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xocialize/scail-2-mlx

https://github.com/xocialize/scail-2-mlx · scanned 2026-06-16 01:03 UTC (2 months, 1 week ago)

15 raw signals (0 security + 15 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 15 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
97.4
/100
Security checks
97
0 findings
System graph
97
55.6% cov · 15 findings
Critical
0
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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 1 Low 9 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 15 Crowd 0 Layer: Software 6 Frontend 1 Cicd 1 Quality 7
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Scan summary Repository scanned at 97.4/100 with 55.6% coverage. It contains 171 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 15 findings — concentrated in quality (7), software (6), frontend (1). Risk profile is low: 0 critical, 0 high, 1 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 10 of 15 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 cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 15 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 Integrity conf 1.00 Old/deprecated-named symbol `rendered_v2` in scripts/generate.py:9
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: apply_rope_scail
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scail2_mlx/modules/model_scail2.py:755
low System graph software Dead code conf 1.00 Possibly dead Python function: blocks_linear_predicate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scail2_mlx/utils/quant.py:13
low System graph software Dead code conf 1.00 Possibly dead Python function: convert_clip
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
recipes/convert_scail2.py:99
low System graph software Dead code conf 1.00 Possibly dead Python function: convert_dit
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
recipes/convert_scail2.py:50
low System graph software Dead code conf 1.00 Possibly dead Python function: convert_umt5
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
recipes/convert_scail2.py:85
low System graph software Dead code conf 1.00 Possibly dead Python function: convert_vae
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
recipes/convert_scail2.py:74
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
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