hacksider/Deep-Live-Cam

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.

60 of your 78 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

https://github.com/hacksider/Deep-Live-Cam · scanned 2026-06-05 06:52 UTC (6 days, 1 hour ago) · 10 languages

206 raw signals (74 security + 132 graph) 11/13 scanners ran 45th percentile · Python · small (2-20K LoC) System graph score 95 (lower by 30)

File as issue Image

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 6 days, 1 hour ago · v2 · 68 actionable findings from 2 signal sources. 72 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON

88.9% cov · 48 findings

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	75.0	0.15	11.25
`security_score`	100.0	0.25	25.00
`testing_score`	17.0	0.20	3.40
`documentation_score`	76.0	0.15	11.40
`practices_score`	60.0	0.15	9.00
`code_quality`	49.0	0.10	4.90
Overall		1.00	65.0

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 0 High 6 Medium 5 Low 43 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 20 System graph 48 Crowd 0 Layer: Quality 35 Security 4 Cicd 2 Software 25 Api 1 Frontend 1

Exclude dismissed / FP Exclude test files

Bug-class explainers. Each card groups findings of the same shape — these are the patterns most likely to ship to prod and reappear in future scans unless you systematically fix the cause, not just the instance.

Duplicates & near-duplicates 2 findings

What it is: Same function copy-pasted into multiple modules with minor variations.

Why it matters: Each copy drifts independently — bug fixes apply to one, miss the others.

How AI causes it: AI completes the same pattern in each file rather than refactoring to a shared helper.

Fix approach: Extract the duplicated logic into the most general module both call sites already import. Add tests at the helper level.

2 matching findings on this repo

low Near-duplicate function bodies in 2 places repo-level
low Near-duplicate function bodies in 3 places

View all duplicates & near-duplicates findings →

Commented-out code 5 findings

What it is: Lines of source that were intentionally disabled but never deleted.

Why it matters: Git already remembers history — commented code rots, becomes wrong, and adds noise to diffs.

How AI causes it: AI sometimes comments out broken code instead of fixing it. Reviewers approve out of inertia.

Fix approach: Delete. Trust `git log`. If you really need to remember, save it in a notes file under `docs/`.

5 matching findings on this repo

info Commented-code block (5 lines) in run.py:34
info Commented-code block (6 lines) in modules/video_capture.py:40
info Commented-code block (6 lines) in modules/gpu_processing.py:31
info Commented-code block (5 lines) in modules/processors/frame/face_swapper.py:319
info Commented-code block (6 lines) in modules/processors/frame/core.py:358

View all commented-out code findings →

Config drift 1 finding

What it is: Settings duplicated across env files, Docker compose, K8s, and code defaults, all with slightly different values.

Why it matters: Production behaviour depends on whichever copy your loader reads first. Subtle bugs in staging that don't reproduce in dev.

How AI causes it: AI writes new config from memory rather than reading the existing source.

Fix approach: Pick one source of truth (env vars + a settings module). Have every other place import from there. Lint for duplicates in CI.

1 matching finding on this repo

low [COMP001] High cognitive complexity: Function `build_provider_config` has cogni… modules/processors/frame/_onnx_enhancer.py:24

View all config drift findings →

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/932f47e2-2b6a-481c-8560-d9bd8e94e34f/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/932f47e2-2b6a-481c-8560-d9bd8e94e34f/

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.