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122 of your 149 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 26.23s · analysis 9.03s · 30.6 MB · GitHub API rate-limit (preflight)

scikit-image/scikit-image

https://github.com/scikit-image/scikit-image · scanned 2026-06-05 22:21 UTC (1 week, 2 days ago) · 10 languages

611 raw signals (139 security + 472 graph) 11/13 scanners ran 92nd percentile · Python · large (100-500K LoC) System graph score 93 (lower by 4)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 week, 2 days ago · v2 · 253 actionable findings from 2 signal sources. 122 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
92.0
/100
Security checks
91
59 findings
System graph
93
100.0% cov · 194 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 97.0 0.20 19.40
documentation_score 88.0 0.15 13.20
practices_score 77.0 0.15 11.55
code_quality 70.0 0.10 7.00
Overall 1.00 88.9
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 7 Medium 8 Low 128 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 59 System graph 194 Crowd 0 Layer: Software 78 Quality 163 Security 6 Cicd 4 Api 1 Frontend 1

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

#1
Insecure pattern 'eval_used' in tools/precompute/mc_meta/createluts.py:100
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
tools/precompute/mc_meta/createluts.py:100
#2
Insecure pattern 'eval_used' in src/_skimage2/_shared/testing.py:100
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
src/_skimage2/_shared/testing.py:100
#3
No auth library detected
GapSeverity.MEDIUM Layer.SECURITY score 0.338
Why: medium severity
#4
Insecure pattern 'subprocess_shell_true' in benchmarks/benchmark_import_time.py:26
GapSeverity.MEDIUM Layer.SECURITY score 0.248
Why: medium severity · OWASP-class risk
benchmarks/benchmark_import_time.py:26
#5
GitHub Actions workflow grants broad write permissions
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/build-docs.yaml
#6
GitHub Actions workflow grants broad write permissions
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/nightly-wheel-build.yaml
#7
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/wheels-recipe.yaml:111
#8
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/wheels-test-and-release.yaml:77
#9
GitHub Actions workflow grants broad write permissions
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/wheels-test-and-release.yaml
#10
Possibly dead Python function: setup
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in benchmarks/benchmark_graph.py:12; if framework-registered, add a docstring.
benchmarks/benchmark_graph.py:12

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