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62 of your 86 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.
Upstream (GitHub) caused delay on this scan — not Repobility.
  • GitHub API rate-limited (HTTP 403) — preflight skipped, fell back to direct git clone.
  • Clone from GitHub took 132.35s for a 149.4 MB repo slow.
  • Repobility's analysis ran in 1.12s after the clone landed.

VibeVoice

https://github.com/microsoft/VibeVoice.git · scanned 2026-05-24 01:24 UTC (1 week, 5 days ago) · 10 languages

216 findings (80 legacy + 136 scanner) 11/13 scanners ran 36th percentile · Python · small (2-20K LoC) Scanner says 92 (lower by 28)

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

Complete repo analysis

Last scanned 1 week, 5 days ago · v2 · 148 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
85.7
/100
Repobility
80
80 legacy
9-layer
92
88.9% cov · 68 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 13.0 0.20 2.60
documentation_score 95.0 0.15 14.25
practices_score 40.0 0.15 6.00
code_quality 45.0 0.10 4.50
Overall 1.00 63.6
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 69 Medium 16 Low 54 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 80 9-layer 68 Crowd 0 Layer: Quality 108 Security 13 Software 23 Frontend 1 Cicd 1 Api 2

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

#1
Insecure pattern 'eval_used' in demo/vibevoice_asr_gradio_demo.py:108
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
demo/vibevoice_asr_gradio_demo.py:108
#2
Insecure pattern 'eval_used' in demo/realtime_model_inference_from_file.py:218
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
demo/realtime_model_inference_from_file.py:218
#3
Insecure pattern 'eval_used' in demo/vibevoice_asr_inference_from_file.py:68
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
demo/vibevoice_asr_inference_from_file.py:68
#4
Insecure pattern 'eval_used' in demo/web/app.py:114
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
demo/web/app.py:114
#5
Insecure pattern 'eval_used' in vibevoice/modular/modeling_vibevoice_asr.py:105
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
vibevoice/modular/modeling_vibevoice_asr.py:105
#6
Insecure pattern 'eval_used' in vibevoice/modular/modeling_vibevoice_streaming.py:161
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
vibevoice/modular/modeling_vibevoice_streaming.py:161
#7
Insecure pattern 'eval_used' in vibevoice/modular/modeling_vibevoice.py:165
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
vibevoice/modular/modeling_vibevoice.py:165
#8
Insecure pattern 'eval_used' in finetuning-asr/inference_lora.py:68
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
finetuning-asr/inference_lora.py:68
#9
No auth library detected
GapSeverity.MEDIUM Layer.SECURITY score 0.338
Why: medium severity
#10
Insecure pattern 'subprocess_shell_true' in vllm_plugin/scripts/start_server.py:35
GapSeverity.MEDIUM Layer.SECURITY score 0.248
Why: medium severity · OWASP-class risk
vllm_plugin/scripts/start_server.py:35

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