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150 of your 228 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.
Upstream (GitHub) caused delay on this scan — not Repobility.
  • GitHub API rate-limited (HTTP 403) — preflight skipped, fell back to direct git clone.
  • Clone from GitHub took 88.02s for a 822.6 MB repo slow.
  • Repobility's analysis ran in 9.72s after the clone landed.

abbas-ahmad-cowlar/LSTM_PFD

https://github.com/abbas-ahmad-cowlar/LSTM_PFD · scanned 2026-06-16 02:50 UTC (2 months, 1 week ago) · 10 languages

530 raw signals (237 security + 293 graph) 98th percentile · Python · large (100-500K LoC)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v5 · 100 actionable findings from 2 signal sources. 269 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
89.9
/100
Security checks
85
93 findings
System graph
95
88.9% cov · 7 findings
Critical
4
click to filter
Agents
10
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 61.0 0.20 12.20
documentation_score 95.0 0.15 14.25
practices_score 88.0 0.15 13.20
code_quality 60.0 0.10 6.00
Overall 1.00 79.7
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 4 High 28 Medium 11 Low 20 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 93 System graph 7 Crowd 0 Layer: Quality 68 Security 11 Cicd 13 Software 5 Hardware 2 Frontend 1

Top 7 actions, ranked by impact × ease. Severity drives impact; tag-based fix-clarity drives ease.

#1
No CI/CD pipelines detected
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
#2
Docker base image is tag-pinned but not digest-pinned: python:3.10-slim
GapSeverity.LOW Layer.HARDWARE score 0.100
Why: low severity
Dockerfile:5
#3
Containers defined but no K8s/orchestration manifest found
GapSeverity.LOW Layer.HARDWARE score 0.100
Why: low severity
#4
No license file detected
GapSeverity.LOW Layer.QUALITY score 0.100
Why: low severity
#5
Composite production-readiness gap
GapSeverity.LOW Layer.QUALITY score 0.100
Why: low severity
#6
git log failed — history analysis incomplete
GapSeverity.INFO Layer.QUALITY score 0.025
Why: info severity
#7
No frontend routes/components detected
GapSeverity.INFO Layer.FRONTEND score 0.025
Why: info severity

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