.5.py:1736
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity · crashes are likely without this
Fix: Add a `timeout=N` argument and wrap in `try/except` in model_manager_v1.5.py:1736 to prevent hung calls.
#10
Network/subprocess call without timeout or try/except — model_manager_v1.7.py:2243
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity · crashes are likely without this
Fix: Add a `timeout=N` argument and wrap in `try/except` in model_manager_v1.7.py:2243 to prevent hung calls.

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