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bashaarZ/visualize-qatar

https://github.com/bashaarZ/visualize-qatar.git · scanned 2026-05-18 14:47 UTC (2 weeks, 3 days ago) · 10 languages

44 findings (8 legacy + 36 scanner) 32nd percentile · Python · tiny (<2K LoC) Scanner says 81 (lower by 28)

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

Complete repo analysis

Last scanned 2 weeks, 3 days ago · v4 · 17 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
76.1
/100
Repobility
71
8 legacy
9-layer
81
88.9% cov · 9 gaps
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 0.0 0.20 0.00
documentation_score 40.0 0.15 6.00
practices_score 40.0 0.15 6.00
code_quality 70.0 0.10 7.00
Overall 1.00 53.0
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 4 Low 5 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 8 9-layer 9 Crowd 0 Layer: Quality 10 Software 3 Api 1 Frontend 1 Security 1 Cicd 1

All 12 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

LabelLayerStatusPath
README.md software healthy README.md
package.json software healthy package.json
qatar_visualization.py software healthy qatar_visualization.py
qatar_quantitative.py software healthy qatar_quantitative.py
qatar_analysis.py software warning qatar_analysis.py

LabelLayerStatusPath
count_by_municipality software healthy qatar_visualization.py:88
area_stats software healthy qatar_quantitative.py:85
count_per_muni software healthy qatar_quantitative.py:150
pop_and_density software healthy qatar_quantitative.py:197

LabelLayerStatusPath
repobility-clone-k79jqqyy software healthy /tmp/repobility-clone-k79jqqyy

LabelLayerStatusPath
sqlite data healthy qatar_analysis.py

LabelLayerStatusPath
vps::aws hardware healthy qatar_analysis.py
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
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