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jingyaogong/minimind-o

https://github.com/jingyaogong/minimind-o · scanned 2026-05-16 22:30 UTC (20 hours, 52 minutes ago) · 10 languages

47 findings (15 legacy + 32 scanner) 13th percentile · Python · small (2-20K LoC) Scanner says 74 (lower by 23)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 20 hours, 52 minutes ago · v1 · 47 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
68.7
/100
Repobility
63
15 legacy
9-layer
74
77.8% cov · 32 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 11 Medium 14 Low 21 Source: Legacy 15 9-layer 32 Crowd 0 Layer: Quality 10 Security 21 Software 5 Frontend 1 Cicd 1 Api 9

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

#1
Flask mutation route `switch_model` without `@login_required` — webui/web_demo.py:256
GapSeverity.HIGH Layer.SECURITY score 0.525
Why: high severity · OWASP-class risk
Fix: Add `@login_required` decorator above the route function in webui/web_demo.py:256.
webui/web_demo.py:256
#2
Flask mutation route `clone_voice` without `@login_required` — webui/web_demo.py:267
GapSeverity.HIGH Layer.SECURITY score 0.525
Why: high severity · OWASP-class risk
Fix: Add `@login_required` decorator above the route function in webui/web_demo.py:267.
webui/web_demo.py:267
#3
Flask mutation route `delete_voice` without `@login_required` — webui/web_demo.py:284
GapSeverity.HIGH Layer.SECURITY score 0.525
Why: high severity · OWASP-class risk
Fix: Add `@login_required` decorator above the route function in webui/web_demo.py:284.
webui/web_demo.py:284
#4
Flask mutation route `chat` without `@login_required` — webui/web_demo.py:296
GapSeverity.HIGH Layer.SECURITY score 0.525
Why: high severity · OWASP-class risk
Fix: Add `@login_required` decorator above the route function in webui/web_demo.py:296.
webui/web_demo.py:296
#5
Insecure pattern 'eval_used' in eval_omni.py:39
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
eval_omni.py:39
#6
Insecure pattern 'eval_used' in webui/web_demo.py:212
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
webui/web_demo.py:212
#7
Insecure pattern 'eval_used' in scripts/web_demo_omni.py:82
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
scripts/web_demo_omni.py:82
#8
Insecure pattern 'eval_used' in model/model_omni.py:135
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
model/model_omni.py:135
#9
Insecure pattern 'eval_used' in trainer/train_sft_omni.py:118
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
trainer/train_sft_omni.py:118
#10
No auth library detected
GapSeverity.MEDIUM Layer.SECURITY score 0.338
Why: medium severity

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