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119 of your 142 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

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skrub-data/skrub

https://github.com/skrub-data/skrub · scanned 2026-06-05 14:27 UTC (5 days, 5 hours ago) · 10 languages

387 raw signals (139 security + 248 graph) 80th percentile · Python · medium (20-100K LoC) System graph score 92 (lower by 13)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 5 days, 5 hours ago · v2 · 161 actionable findings from 2 signal sources. 102 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
85.0
/100
Security checks
78
58 findings
System graph
92
88.9% cov · 103 findings
Critical
2
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 95.2 0.25 23.80
testing_score 97.0 0.20 19.40
documentation_score 81.0 0.15 12.15
practices_score 70.0 0.15 10.50
code_quality 43.1 0.10 4.31
Overall 1.00 79.2
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 2 High 8 Medium 5 Low 69 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 58 System graph 103 Crowd 0 Layer: Software 53 Security 4 Quality 95 Cicd 5 Api 1 Frontend 3

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

#1
Insecure pattern 'eval_used' in skrub/_data_ops/_evaluation.py:368
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
skrub/_data_ops/_evaluation.py:368
#2
GitHub Action tracks a moving branch
GapSeverity.HIGH Layer.CICD score 0.375
Why: high severity
.github/workflows/main.yml:18
#3
No auth library detected
GapSeverity.MEDIUM Layer.SECURITY score 0.338
Why: medium severity
#4
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/testing.yml:40
#5
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/test-javascript.yml:29
#6
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/update_pixi_lock_files.yml:38
#7
Stray `console.log` in TS/JS — skrub/_reporting/_data/templates/data_ops/data_ops-report.js:32
GapSeverity.LOW Layer.FRONTEND score 0.170
Why: low severity · fix is short / mechanical
Fix: Delete or guard the `console.log` in skrub/_reporting/_data/templates/data_ops/data_ops-report.js:32.
#8
Possibly dead Python function: repr_dict
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in skrub/_utils.py:145; if framework-registered, add a docstring.
skrub/_utils.py:145
#9
Possibly dead Python function: decorator
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in skrub/_utils.py:299; if framework-registered, add a docstring.
skrub/_utils.py:299
#10
Possibly dead Python function: decorator
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in skrub/_dispatch.py:235; if framework-registered, add a docstring.
skrub/_dispatch.py:235

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