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Pixelle-Video

https://github.com/AIDC-AI/Pixelle-Video.git · scanned 2026-05-17 02:45 UTC (17 hours, 41 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 17 hours, 41 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
66.4
/100
Repobility
60
49 legacy
9-layer
72
100.0% cov · 167 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
{# ── 2026-05-17 R27 #5: score breakdown panel ────────────────────── Surfaces the score_breakdown JSON that's been silently stored on Repository for months. Turns hidden math into a trust signal. #}
Score breakdown â 2026-05-17-v4 calibration-aware
Component Sub-score Weight Contribution
structure_score 60.0 0.15 9.00
security_score 66.3 0.25 16.57
testing_score 0.0 0.20 0.00
documentation_score 73.7 0.15 11.05
practices_score 75.0 0.15 11.25
code_quality 70.0 0.10 7.00
Overall 1.00 54.9
Calibrated penalty buckets (security_score): web: 3.0 · agent: 4.2 · authz: 8.0 · docker: 5.9 · threat: 12.6
Severity distribution — click a segment to filter
Active filters: source: scanner × excluding tests × Reset all
Severity: Critical 0 High 19 Medium 26 Low 78 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 167 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 9-layer security auth conf 1.00 FastAPI DELETE `cancel_task` without auth dependency — api/routers/tasks.py:78
`@router.delete` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/routers/tasks.py:78 authowaspauth.fastapi.unauth_mutation
high 9-layer security auth conf 1.00 FastAPI POST `generate_image_prompt` without auth dependency — api/routers/content.py:78
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/routers/content.py:78 authowaspauth.fastapi.unauth_mutation
high 9-layer security auth conf 1.00 FastAPI POST `generate_narration` without auth dependency — api/routers/content.py:40
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/routers/content.py:40 authowaspauth.fastapi.unauth_mutation
high 9-layer security auth conf 1.00 FastAPI POST `generate_title_endpoint` without auth dependency — api/routers/content.py:114
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/routers/content.py:114 authowaspauth.fastapi.unauth_mutation
high 9-layer security auth conf 1.00 FastAPI POST `generate_video_async` without auth dependency — api/routers/video.py:178
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/routers/video.py:178 authowaspauth.fastapi.unauth_mutation
high 9-layer security auth conf 1.00 FastAPI POST `generate_video_sync` without auth dependency — api/routers/video.py:88
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/routers/video.py:88 authowaspauth.fastapi.unauth_mutation
high 9-layer security auth conf 1.00 FastAPI POST `image_generate` without auth dependency — api/routers/image.py:26
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/routers/image.py:26 authowaspauth.fastapi.unauth_mutation
high 9-layer security auth conf 1.00 FastAPI POST `llm_chat` without auth dependency — api/routers/llm.py:26
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/routers/llm.py:26 authowaspauth.fastapi.unauth_mutation
high 9-layer security auth conf 1.00 FastAPI POST `render_frame` without auth dependency — api/routers/frame.py:28
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/routers/frame.py:28 authowaspauth.fastapi.unauth_mutation
high 9-layer security auth conf 1.00 FastAPI POST `tts_synthesize` without auth dependency — api/routers/tts.py:27
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/routers/tts.py:27 authowaspauth.fastapi.unauth_mutation
medium 9-layer hardware security conf 1.00 Dockerfile runs as root: Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
securitycontainer
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
medium 9-layer security owasp conf 1.00 Insecure pattern 'cors_wildcard' in api/config.py:31
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
api/config.py:31 owaspcors_wildcard
medium 9-layer quality integrity conf 1.00 Network/subprocess call without timeout or try/except — packaging/windows/build.py:349
`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.
integrityfragile-runtimerobustness
medium 9-layer quality integrity conf 1.00 Network/subprocess call without timeout or try/except — pixelle_video/pipelines/asset_based.py:630
`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.
integrityfragile-runtimerobustness
medium 9-layer quality integrity conf 1.00 Network/subprocess call without timeout or try/except — pixelle_video/services/video.py:238
`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.
integrityfragile-runtimerobustness
medium 9-layer security coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). Either auth lives in custom code, in a separate service, or is missing.
coverageauth
medium 9-layer quality tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 100 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
testscoverage
low 9-layer hardware coverage conf 1.00 Containers defined but no K8s/orchestration manifest found
Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo.
coveragedeployment
low 9-layer hardware supply-chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: python:3.11-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
Dockerfile:3 supply-chaindockerpinned-dependencies
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
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: api/routers/video.py:generate_video_sync, api/routers/video.py:generate_video_async 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.
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: web/pipelines/action_transfer.py:list_action_transfer_workflows, web/pipelines/i2v.py:list_i2v_workflows 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 th…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: web/pipelines/action_transfer.py:generate_audio_visual_video, web/pipelines/i2v.py:generate_audio_visual_video This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document …
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: web/components/style_config.py:render_style_config, web/components/digital_tts_config.py:render_style_config This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document wh…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: pixelle_video/llm_presets.py:get_preset_names, pixelle_video/llm_presets.py:get_preset 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.
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: pixelle_video/pipelines/standard.py:frame_progress_callback, pixelle_video/pipelines/standard.py:frame_progress_callback This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: pixelle_video/utils/content_generators.py:generate_image_prompts, pixelle_video/utils/content_generators.py:generate_video_prompts This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Cons…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: pixelle_video/services/history_manager.py:get_task_list, pixelle_video/services/persistence.py:list_tasks_paginated This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or docu…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: pixelle_video/services/history_manager.py:get_statistics, pixelle_video/services/persistence.py:get_statistics This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document …
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: pixelle_video/services/history_manager.py:delete_task, pixelle_video/services/persistence.py:delete_task 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 th…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: pixelle_video/prompts/image_generation.py:build_image_prompt_prompt, pixelle_video/prompts/video_generation.py:build_video_prompt_prompt This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene)…
integrityduplicatedry
low 9-layer software dead-code conf 1.00 Possibly dead Python function: duplicate_task
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pixelle_video/services/history_manager.py:135 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: ensure_dir
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pixelle_video/utils/os_util.py:186 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: execute_video_generation
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
api/routers/video.py:211 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: export_task
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pixelle_video/services/history_manager.py:206 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: frame_progress_callback
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pixelle_video/pipelines/standard.py:376 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: generate_narrations_from_content
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pixelle_video/utils/content_generators.py:153 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: generate_video_prompts
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pixelle_video/utils/content_generators.py:372 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: generate_video_wrapper
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pixelle_video/service.py:255 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: image_prompt_progress
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pixelle_video/pipelines/standard.py:189 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: make_task_progress_callback
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
web/components/output_preview.py:304 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: regenerate_frame
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pixelle_video/services/history_manager.py:178 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: reload
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pixelle_video/config/manager.py:71 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: replacer
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pixelle_video/services/frame_html.py:290 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: report_progress
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
packaging/windows/build.py:128 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: save_bytes_to_file
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pixelle_video/utils/os_util.py:160 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: task_exists
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pixelle_video/services/persistence.py:297 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: update_overall_progress
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
web/components/output_preview.py:296 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: update_progress
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
api/tasks/manager.py:181 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: update_progress
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
web/pipelines/asset_based.py:333 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: update_progress
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
web/components/output_preview.py:94 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: update_task_status
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pixelle_video/services/persistence.py:163 dead-code
low 9-layer api wiring conf 1.00 Unused endpoint: DELETE /{task_id}
`api/routers/tasks.py` declares `DELETE /{task_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.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: GET /
`api/app.py` declares `GET /` 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.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: GET /bgm
`api/routers/resources.py` declares `GET /bgm` 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.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: GET /template/params
`api/routers/frame.py` declares `GET /template/params` 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.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: GET /templates
`api/routers/resources.py` declares `GET /templates` 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.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: GET /workflows/image
`api/routers/resources.py` declares `GET /workflows/image` 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.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: GET /workflows/media
`api/routers/resources.py` declares `GET /workflows/media` 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.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: GET /workflows/tts
`api/routers/resources.py` declares `GET /workflows/tts` 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.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: GET /{file_path:path}
`api/routers/files.py` declares `GET /{file_path:path}` 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.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: GET /{task_id}
`api/routers/tasks.py` declares `GET /{task_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.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: POST /chat
`api/routers/llm.py` declares `POST /chat` 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.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: POST /generate
`api/routers/image.py` declares `POST /generate` 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.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: POST /generate/async
`api/routers/video.py` declares `POST /generate/async` 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.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: POST /generate/sync
`api/routers/video.py` declares `POST /generate/sync` 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.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: POST /image-prompt
`api/routers/content.py` declares `POST /image-prompt` 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.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: POST /narration
`api/routers/content.py` declares `POST /narration` 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.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: POST /render
`api/routers/frame.py` declares `POST /render` 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.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: POST /synthesize
`api/routers/tts.py` declares `POST /synthesize` 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.
wiringunused-endpoint
low 9-layer api wiring conf 1.00 Unused endpoint: POST /title
`api/routers/content.py` declares `POST /title` 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.
wiringunused-endpoint
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/app.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/config.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/dependencies.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/routers/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/routers/content.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/routers/files.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/routers/frame.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/routers/health.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/routers/image.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/routers/llm.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/routers/resources.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/routers/tasks.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/routers/tts.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/routers/video.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/schemas/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/schemas/base.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/schemas/content.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/schemas/frame.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/schemas/image.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/schemas/llm.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/schemas/resources.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/schemas/tts.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/schemas/video.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/tasks/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/tasks/manager.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in api/tasks/models.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/config/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/config/loader.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/config/manager.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/config/schema.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/llm_presets.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/models/media.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/models/progress.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/models/storyboard.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/pipelines/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/pipelines/asset_based.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/pipelines/base.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/pipelines/custom.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/pipelines/linear.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/pipelines/standard.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/prompts/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/prompts/asset_script_generation.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/prompts/content_narration.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/prompts/image_generation.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/prompts/style_conversion.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/prompts/title_generation.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/prompts/topic_narration.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/prompts/video_generation.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/service.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/services/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/services/comfy_base_service.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/services/frame_html.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/services/frame_processor.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/services/history_manager.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/services/image_analysis.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/services/llm_service.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/services/media.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/services/persistence.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/services/tts_service.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/services/video.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/services/video_analysis.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/tts_voices.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/utils/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/utils/content_generators.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/utils/llm_util.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/utils/os_util.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/utils/prompt_helper.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/utils/template_util.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/utils/tts_util.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in pixelle_video/utils/workflow_util.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in web/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in web/app.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in web/components/content_input.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in web/components/digital_tts_config.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in web/components/faq.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in web/components/header.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in web/components/output_preview.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in web/components/settings.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in web/components/style_config.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in web/i18n/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in web/pages/1_🎬_Home.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in web/pages/2_📚_History.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in web/pipelines/__init__.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in web/pipelines/asset_based.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in web/pipelines/base.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in web/pipelines/standard.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in web/state/session.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in web/utils/async_helpers.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in web/utils/batch_manager.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer quality integrity conf 1.00 Commented-code block (9 lines) in web/utils/streamlit_helpers.py:3
A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest.
integritycommented-codedead-code
info 9-layer frontend coverage conf 1.00 No frontend routes/components detected
No React/Vue/Next routes were found. This is fine for backend-only repos.
coverage
{# ── 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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