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NVIDIA-AI-Blueprints/video-search-and-summarization

https://github.com/NVIDIA-AI-Blueprints/video-search-and-summarization.git · scanned 2026-05-15 23:13 UTC (4 weeks ago) · 10 languages

301 raw signals (107 security + 194 graph) 20th percentile · Python · large (100-500K LoC) System graph score 54 (higher by 11)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 weeks ago · v1 · 21 actionable findings from 1 signal source. 68 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
53.1
/100
Security checks
52
21 findings
System graph
54
100.0% cov · 0 findings
Critical
3
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-17-v4 calibration-aware
Component Sub-score Weight Contribution
structure_score 40.0 0.15 6.00
security_score 51.3 0.25 12.82
testing_score 95.0 0.20 19.00
documentation_score 90.0 0.15 13.50
practices_score 55.0 0.15 8.25
code_quality 57.8 0.10 5.78
Overall 1.00 65.3
Calibrated penalty buckets (security_score): agent: 2.3 · authz: 1.2 · docker: 112.8 · threat: 20.3
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 3 High 7 Medium 5 Low 3 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 21 System graph 0 Crowd 0 Layer: Security 4 Cicd 11 Quality 6
Scan summary Quality grade B- (65/100). Dimensions: security 51, maintainability 40. 107 findings (3 security). 104,406 lines analyzed.

Showing 18 of 21 actionable findings. 89 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.

critical Security checks cicd CI/CD security conf 0.96 Compose service contains a literal secret environment value
Literal secrets in Compose files are committed to source and exposed through container inspection.
deployments/lvs/compose.yml:16 CI/CD securitycontainers
critical Security checks cicd CI/CD security conf 0.96 Compose service contains a literal secret environment value
Literal secrets in Compose files are committed to source and exposed through container inspection.
agent/app/video_search_frag/docker-compose.yml:15 CI/CD securitycontainers
critical Security checks cicd CI/CD security conf 0.98 Compose service mounts the Docker socket
The Docker socket gives the container control over the Docker host and is commonly equivalent to host root access.
deployments/developer-workflow/dev-profile-alerts/compose.yml:55 CI/CD securitycontainers
high Security checks cicd CI/CD security conf 0.92 8 occurrences Compose service explicitly runs as root
A root container process increases impact if the service is compromised.
5 files, 8 locations
deployments/vst/developer/vst/docker-compose.yaml:19, 57, 85, 116 (4 hits)
deployments/developer-workflow/dev-profile-alerts/compose.yml:30
deployments/developer-workflow/dev-profile-search/video-analytics-2d-app/compose.yml:30
deployments/nim/gpt-oss-20b/compose.yml:16
deployments/nim/nemotron-3-nano/compose.yml:16
CI/CD securitycontainers
high Security checks cicd CI/CD security conf 0.90 19 occurrences Compose service uses host networking
Sharing host namespaces reduces isolation and can expose host processes, networking, or IPC resources.
9 files, 19 locations
deployments/developer-workflow/dev-profile-alerts/compose.yml:17, 30, 55, 148, 179, 185 (6 hits)
deployments/vst/developer/vst/docker-compose.yaml:19, 57, 85, 116 (4 hits)
deployments/developer-workflow/dev-profile-search/video-analytics-2d-app/compose.yml:17, 30, 122 (3 hits)
agent/app/video_search_frag/docker-compose.yml:15
deployments/developer-workflow/dev-profile-lvs/compose.yml:16
deployments/developer-workflow/dev-profile-search/compose.yml:18
deployments/lvs/compose.yml:16
deployments/proxy/compose.yml:16
CI/CD securitycontainers
medium Security checks security auth conf 0.92 [AUC001] No Repobility access matrix policy found: The repository uses web/API frameworks but does not define .repobility/access.yml or equivalent authorization documentation.
The repository uses web/API frameworks but does not define .repobility/access.yml or equivalent authorization documentation.
medium Security checks quality Practices conf 1.00 [CFG006] Missing .gitignore: No .gitignore file. Risk of committing secrets and build artifacts.
Add a .gitignore appropriate for your language/framework.
low Security checks quality Error handling conf 1.00 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG level.
Log the error: `except Exception: logger.debug('cleanup failed', exc_info=True)`. Or handle specific exception types.
agent/src/vss_agents/tools/embed_search.py:498
low Security checks quality Error handling conf 1.00 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG level.
Log the error: `except Exception: logger.debug('cleanup failed', exc_info=True)`. Or handle specific exception types.
agent/docker/verify_ffmpeg_tarball.py:110
high Security checks quality Quality conf 0.72 Agent control bridge may listen on a network interface without visible auth
Agent, MCP, sidecar, and command bridge servers often start as local helpers. Binding them to 0.0.0.0 or a default all-interface listener without an authorization guard can expose tool execution or session data to the LAN.
deployments/vst/developer/vst/sdr-streamprocessing/envoy.yaml:12
medium Security checks cicd CI/CD security conf 0.94 Compose service `vss-agent` image uses the latest tag
The latest tag is mutable and can change without a code review, producing different images from the same source.
agent/app/video_search_frag/docker-compose.yml:15 CI/CD securitycontainers
medium Security checks cicd CI/CD security conf 0.90 Docker build context has no .dockerignore
Without .dockerignore, build context can include source history, local env files, dependencies, and generated artifacts.
.dockerignore CI/CD securitycontainers
high Security checks cicd CI/CD security conf 0.82 Docker final stage has no non-root USER
Docker images run as root unless the image or Dockerfile switches to a non-root user.
agent/app/video_search_frag/Dockerfile:40 CI/CD securitycontainers
low Security checks quality Quality conf 0.60 12 occurrences Duplicated implementation block across source files
Duplicate implementation blocks are maintenance debt. Keep them visible, but they are not a high-severity defect unless the duplicated logic is security-sensitive or drifting.
9 files, 12 locations
.github/skill-eval/adapters/video-summarization/generate.py:34, 42 (2 hits)
.github/skill-eval/adapters/vios/generate.py:42, 125 (2 hits)
agent/src/vss_agents/tools/video_skim_caption.py:20, 25 (2 hits)
.github/skill-eval/adapters/video-search/generate.py:36
.github/skill-eval/adapters/video-understanding/generate.py:28
agent/src/vss_agents/api/video_delete.py:51
agent/src/vss_agents/tools/lvs_video_understanding.py:1
agent/src/vss_agents/tools/video_detailed_caption.py:24
duplicationquality
medium Security checks quality Quality conf 0.78 React interval is created without an explicit cleanup
Intervals created in React hooks or components should be cleared on unmount. Missing cleanup can keep stale callbacks alive after recording, polling, or overlay components close.
ui/packages/nv-metropolis-bp-vss-ui/alerts/lib-src/AlertsComponent.tsx:210
high Security checks cicd CI/CD security conf 0.56 7 occurrences Compose service does not declare a runtime user
If the image does not define USER internally, this service may run as root.
6 files, 7 locations
deployments/developer-workflow/dev-profile-alerts/compose.yml:148, 185 (2 hits)
agent/app/video_search_frag/docker-compose.yml:15
deployments/agents/agent_ui/compose.yml:17
deployments/developer-workflow/dev-profile-lvs/compose.yml:16
deployments/developer-workflow/dev-profile-search/compose.yml:18
deployments/developer-workflow/dev-profile-search/video-analytics-2d-app/compose.yml:122
CI/CD securitycontainers
high Security checks cicd CI/CD security conf 0.62 23 occurrences Compose service lacks no-new-privileges hardening
no-new-privileges prevents processes from gaining additional privileges through setuid binaries or file capabilities.
12 files, 21 locations
deployments/developer-workflow/dev-profile-alerts/compose.yml:148, 185 (2 hits)
deployments/nim/cosmos-reason1-7b/compose.yml:16, 58 (2 hits)
deployments/nim/cosmos-reason2-8b/compose.yml:16, 56 (2 hits)
deployments/nim/gpt-oss-20b/compose.yml:26, 62 (2 hits)
deployments/nim/llama-3.3-nemotron-super-49b-v1.5/compose.yml:16, 48 (2 hits)
deployments/nim/nemotron-3-nano/compose.yml:27, 63 (2 hits)
deployments/nim/nvidia-nemotron-nano-9b-v2-fp8/compose.yml:31, 90 (2 hits)
deployments/nim/nvidia-nemotron-nano-9b-v2/compose.yml:16, 49 (2 hits)
CI/CD securitycontainers
high Security checks cicd CI/CD security conf 0.72 Dockerfile keeps pip download cache
Pip's package cache increases image size and can preserve unnecessary artifacts.
agent/app/video_search_frag/Dockerfile:27 CI/CD securitycontainers
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