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marin-community/marin

https://github.com/marin-community/marin · scanned 2026-06-05 20:17 UTC (4 days, 14 hours ago) · 10 languages

1740 raw signals (312 security + 1428 graph) 11/13 scanners ran 94th percentile · Python · large (100-500K LoC) System graph score 52 (higher by 38)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 14 hours ago · v2 · 589 actionable findings from 2 signal sources. 433 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
71.7
/100
Security checks
92
97 findings
System graph
52
100.0% cov · 492 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 85.0 0.15 12.75
security_score 100.0 0.25 25.00
testing_score 100.0 0.20 20.00
documentation_score 99.0 0.15 14.85
practices_score 78.0 0.15 11.70
code_quality 55.0 0.10 5.50
Overall 1.00 89.8
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 36 Medium 77 Low 261 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 97 System graph 492 Crowd 0 Layer: Software 74 Quality 431 Security 21 Cicd 13 Frontend 3 Network 4 Hardware 14 Api 29

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

#1
FastAPI POST `create_protect_rule` without auth dependency — scripts/ops/storage/dashboard/server.py:756
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in scripts/ops/storage/dashboard/server.py:756.
scripts/ops/storage/dashboard/server.py:756
#2
FastAPI DELETE `remove_protect_rule` without auth dependency — scripts/ops/storage/dashboard/server.py:778
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in scripts/ops/storage/dashboard/server.py:778.
scripts/ops/storage/dashboard/server.py:778
#3
FastAPI POST `create_delete_rule` without auth dependency — scripts/ops/storage/dashboard/server.py:998
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in scripts/ops/storage/dashboard/server.py:998.
scripts/ops/storage/dashboard/server.py:998
#4
FastAPI DELETE `remove_delete_rule` without auth dependency — scripts/ops/storage/dashboard/server.py:1018
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in scripts/ops/storage/dashboard/server.py:1018.
scripts/ops/storage/dashboard/server.py:1018
#5
FastAPI POST `estimate_delete_patterns` without auth dependency — scripts/ops/storage/dashboard/server.py:1029
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in scripts/ops/storage/dashboard/server.py:1029.
scripts/ops/storage/dashboard/server.py:1029
#6
FastAPI POST `trigger_sync` without auth dependency — scripts/ops/storage/dashboard/server.py:1366
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in scripts/ops/storage/dashboard/server.py:1366.
scripts/ops/storage/dashboard/server.py:1366
#7
FastAPI POST `create_chat_completion` without auth dependency — lib/levanter/src/levanter/inference/openai.py:759
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in lib/levanter/src/levanter/inference/openai.py:759.
lib/levanter/src/levanter/inference/openai.py:759
#8
FastAPI POST `create_completion` without auth dependency — lib/levanter/src/levanter/inference/openai.py:763
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in lib/levanter/src/levanter/inference/openai.py:763.
lib/levanter/src/levanter/inference/openai.py:763
#9
FastAPI POST `fetch_tokens` without auth dependency — lib/levanter/src/levanter/inference/openai.py:767
GapSeverity.HIGH Layer.SECURITY score 0.537
Why: high severity · OWASP-class risk
Fix: Add `user = Depends(get_current_user)` to the function signature in lib/levanter/src/levanter/inference/openai.py:767.
lib/levanter/src/levanter/inference/openai.py:767
#10
Insecure pattern 'eval_used' in experiments/plantcad/exp1729_plantcad_eval.py:454
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
experiments/plantcad/exp1729_plantcad_eval.py:454

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