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charanrathod-cr17/Phishing_URL_Detection

https://github.com/charanrathod-cr17/Phishing_URL_Detection.git · scanned 2026-05-27 14:13 UTC (1 week, 1 day ago) · 10 languages

25 findings (9 legacy + 16 scanner) 20th percentile · Python · tiny (<2K LoC) Scanner says 74 (lower by 30)

File as issue Image v2 schema
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 week, 1 day ago · v2 · 17 findings from 2 sources. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
67.5
/100
Repobility
61
9 legacy
9-layer
74
77.8% cov · 8 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 40.0 0.15 6.00
security_score 98.0 0.25 24.50
testing_score 0.0 0.20 0.00
documentation_score 10.0 0.15 1.50
practices_score 30.0 0.15 4.50
code_quality 78.4 0.10 7.84
Overall 1.00 44.3
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 3 Medium 4 Low 4 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 9 9-layer 8 Crowd 0 Layer: Quality 9 Security 3 Software 2 Api 1 Frontend 1 Cicd 1

Top 8 actions, ranked by impact × ease. Severity drives impact; tag-based fix-clarity drives ease.

#1
Insecure pattern 'eval_used' in testing_code.py:63
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
testing_code.py:63
#2
No auth library detected
GapSeverity.MEDIUM Layer.SECURITY score 0.338
Why: medium severity
#3
No CI/CD pipelines detected
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
#4
Possibly dead Python function: extract_url_features
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in feature_extraction.py:22; if framework-registered, add a docstring.
feature_extraction.py:22
#5
Possibly dead Python function: forward
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in implementation.py:42; if framework-registered, add a docstring.
implementation.py:42
#6
Near-duplicate function bodies in 2 places
GapSeverity.LOW Layer.QUALITY score 0.113
Why: low severity · crashes are likely without this
Fix: Add a timeout on the call and wrap the body in this language’s exception-handling primitive.
#7
No API endpoints detected
GapSeverity.INFO Layer.API score 0.025
Why: info severity
#8
No frontend routes/components detected
GapSeverity.INFO Layer.FRONTEND score 0.025
Why: info severity

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