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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) 21st 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
Scan summary Repository scanned at 74.3/100 with 77.8% coverage. It contains 13 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 8 findings — concentrated in software (2), security (2), api (1). Risk profile is high: 0 critical, 1 high, 2 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 9 of 17 findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

medium Legacy quality practices conf 1.00 [CFG006] Missing .gitignore: No .gitignore file. Risk of committing secrets and build artifacts.
Add a .gitignore appropriate for your language/framework.
practiceslegacy
high Legacy quality quality conf 1.00 ✓ Repobility Bare except continues silently
Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
feature_extraction.py:19 qualitylegacy
medium Legacy quality documentation No README file found
Create a README.md with: project name and description, installation instructions, usage examples, configuration options, and contribution guidelines.
documentationlegacy
medium 9-layer security coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). Either auth lives in custom code, in a separate service, or is missing.
coverageauth
medium 9-layer cicd coverage conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
coverage
low Legacy quality documentation No LICENSE file
Add a LICENSE file to your repository. Use choosealicense.com to pick the right license (MIT for permissive, Apache 2.0 for patent protection, GPL for copyleft).
documentationlegacy
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: testing_code.py:forward, implementation.py:forward This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
integrityduplicatedry
low 9-layer software dead-code conf 1.00 Possibly dead Python function: extract_url_features
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
feature_extraction.py:22 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: forward
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
implementation.py:42 dead-code
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