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Scan timing: clone 4.19s · analysis 8.43s · 43.6 MB · GitHub preflight 481ms

teng-lin/notebooklm-py

https://github.com/teng-lin/notebooklm-py.git · scanned 2026-05-21 12:05 UTC (2 weeks ago) · 10 languages

675 findings (165 legacy + 510 scanner) 11/13 scanners ran 96th percentile · Python · large (100-500K LoC) Scanner says 88 (higher by 5)

File as issue Image v2 schema
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 weeks ago · v2 · 420 findings from 2 sources. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
92.6
/100
Repobility
98
165 legacy
9-layer
88
100.0% cov · 255 gaps
Critical
4
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 100.0 0.15 15.00
security_score 100.0 0.25 25.00
testing_score 100.0 0.20 20.00
documentation_score 100.0 0.15 15.00
practices_score 89.0 0.15 13.35
code_quality 45.0 0.10 4.50
Overall 1.00 92.8
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 4 High 129 Medium 19 Low 91 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 165 9-layer 255 Crowd 0 Layer: Quality 347 Security 5 Software 41 Api 1 Network 2 Frontend 1 Cicd 23

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

#1
Insecure pattern 'subprocess_shell_true' in src/notebooklm/_auth/refresh.py:342
GapSeverity.MEDIUM Layer.SECURITY score 0.248
Why: medium severity · OWASP-class risk
src/notebooklm/_auth/refresh.py:342
#2
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/codeql.yml:24
#3
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/codeql.yml:38
#4
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/test.yml:30
#5
GitHub Action is tag-pinned rather than SHA-pinned
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/test.yml:110
#6
GitHub Actions workflow grants broad write permissions
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/testpypi-publish.yml
#7
GitHub Actions workflow grants broad write permissions
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/claude.yml
#8
GitHub Actions workflow grants broad write permissions
GapSeverity.MEDIUM Layer.CICD score 0.225
Why: medium severity
.github/workflows/publish.yml
#9
Network/subprocess call without timeout or try/except — src/notebooklm/cli/note.py:398
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 src/notebooklm/cli/note.py:398 to prevent hung calls.
#10
Network/subprocess call without timeout or try/except — src/notebooklm/cli/session.py:286
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 src/notebooklm/cli/session.py:286 to prevent hung calls.

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