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Luce-Org/lucebox-hub

https://github.com/Luce-Org/lucebox-hub · scanned 2026-06-05 17:25 UTC (4 days, 22 hours ago) · 10 languages

278 raw signals (154 security + 124 graph) 55th percentile · Cpp · medium (20-100K LoC) System graph score 82 (lower by 16)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 22 hours ago · v2 · 108 actionable findings from 2 signal sources. 108 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
73.1
/100
Security checks
64
59 findings
System graph
82
88.9% cov · 49 findings
Critical
1
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 66.9 0.25 16.73
testing_score 62.0 0.20 12.40
documentation_score 100.0 0.15 15.00
practices_score 67.0 0.15 10.05
code_quality 27.0 0.10 2.70
Overall 1.00 65.9
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 1 High 7 Medium 13 Low 39 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 59 System graph 49 Crowd 0 Layer: Software 32 Security 7 Quality 63 Cicd 4 Api 1 Frontend 1

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

#1
Insecure pattern 'eval_used' in optimizations/megakernel/final_bench.py:118
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
optimizations/megakernel/final_bench.py:118
#2
Insecure pattern 'eval_used' in optimizations/megakernel/final_bench_nvfp4.py:249
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
optimizations/megakernel/final_bench_nvfp4.py:249
#3
Insecure pattern 'eval_used' in server/scripts/parity_laguna.py:111
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
server/scripts/parity_laguna.py:111
#4
No auth library detected
GapSeverity.MEDIUM Layer.SECURITY score 0.338
Why: medium severity
#5
Network/subprocess call without timeout or try/except — optimizations/megakernel/bench_pp_tg_nvfp4.py:350
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity · crashes are likely without this
Fix: Add a `timeout=N` argument and wrap in `try/except` in optimizations/megakernel/bench_pp_tg_nvfp4.py:350 to prevent hung calls.
#6
Network/subprocess call without timeout or try/except — optimizations/megakernel/build_corpus.py:145
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity · crashes are likely without this
Fix: Add a `timeout=N` argument and wrap in `try/except` in optimizations/megakernel/build_corpus.py:145 to prevent hung calls.
#7
Network/subprocess call without timeout or try/except — server/scripts/quality_humaneval_plus.py:128
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity · crashes are likely without this
Fix: Add a `timeout=N` argument and wrap in `try/except` in server/scripts/quality_humaneval_plus.py:128 to prevent hung calls.
#8
Network/subprocess call without timeout or try/except — server/scripts/phase_split_dual_gpu.py:424
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity · crashes are likely without this
Fix: Add a `timeout=N` argument and wrap in `try/except` in server/scripts/phase_split_dual_gpu.py:424 to prevent hung calls.
#9
Network/subprocess call without timeout or try/except — server/scripts/run.py:203
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity · crashes are likely without this
Fix: Add a `timeout=N` argument and wrap in `try/except` in server/scripts/run.py:203 to prevent hung calls.
#10
Network/subprocess call without timeout or try/except — harness/client_test_runner.py:323
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity · crashes are likely without this
Fix: Add a `timeout=N` argument and wrap in `try/except` in harness/client_test_runner.py:323 to prevent hung calls.

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