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Upstream (GitHub) caused delay on this scan — not Repobility.
  • GitHub API rate-limited (HTTP 403) — preflight skipped, fell back to direct git clone.
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  • Repobility's analysis ran in 0.15s after the clone landed.

aviruthiamsa-ard/CSI-300-ML-Based-Index-Enhancement-Strategy

https://github.com/aviruthiamsa-ard/CSI-300-ML-Based-Index-Enhancement-Strategy.git · scanned 2026-05-26 07:33 UTC (1 week, 3 days ago) · 10 languages

19 findings (5 legacy + 14 scanner) 11/13 scanners ran 74th percentile · Python · tiny (<2K LoC) Scanner says 87 (lower by 16)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 week, 3 days ago · v2 · 12 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
78.8
/100
Repobility
71
5 legacy
9-layer
87
66.7% cov · 7 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 40.0 0.15 6.00
security_score 100.0 0.25 25.00
testing_score 70.0 0.20 14.00
documentation_score 54.0 0.15 8.10
practices_score 70.0 0.15 10.50
code_quality 80.0 0.10 8.00
Overall 1.00 71.6
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 1 Medium 4 Low 4 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 5 9-layer 7 Crowd 0 Layer: Quality 6 Software 2 Api 1 Frontend 1 Security 1 Cicd 1

All 19 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
generate_alpha_decay_chart software healthy scratch_generate_alpha_decay.py:4
generate_alpha_decay_chart software healthy generate_presentation_assets.py:93
calc_metrics software healthy scratch_metrics.py:20
extract_text software healthy scratch_read_pdf.py:2
read_sheet software healthy ml_enhanced_multi_factor_strategy/strategy3.py:52
calc_features_extended software healthy ml_enhanced_multi_factor_strategy/strategy3.py:138
beta_calc software healthy ml_enhanced_multi_factor_strategy/strategy3.py:205
objective software dead ml_enhanced_multi_factor_strategy/strategy3.py:385
calc_metrics software healthy ml_enhanced_multi_factor_strategy/strategy3.py:523

LabelLayerStatusPath
presentation.html software healthy presentation.html
scratch_generate_alpha_decay.py software healthy scratch_generate_alpha_decay.py
README.md software healthy README.md
generate_presentation_assets.py software healthy generate_presentation_assets.py
scratch_generate_charts.py software warning scratch_generate_charts.py
scratch_metrics.py software healthy scratch_metrics.py
scratch_read_pdf.py software healthy scratch_read_pdf.py
strategy3.py software healthy ml_enhanced_multi_factor_strategy/strategy3.py

LabelLayerStatusPath
repobility-clone-qvba4qae software healthy /tmp/repobility-clone-qvba4qae

LabelLayerStatusPath
ml_enhanced_multi_factor_strategy software healthy ml_enhanced_multi_factor_strategy
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