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97 of your 136 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 1.59s · analysis 51.53s · 4.1 MB · GitHub API rate-limit (preflight)

D4Vinci/Scrapling

https://github.com/D4Vinci/Scrapling · scanned 2026-06-04 04:11 UTC (1 day, 6 hours ago) · 10 languages

265 findings (131 legacy + 134 scanner) 76th percentile · Python · medium (20-100K LoC) Scanner says 85 (lower by 8)

File as issue Image v2 schema
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 day, 6 hours ago · v2 · 198 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
76.3
/100
Repobility
67
131 legacy
9-layer
85
100.0% cov · 67 gaps
Critical
9
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 75.0 0.15 11.25
security_score 49.7 0.25 12.43
testing_score 97.0 0.20 19.40
documentation_score 96.0 0.15 14.40
practices_score 99.0 0.15 14.85
code_quality 46.9 0.10 4.69
Overall 1.00 77.0
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 9 High 85 Medium 27 Low 61 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 131 9-layer 67 Crowd 0 Layer: Software 58 Cicd 22 Security 3 Quality 110 Api 1 Hardware 3 Frontend 1

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

#1
No auth library detected
GapSeverity.MEDIUM Layer.SECURITY score 0.338
Why: medium severity
#2
Insecure pattern 'subprocess_shell_true' in .bandit.yml:7
GapSeverity.MEDIUM Layer.SECURITY score 0.248
Why: medium severity · OWASP-class risk
.bandit.yml:7
#3
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/release-and-publish.yml:49
#4
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/release-and-publish.yml:74
#5
GitHub Actions workflow grants broad write permissions
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/release-and-publish.yml
#6
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/docker-build.yml:31
#7
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/docker-build.yml:36
#8
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/docker-build.yml:43
#9
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/docker-build.yml:51
#10
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/docker-build.yml:73

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