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Pixelle-Video

https://github.com/AIDC-AI/Pixelle-Video.git · scanned 2026-05-17 02:45 UTC (13 hours, 34 minutes ago) · 10 languages

216 findings (49 legacy + 167 scanner) 56th percentile · Python · medium (20-100K LoC) Scanner says 72 (lower by 18)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 13 hours, 34 minutes ago · v1 · 216 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
67.1
/100
Repobility
62
49 legacy
9-layer
72
100.0% cov · 167 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: layer: cicd × excluding tests × Reset all
Severity: Critical 0 High 21 Medium 26 Low 76 Source: Legacy 49 9-layer 167 Crowd 0 Layer: Software 30 Security 24 Quality 125 Cicd 14 Hardware 3 Frontend 1 Api 19
Scan summary Repository scanned at 72.4/100 with 100.0% coverage. It contains 776 nodes across 21 cross-layer flows, written primarily in mixed languages. Engine surfaced 167 findings — concentrated in quality (107), software (21), api (19). Risk profile is high: 0 critical, 10 high, 8 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 14 of 216 findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high Legacy cicd docker conf 0.92 Dockerfile pipes a remote script into a shell
Piping downloaded code directly into a shell bypasses checksum verification and makes builds dependent on mutable remote content.
Dockerfile:33 dockerlegacy
medium Legacy cicd docker conf 0.94 Compose service `init` image uses the latest tag
The latest tag is mutable and can change without a code review, producing different images from the same source.
docker-compose.yml:14 dockerlegacy
medium Legacy cicd docker 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.
Dockerfile:4 dockerlegacy
medium 9-layer cicd supply-chain conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/docs.yml supply-chaingithub-actionsleast-privilege
low Legacy cicd docker conf 0.72 .dockerignore misses sensitive defaults
.dockerignore exists but does not cover common secret or VCS patterns.
.dockerignore dockerlegacy
low Legacy cicd docker conf 0.56 Compose service does not declare a runtime user
If the image does not define USER internally, this service may run as root.
docker-compose.yml:76 dockerlegacy
low Legacy cicd docker conf 0.56 Compose service does not declare a runtime user
If the image does not define USER internally, this service may run as root.
docker-compose.yml:35 dockerlegacy
high Legacy cicd docker conf 0.62 Compose service lacks no-new-privileges hardening
no-new-privileges prevents processes from gaining additional privileges through setuid binaries or file capabilities.
docker-compose.yml:76 dockerlegacy
high Legacy cicd docker conf 0.62 Compose service lacks no-new-privileges hardening
no-new-privileges prevents processes from gaining additional privileges through setuid binaries or file capabilities.
docker-compose.yml:35 dockerlegacy
low Legacy cicd docker conf 0.72 Dockerfile installs recommended OS packages
Installing recommended packages often pulls in unnecessary runtime surface area.
Dockerfile:24 dockerlegacy
low Legacy cicd docker conf 0.72 Dockerfile keeps pip download cache
Pip's package cache increases image size and can preserve unnecessary artifacts.
Dockerfile:48 dockerlegacy
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/docs.yml:21 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/setup-python@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/docs.yml:26 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/cache@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/docs.yml:31 supply-chaingithub-actionspinned-dependencies
{# ── 2026-05-17 Round 14: AI-agent bridge footer ────────────────────── Discoverability: the /agents/voting/ guide + MCP manifest exist but aren't linked from anywhere users actually land. Small, opt-in footer. #}
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
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