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142 of your 195 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 37.1s for a 51.0 MB repo slow.
  • Repobility's analysis ran in 16.47s after the clone landed.

rapidsai/cuml

https://github.com/rapidsai/cuml · scanned 2026-06-05 22:09 UTC (4 days, 10 hours ago) · 10 languages

507 raw signals (187 security + 320 graph) 11/13 scanners ran 72nd percentile · Python · large (100-500K LoC)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 10 hours ago · v2 · 162 actionable findings from 2 signal sources. 175 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
82.1
/100
Security checks
81
69 findings
System graph
83
77.8% cov · 93 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 60.0 0.15 9.00
security_score 100.0 0.25 25.00
testing_score 97.0 0.20 19.40
documentation_score 97.0 0.15 14.55
practices_score 68.0 0.15 10.20
code_quality 46.0 0.10 4.60
Overall 1.00 82.8
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 11 Medium 11 Low 57 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 69 System graph 93 Crowd 0 Layer: Quality 109 Cicd 6 Security 10 Software 33 Api 1 Hardware 2 Frontend 1

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

#1
Insecure pattern 'exec_used' in python/cuml/cuml/accel/magics.py:81
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
python/cuml/cuml/accel/magics.py:81
#2
Insecure pattern 'exec_used' in python/cuml/cuml/accel/runners.py:85
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
python/cuml/cuml/accel/runners.py:85
#3
GitHub Action tracks a moving branch
GapSeverity.HIGH Layer.CICD score 0.375
Why: high severity
.github/workflows/test.yaml:36
#4
GitHub Action tracks a moving branch
GapSeverity.HIGH Layer.CICD score 0.375
Why: high severity
.github/workflows/test.yaml:50
#5
GitHub Action tracks a moving branch
GapSeverity.HIGH Layer.CICD score 0.375
Why: high severity
.github/workflows/test.yaml:65
#6
GitHub Action tracks a moving branch
GapSeverity.HIGH Layer.CICD score 0.375
Why: high severity
.github/workflows/test.yaml:80
#7
GitHub Action tracks a moving branch
GapSeverity.HIGH Layer.CICD score 0.375
Why: high severity
.github/workflows/test.yaml:95
#8
GitHub Action tracks a moving branch
GapSeverity.HIGH Layer.CICD score 0.375
Why: high severity
.github/workflows/test.yaml:124
#9
GitHub Action tracks a moving branch
GapSeverity.HIGH Layer.CICD score 0.375
Why: high severity
.github/workflows/test.yaml:141
#10
GitHub Action tracks a moving branch
GapSeverity.HIGH Layer.CICD score 0.375
Why: high severity
.github/workflows/test.yaml:158

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