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36 of your 50 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 26.98s · analysis 1.07s · 27.7 MB · GitHub API rate-limit (preflight)

HKUDS/ViMax

https://github.com/HKUDS/ViMax.git · scanned 2026-05-20 00:19 UTC (2 weeks ago) · 10 languages

102 findings (50 legacy + 52 scanner) 11/13 scanners ran 43rd percentile · Python · small (2-20K LoC) Scanner says 98 (lower by 30)

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

Complete repo analysis

Last scanned 2 weeks ago · v2 · 76 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
89.4
/100
Repobility
81
50 legacy
9-layer
98
77.8% cov · 26 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 75.0 0.15 11.25
security_score 100.0 0.25 25.00
testing_score 30.0 0.20 6.00
documentation_score 77.0 0.15 11.55
practices_score 42.0 0.15 6.30
code_quality 75.0 0.10 7.50
Overall 1.00 67.6
security_score may be inflated — optional security scanners were skipped on this fast scan
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 29 Medium 7 Low 20 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 50 9-layer 26 Crowd 0 Layer: Quality 58 Software 14 Api 1 Frontend 1 Security 1 Cicd 1

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

#1
No auth library detected
GapSeverity.MEDIUM Layer.SECURITY score 0.338
Why: medium severity
#2
No CI/CD pipelines detected
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
#3
Very low test-to-source ratio
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity
#4
Possibly dead Python function: after_func
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in utils/retry.py:5; if framework-registered, add a docstring.
utils/retry.py:5
#5
Possibly dead Python function: pil_to_b64
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in utils/image.py:41; if framework-registered, add a docstring.
utils/image.py:41
#6
Possibly dead Python function: save_base64_image
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in utils/image.py:52; if framework-registered, add a docstring.
utils/image.py:52
#7
Possibly dead Python function: save_b64
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in interfaces/image_output.py:26; if framework-registered, add a docstring.
interfaces/image_output.py:26
#8
Possibly dead Python function: save_url
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in interfaces/image_output.py:35; if framework-registered, add a docstring.
interfaces/image_output.py:35
#9
Possibly dead Python function: save_pil
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in interfaces/image_output.py:43; if framework-registered, add a docstring.
interfaces/image_output.py:43
#10
Possibly dead Python function: save_np
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in interfaces/image_output.py:51; if framework-registered, add a docstring.
interfaces/image_output.py:51

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