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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.
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  • Repobility's analysis ran in 1.12s after the clone landed.

microsoft/VibeVoice

https://github.com/microsoft/VibeVoice.git · scanned 2026-05-24 01:24 UTC (2 weeks, 6 days ago) · 10 languages

216 raw signals (80 security + 136 graph) 11/13 scanners ran 42nd percentile · Python · small (2-20K LoC) System graph score 92 (lower by 28)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 weeks, 6 days ago · v2 · 75 actionable findings from 2 signal sources. 73 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
85.7
/100
Security checks
80
22 findings
System graph
92
88.9% cov · 53 findings
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: severity: high × excluding tests × Reset all
Severity: Critical 0 High 11 Medium 11 Low 39 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 22 System graph 53 Crowd 0 Layer: Quality 35 Security 13 Software 23 Frontend 1 Cicd 1 Api 2
Scan summary Quality grade C+ (64/100). Dimensions: security 100, maintainability 75. 80 findings (2 security). 17,165 lines analyzed.

Showing 11 of 75 actionable findings. 148 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high Security checks quality Quality conf 1.00 ✓ Repobility 25 occurrences [MINED108] `self.voice_presets` used but never assigned in __init__: Method `setup_voice_presets` of class `VoiceMapper` reads `self.voice_presets`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.voice_presets = <default>` in __init__, or add a class-level default.
4 files, 25 locations
demo/realtime_model_inference_from_file.py:36, 37, 41, 51, 54, 57, 58, 62, +5 more (13 hits)
vllm_plugin/model.py:339, 481, 498, 539, 576, 614, 637, 654, +1 more (9 hits)
demo/vibevoice_asr_inference_from_file.py:147, 240 (2 hits)
finetuning-asr/lora_finetune.py:305
high System graph security security conf 1.00 Insecure pattern 'eval_used' in demo/realtime_model_inference_from_file.py:218
Found a known-risky pattern (eval_used). Review and replace if possible.
demo/realtime_model_inference_from_file.py:218 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in demo/vibevoice_asr_gradio_demo.py:108
Found a known-risky pattern (eval_used). Review and replace if possible.
demo/vibevoice_asr_gradio_demo.py:108 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in demo/vibevoice_asr_inference_from_file.py:68
Found a known-risky pattern (eval_used). Review and replace if possible.
demo/vibevoice_asr_inference_from_file.py:68 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in demo/web/app.py:114
Found a known-risky pattern (eval_used). Review and replace if possible.
demo/web/app.py:114 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in finetuning-asr/inference_lora.py:68
Found a known-risky pattern (eval_used). Review and replace if possible.
finetuning-asr/inference_lora.py:68 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in vibevoice/modular/modeling_vibevoice.py:165
Found a known-risky pattern (eval_used). Review and replace if possible.
vibevoice/modular/modeling_vibevoice.py:165 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in vibevoice/modular/modeling_vibevoice_asr.py:105
Found a known-risky pattern (eval_used). Review and replace if possible.
vibevoice/modular/modeling_vibevoice_asr.py:105 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in vibevoice/modular/modeling_vibevoice_streaming.py:161
Found a known-risky pattern (eval_used). Review and replace if possible.
vibevoice/modular/modeling_vibevoice_streaming.py:161 Eval used
high Security checks quality Quality conf 0.72 Agent control bridge may listen on a network interface without visible auth
Bind local agent bridges to 127.0.0.1 by default. If remote access is required, require a bearer token or mTLS, enforce origin/CSRF checks for browser clients, and document the threat model.
vllm_plugin/scripts/gradio_asr_demo_api_video.py:1843
high Security checks quality Quality conf 0.72 Agent control bridge may listen on a network interface without visible auth
Bind local agent bridges to 127.0.0.1 by default. If remote access is required, require a bearer token or mTLS, enforce origin/CSRF checks for browser clients, and document the threat model.
demo/vibevoice_asr_gradio_demo.py:402
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