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evandugas/TML4-Pipeline

https://github.com/evandugas/TML4-Pipeline · scanned 2026-06-16 04:22 UTC (2 months ago)

12 raw signals (0 security + 12 graph)

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Complete repo analysis

Last scanned 2 months ago · v1 · 12 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
54.2
/100
Security checks
54
0 findings
System graph
54
22.2% cov · 12 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 2 Low 10 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 12 Crowd 0 Layer: Software 8 Quality 4
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Scan summary Repository scanned at 54.2/100 with 22.2% coverage. It contains 32 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 12 findings — concentrated in software (8), quality (4). Risk profile is low: 0 critical, 0 high, 2 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 12 of 12 actionable findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

medium System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 10 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 6 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph quality License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph software Dead code conf 1.00 Possibly dead Python function: gradient_boosting
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
m4_ml.py:32
low System graph software Dead code conf 1.00 Possibly dead Python function: identity
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
m3_feature_map.py:28
low System graph software Dead code conf 1.00 Possibly dead Python function: identity
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
m2_preprocess.py:24
low System graph software Dead code conf 1.00 Possibly dead Python function: pca
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
m3_feature_map.py:33
low System graph software Dead code conf 1.00 Possibly dead Python function: random_forest
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
m4_ml.py:23
low System graph software Dead code conf 1.00 Possibly dead Python function: standardize
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
m2_preprocess.py:29
low System graph software Dead code conf 1.00 Possibly dead Python function: svm_rbf
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
m4_ml.py:27
low System graph software Dead code conf 1.00 Possibly dead Python function: to_pdf
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
m6_report.py:44
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