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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

All 40 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
.env.example software healthy .env.example
implementation_plan.md software healthy implementation_plan.md
CONTRIBUTING.md software healthy CONTRIBUTING.md
CHANGELOG.md software healthy CHANGELOG.md
mkdocs.yml software healthy mkdocs.yml
CONVERGENCE_PLAN.md software healthy CONVERGENCE_PLAN.md
requirements.txt software healthy requirements.txt
dataset_card.yaml software healthy dataset_card.yaml
README.md software healthy README.md
pyproject.toml software healthy pyproject.toml
docker-compose.yml software healthy docker-compose.yml
BACKLOG.md software healthy BACKLOG.md
.pre-commit-config.yaml software healthy .pre-commit-config.yaml
Dockerfile software healthy Dockerfile

LabelLayerStatusPath
image::Dockerfile hardware healthy Dockerfile
api hardware healthy docker-compose.yml
nginx hardware healthy docker-compose.yml
dashboard_postgres hardware healthy docker-compose.yml
redis hardware healthy docker-compose.yml
celery_worker hardware healthy docker-compose.yml
dashboard hardware healthy docker-compose.yml
celery_flower hardware healthy docker-compose.yml

LabelLayerStatusPath
port:5555 network healthy docker-compose.yml
port:8000 network healthy docker-compose.yml
port:80 network healthy docker-compose.yml
port:443 network healthy docker-compose.yml
port:5432 network healthy docker-compose.yml
port:6379 network healthy docker-compose.yml
port:8050 network healthy docker-compose.yml

LabelLayerStatusPath
postgresql data healthy .env.example
redis data healthy .env.example
postgres data healthy .env.example
elasticsearch data healthy .env.example

LabelLayerStatusPath
abbas-ahmad-cowlar__LSTM_PFD software healthy /data/fable5_failed_archive/abbas-ahmad-cowlar__LSTM_PFD

LabelLayerStatusPath
celery data healthy .env.example

LabelLayerStatusPath
0.2.0.1 network healthy requirements.txt

LabelLayerStatusPath
nginx network healthy docker-compose.yml

LabelLayerStatusPath
gpu (detected) hardware healthy .env.example

LabelLayerStatusPath
vps::aws hardware healthy .env.example

LabelLayerStatusPath
auth::.env.example security healthy .env.example
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