Pixelle-Video — Repobility public scan

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Pixelle-Video

https://github.com/AIDC-AI/Pixelle-Video.git · scanned 2026-05-17 02:45 UTC (13 hours, 35 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, 35 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.

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100.0% cov · 167 gaps

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Severity distribution — click a segment to filter

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Top 10 actions, ranked by impact × ease. Severity drives impact; tag-based fix-clarity drives ease.

#1

FastAPI POST `render_frame` without auth dependency — api/routers/frame.py:28

GapSeverity.HIGH Layer.SECURITY score 0.537

Why: high severity · OWASP-class risk

Fix: Add `user = Depends(get_current_user)` to the function signature in api/routers/frame.py:28.

api/routers/frame.py:28

#2

FastAPI POST `llm_chat` without auth dependency — api/routers/llm.py:26

GapSeverity.HIGH Layer.SECURITY score 0.537

Why: high severity · OWASP-class risk

Fix: Add `user = Depends(get_current_user)` to the function signature in api/routers/llm.py:26.

api/routers/llm.py:26

#3

FastAPI DELETE `cancel_task` without auth dependency — api/routers/tasks.py:78

GapSeverity.HIGH Layer.SECURITY score 0.537

Why: high severity · OWASP-class risk

Fix: Add `user = Depends(get_current_user)` to the function signature in api/routers/tasks.py:78.

api/routers/tasks.py:78

#4

FastAPI POST `generate_video_sync` without auth dependency — api/routers/video.py:88

GapSeverity.HIGH Layer.SECURITY score 0.537

Why: high severity · OWASP-class risk

Fix: Add `user = Depends(get_current_user)` to the function signature in api/routers/video.py:88.

api/routers/video.py:88

#5

FastAPI POST `generate_video_async` without auth dependency — api/routers/video.py:178

GapSeverity.HIGH Layer.SECURITY score 0.537

Why: high severity · OWASP-class risk

Fix: Add `user = Depends(get_current_user)` to the function signature in api/routers/video.py:178.

api/routers/video.py:178

#6

FastAPI POST `image_generate` without auth dependency — api/routers/image.py:26

GapSeverity.HIGH Layer.SECURITY score 0.537

Why: high severity · OWASP-class risk

Fix: Add `user = Depends(get_current_user)` to the function signature in api/routers/image.py:26.

api/routers/image.py:26

#7

FastAPI POST `generate_narration` without auth dependency — api/routers/content.py:40

GapSeverity.HIGH Layer.SECURITY score 0.537

Why: high severity · OWASP-class risk

Fix: Add `user = Depends(get_current_user)` to the function signature in api/routers/content.py:40.

api/routers/content.py:40

#8

FastAPI POST `generate_image_prompt` without auth dependency — api/routers/content.py:78

GapSeverity.HIGH Layer.SECURITY score 0.537

Why: high severity · OWASP-class risk

Fix: Add `user = Depends(get_current_user)` to the function signature in api/routers/content.py:78.

api/routers/content.py:78

#9

FastAPI POST `generate_title_endpoint` without auth dependency — api/routers/content.py:114

GapSeverity.HIGH Layer.SECURITY score 0.537

Why: high severity · OWASP-class risk

Fix: Add `user = Depends(get_current_user)` to the function signature in api/routers/content.py:114.

api/routers/content.py:114

#10

FastAPI POST `tts_synthesize` without auth dependency — api/routers/tts.py:27

GapSeverity.HIGH Layer.SECURITY score 0.537

Why: high severity · OWASP-class risk

Fix: Add `user = Depends(get_current_user)` to the function signature in api/routers/tts.py:27.

api/routers/tts.py:27

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{# ── 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. #}

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