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OpenSenseNova/SenseNova-Skills

https://github.com/OpenSenseNova/SenseNova-Skills · scanned 2026-06-05 02:04 UTC (4 days, 21 hours ago) · 10 languages

307 raw signals (76 security + 231 graph) 11/13 scanners ran 66th percentile · Python · small (2-20K LoC) System graph score 89 (lower by 13)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 21 hours ago · v6 · last Δ +0.1 (diff) · 36 actionable findings from 2 signal sources. 81 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
83.2
/100
Security checks
77
20 findings
System graph
89
77.8% cov · 16 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 55.0 0.15 8.25
security_score 100.0 0.25 25.00
testing_score 70.0 0.20 14.00
documentation_score 84.0 0.15 12.60
practices_score 70.0 0.15 10.50
code_quality 60.0 0.10 6.00
Overall 1.00 76.3
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 1 High 2 Medium 4 Low 12 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 20 System graph 16 Crowd 0 Layer: Quality 24 Software 8 Cicd 1 Api 1 Frontend 1 Security 1

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

#1
No auth library detected
GapSeverity.MEDIUM Layer.SECURITY score 0.338
Why: medium severity
#2
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/pr_check.yml:25
#3
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/pr_check.yml:52
#4
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/pr_check.yml:72
#5
Very low test-to-source ratio
GapSeverity.MEDIUM Layer.QUALITY score 0.225
Why: medium severity
#6
Possibly dead Python function: run_search
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in skills/sn-search-academic/scripts/search_utils.py:130; if framework-registered, add a docstring.
skills/sn-search-academic/scripts/search_utils.py:130
#7
Possibly dead Python function: run_search
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in skills/sn-search-code/scripts/search_utils.py:130; if framework-registered, add a docstring.
skills/sn-search-code/scripts/search_utils.py:130
#8
Possibly dead Python function: reload_env
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in skills/sn-image-base/scripts/sn_image_base/configs.py:302; if framework-registered, add a docstring.
skills/sn-image-base/scripts/sn_image_base/configs.py:302
#9
Possibly dead Python function: detect_suffix
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in skills/sn-image-base/scripts/sn_image_base/vlm/utils.py:48; if framework-registered, add a docstring.
skills/sn-image-base/scripts/sn_image_base/vlm/utils.py:48
#10
Possibly dead Python function: mask_secret
GapSeverity.LOW Layer.SOFTWARE score 0.140
Why: low severity · clean removal is a safe PR
Fix: If genuinely unused, remove the function in skills/sn-image-base/scripts/sn_image_base/vlm/utils.py:109; if framework-registered, add a docstring.
skills/sn-image-base/scripts/sn_image_base/vlm/utils.py:109

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