teng-lin/notebooklm-py

Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.

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

https://github.com/teng-lin/notebooklm-py.git · scanned 2026-05-21 12:05 UTC (2 weeks, 1 day ago) · 10 languages

675 findings (165 legacy + 510 scanner) 11/13 scanners ran 97th percentile · Python · large (100-500K LoC) Scanner says 88 (higher by 5)

File as issue Image

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 weeks, 1 day 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

100.0% cov · 255 gaps

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: layer: api × 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

Exclude dismissed / FP Exclude test files

Scan summary Repository scanned at 87.6/100 with 100.0% coverage. It contains 9045 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 255 findings — concentrated in quality (216), cicd (23), software (11). Risk profile is low: 0 critical, 0 high, 13 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 0 of 420 findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

No findings match the active filters. Reset →

For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.

For AI agents + API integrations

Email me when this repo regresses

Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.

API access

This page is publicly accessible at: https://repobility.com/scan/75c7c183-8ca9-4413-9906-2ac2428ad799/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/75c7c183-8ca9-4413-9906-2ac2428ad799/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.