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.

SergeiMeza/stereo3d_modal

https://github.com/SergeiMeza/stereo3d_modal · scanned 2026-06-16 00:07 UTC (2 months, 2 weeks ago)

53 raw signals (0 security + 53 graph)

File as issue Image

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 47 actionable findings from 1 signal source. 6 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 · 47 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 8 Low 24 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 47 Crowd 0 Layer: Software 4 Frontend 1 Security 1 Cicd 1 Quality 31 Api 9

Exclude dismissed / FP Exclude test files

Corpus Intelligence Cross-corpus context (cohort percentile, top patterns, fix plan) is shown only on repositories you own. Sign up and connect your repo to view it.

Scan summary Repository scanned at 84.4/100 with 88.9% coverage. It contains 350 nodes across 10 cross-layer flows, written primarily in mixed languages. Engine surfaced 53 findings — concentrated in quality (37), api (9), software (4). Risk profile is low: 0 critical, 0 high, 8 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 32 of 47 actionable findings. 53 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — app/common/ffmpeg_utils.py:13

`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.

runtime safetyRobustness

medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — app/common/weights.py:34

`urllib.request.urlopen(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.

runtime safetyRobustness

medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — app/stages/media.py:32

runtime safetyRobustness

medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — app/stages/mvhevc.py:125

runtime safetyRobustness

medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/make_samples.py:70

runtime safetyRobustness

medium System graph security Coverage conf 1.00 No auth library detected

The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.

auth

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

medium System graph quality Tests conf 1.00 Very low test-to-source ratio

3 test file(s) for 43 source file(s) (ratio 0.07). Consider adding integration or unit tests for critical paths.

Coverage

low System graph quality Production readiness conf 1.00 Composite production-readiness gap

Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.

Repo hardeningGenerated repo pattern

low System graph quality Debug conf 1.00 Debug logging residue appears in source files

Found 19 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 6 occurrences Near-duplicate function bodies in 2 places

Functions with the same first-5-line body hash: app/api/main.py:spawn, app/api/main.py:spawn This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.

6 occurrences

repo-level (6 hits)

duplicatesduplication

low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 3 places

Functions with the same first-5-line body hash: app/stages/video_depth_models.py:flush, app/stages/video_depth_models.py:flush, app/stages/video_depth.py:flush This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document…

2 occurrences

repo-level (2 hits)

duplicatesduplication

low System graph quality License conf 1.00 No license file detected

No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.

Repo hardeningGenerated repo pattern

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `depth_splatting_v1` in app/stages/splat.py:3

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 quality Integrity conf 1.00 Old/deprecated-named symbol `ensure_depth_anything_v2` in app/common/weights.py:63

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 quality Integrity conf 1.00 Old/deprecated-named symbol `ensure_depth_anything_v2` in app/stages/image_stereo.py:45

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 quality Integrity conf 1.00 Old/deprecated-named symbol `video_depth_model_v2` in app/stages/depth_processor.py:4

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: crop_area

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

app/stages/media.py:94

low System graph software Dead code conf 1.00 Possibly dead Python function: ensure_migan

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

app/common/weights.py:168

low System graph software Dead code conf 1.00 Possibly dead Python function: process

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

app/common/debug.py:41

low System graph software Dead code conf 1.00 Possibly dead Python function: worker

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

app/stages/depth_processor.py:162

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

low System graph api Wiring conf 1.00 Unused endpoint: DELETE /v1/jobs/{job_id}

`app/api/main.py` declares `DELETE /v1/jobs/{job_id}` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.

Unused endpoint

low System graph api Wiring conf 1.00 Unused endpoint: GET /v1/jobs/{job_id}

`app/api/main.py` declares `GET /v1/jobs/{job_id}` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.

Unused endpoint

low System graph api Wiring conf 1.00 Unused endpoint: POST /v1/images

`app/api/main.py` declares `POST /v1/images` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.

Unused endpoint

low System graph api Wiring conf 1.00 Unused endpoint: POST /v1/stages/crop-detect

`app/api/main.py` declares `POST /v1/stages/crop-detect` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.

Unused endpoint

low System graph api Wiring conf 1.00 Unused endpoint: POST /v1/stages/encode-mvhevc

`app/api/main.py` declares `POST /v1/stages/encode-mvhevc` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.

Unused endpoint

low System graph api Wiring conf 1.00 Unused endpoint: POST /v1/stages/scene-detect

`app/api/main.py` declares `POST /v1/stages/scene-detect` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.

Unused endpoint

low System graph api Wiring conf 1.00 Unused endpoint: POST /v1/stages/video-depth

`app/api/main.py` declares `POST /v1/stages/video-depth` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.

Unused endpoint

low System graph api Wiring conf 1.00 Unused endpoint: POST /v1/stages/video-stereo

`app/api/main.py` declares `POST /v1/stages/video-stereo` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.

Unused endpoint

low System graph api Wiring conf 1.00 Unused endpoint: POST /v1/videos

`app/api/main.py` declares `POST /v1/videos` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.

Unused endpoint

low System graph quality Complexity conf 1.00 Very large file: app/stages/video_depth_models.py (1569 lines)

Files with >800 lines often hide complexity hotspots and discourage tests.

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/05b9171b-f442-4443-845f-cbfc2903805f/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/05b9171b-f442-4443-845f-cbfc2903805f/

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.