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shiyu-coder/Kronos

https://github.com/shiyu-coder/Kronos.git · scanned 2026-05-24 01:24 UTC (2 weeks, 6 days ago) · 10 languages

178 raw signals (72 security + 106 graph) 43rd percentile · Python · small (2-20K LoC) System graph score 82 (lower by 17)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 weeks, 6 days ago · v2 · 56 actionable findings from 2 signal sources. 69 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
77.3
/100
Security checks
73
20 findings
System graph
82
88.9% cov · 36 findings
Critical
2
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 55.0 0.15 8.25
security_score 98.0 0.25 24.50
testing_score 47.0 0.20 9.40
documentation_score 78.0 0.15 11.70
practices_score 42.0 0.15 6.30
code_quality 45.4 0.10 4.54
Overall 1.00 64.7
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 2 High 9 Medium 6 Low 28 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 20 System graph 36 Crowd 0 Layer: Quality 24 Security 12 Software 11 Frontend 1 Cicd 1 Api 7

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

#1
Flask mutation route `load_data` without `@login_required` — webui/app.py:341
GapSeverity.HIGH Layer.SECURITY score 0.525
Why: high severity · OWASP-class risk
Fix: Add `@login_required` decorator above the route function in webui/app.py:341.
webui/app.py:341
#2
Flask mutation route `predict` without `@login_required` — webui/app.py:404
GapSeverity.HIGH Layer.SECURITY score 0.525
Why: high severity · OWASP-class risk
Fix: Add `@login_required` decorator above the route function in webui/app.py:404.
webui/app.py:404
#3
Flask mutation route `load_model` without `@login_required` — webui/app.py:626
GapSeverity.HIGH Layer.SECURITY score 0.525
Why: high severity · OWASP-class risk
Fix: Add `@login_required` decorator above the route function in webui/app.py:626.
webui/app.py:626
#4
Insecure pattern 'eval_used' in finetune_csv/finetune_base_model.py:313
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
finetune_csv/finetune_base_model.py:313
#5
Insecure pattern 'eval_used' in finetune_csv/finetune_tokenizer.py:236
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
finetune_csv/finetune_tokenizer.py:236
#6
Insecure pattern 'eval_used' in finetune/train_predictor.py:135
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
finetune/train_predictor.py:135
#7
Insecure pattern 'eval_used' in finetune/train_tokenizer.py:174
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
finetune/train_tokenizer.py:174
#8
No auth library detected
GapSeverity.MEDIUM Layer.SECURITY score 0.338
Why: medium severity
#9
No CI/CD pipelines detected
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
#10
Possibly dead Python function: update_config
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in finetune_csv/config_loader.py:81; if framework-registered, add a docstring.
finetune_csv/config_loader.py:81

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