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16 of your 189 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 2.91s · analysis 8.94s · 3.7 MB · GitHub preflight 420ms

numtide/llm-agents.nix

https://github.com/numtide/llm-agents.nix · scanned 2026-06-05 19:38 UTC (4 days, 15 hours ago) · 10 languages

250 raw signals (182 security + 68 graph) 19th percentile · Python · small (2-20K LoC) System graph score 82 (lower by 28)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 15 hours ago · v2 · 169 actionable findings from 2 signal sources. 47 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
70.6
/100
Security checks
60
147 findings
System graph
82
88.9% cov · 22 findings
Critical
3
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 40.5 0.25 10.12
testing_score 0.0 0.20 0.00
documentation_score 90.0 0.15 13.50
practices_score 67.0 0.15 10.05
code_quality 69.7 0.10 6.97
Overall 1.00 53.4
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 3 High 51 Medium 90 Low 15 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 147 System graph 22 Crowd 0 Layer: Software 135 Security 6 Quality 20 Cicd 4 Api 1 Network 2 Frontend 1

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

#1
Privileged port 18 in use
GapSeverity.MEDIUM Layer.NETWORK score 0.338
Why: medium severity · misconfigured network surface
Fix: If the number in .github/workflows/update.yml is a real port, change the binding to ≥1024 or run behind a proxy.
.github/workflows/update.yml
#2
Privileged port 21 in use
GapSeverity.MEDIUM Layer.NETWORK score 0.338
Why: medium severity · misconfigured network surface
Fix: If the number in .github/workflows/update.yml is a real port, change the binding to ≥1024 or run behind a proxy.
.github/workflows/update.yml
#3
No auth library detected
GapSeverity.MEDIUM Layer.SECURITY score 0.338
Why: medium severity
#4
Insecure pattern 'subprocess_shell_true' in pyproject.toml:41
GapSeverity.MEDIUM Layer.SECURITY score 0.248
Why: medium severity · OWASP-class risk
pyproject.toml:41
#5
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/check-maintainers.yml:21
#6
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/update-flake.yml:41
#7
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/update-flake.yml:76
#8
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/update-flake.yml:150
#9
GitHub Actions workflow grants broad write permissions
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/update-flake.yml
#10
GitHub Actions workflow grants broad write permissions
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/update.yml

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