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Issue title

`self.working_dir` used but never assigned in __init__

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Severity Rule Title File:line
HIGH MINED108 [MINED108] `self.embeddings` used but never assigned in __init__: Method `__call__` of cl… pipelines/novel2movie_pipeline.py:154
HIGH MINED108 [MINED108] `self.novel_compressor` used but never assigned in __init__: Method `__call__`… pipelines/novel2movie_pipeline.py:42
HIGH MINED108 [MINED108] `self.working_dir` used but never assigned in __init__: Method `__call__` of c… pipelines/novel2movie_pipeline.py:510
HIGH MINED108 [MINED108] `self.working_dir` used but never assigned in __init__: Method `__call__` of c… pipelines/novel2movie_pipeline.py:394
HIGH MINED108 [MINED108] `self.working_dir` used but never assigned in __init__: Method `__call__` of c… pipelines/novel2movie_pipeline.py:299
HIGH MINED108 [MINED108] `self.working_dir` used but never assigned in __init__: Method `__call__` of c… pipelines/novel2movie_pipeline.py:233
HIGH MINED108 [MINED108] `self.working_dir` used but never assigned in __init__: Method `__call__` of c… pipelines/novel2movie_pipeline.py:147
HIGH MINED108 [MINED108] `self.working_dir` used but never assigned in __init__: Method `__call__` of c… pipelines/novel2movie_pipeline.py:146
HIGH MINED108 [MINED108] `self.working_dir` used but never assigned in __init__: Method `__call__` of c… pipelines/novel2movie_pipeline.py:102
HIGH MINED108 [MINED108] `self.working_dir` used but never assigned in __init__: Method `__call__` of c… pipelines/novel2movie_pipeline.py:35
HIGH MINED108 [MINED108] `self.start_time` used but never assigned in __init__: Method `__exit__` of cl… utils/timer.py:49
HIGH MINED108 [MINED108] `self.start_time` used but never assigned in __init__: Method `__enter__` of c… utils/timer.py:39
HIGH MINED108 [MINED108] `self.start_time` used but never assigned in __init__: Method `__enter__` of c… utils/timer.py:38
HIGH MINED106 [MINED106] Phantom test coverage: test_sleep: Test function `test_sleep` runs code but co… utils/timer.py:67
HIGH MINED108 [MINED108] `self.line` used but never assigned in __init__: Method `__str__` of class `Sh… interfaces/shot_description.py:91
HIGH MINED108 [MINED108] `self.emotion` used but never assigned in __init__: Method `__str__` of class … interfaces/shot_description.py:91
HIGH MINED108 [MINED108] `self.speaker` used but never assigned in __init__: Method `__str__` of class … interfaces/shot_description.py:91
HIGH MINED108 [MINED108] `self.sound_effect` used but never assigned in __init__: Method `__str__` of c… interfaces/shot_description.py:89
HIGH MINED108 [MINED108] `self.speaker` used but never assigned in __init__: Method `__str__` of class … interfaces/shot_description.py:90
HIGH MINED108 [MINED108] `self.sound_effect` used but never assigned in __init__: Method `__str__` of c… interfaces/shot_description.py:88
HIGH MINED108 [MINED108] `self.speaker` used but never assigned in __init__: Method `__str__` of class … interfaces/shot_description.py:86
HIGH MINED108 [MINED108] `self.sound_effect` used but never assigned in __init__: Method `__str__` of c… interfaces/shot_description.py:86
HIGH MINED108 [MINED108] `self.extract_next_event` used but never assigned in __init__: Method `__call_… agents/event_extractor.py:103
HIGH MINED108 [MINED108] `self.compress_single_novel_chunk` used but never assigned in __init__: Method… agents/novel_compressor.py:118
HIGH MINED108 [MINED108] `self.query_video_generation_task` used but never assigned in __init__: Method… tools/video_generator_doubao_seedance_y…:176
HIGH MINED108 [MINED108] `self.create_video_generation_task` used but never assigned in __init__: Metho… tools/video_generator_doubao_seedance_y…:175
HIGH SEC078 [SEC078] Python: requests without timeout: requests.get/post without a timeout will hang … utils/video.py:11
HIGH SEC078 [SEC078] Python: requests without timeout: requests.get/post without a timeout will hang … utils/image.py:15
HIGH SEC128 [SEC128] Async function without await — fire-and-forget Promise (AI mistake): Async call … utils/image.py:43
HIGH SEC128 [SEC128] Async function without await — fire-and-forget Promise (AI mistake): Async call … interfaces/image_output.py:49
HIGH SEC029 [SEC029] Server-Side Request Forgery (SSRF) — outbound HTTP from user input: Outbound HTT… interfaces/video_output.py:23
HIGH SEC029 [SEC029] Server-Side Request Forgery (SSRF) — outbound HTTP from user input: Outbound HTT… interfaces/image_output.py:35
MED MINED109 [MINED109] Mutable default argument in `generate_single_image` (list): `def generate_sing… tools/image_generator_doubao_seedream_y…:25
MED MINED109 [MINED109] Mutable default argument in `generate_single_image` (list): `def generate_sing… tools/image_generator_nanobanana_google…:29
MED MINED109 [MINED109] Mutable default argument in `generate_single_image` (list): `def generate_sing… tools/image_generator_nanobanana_yunwu_…:30
MED MINED109 [MINED109] Mutable default argument in `generate_single_video` (list): `def generate_sing… tools/video_generator_veo_yunwu_api.py:40
MED SEC034 [SEC034] Log Injection / Log Forging — unsanitized user input in log: User input is logge… tools/video_generator_veo_google_api.py:61
MED COMP001 [COMP001] High cognitive complexity: Function `generate_single_image` has cognitive compl… tools/image_generator_nanobanana_google…:29
MED COMP001 [COMP001] High cognitive complexity: Function `construct_camera_tree` has cognitive compl… agents/camera_image_generator.py:121
MED CORE_NO_CI No CI/CD configuration found —
LOW COMP001 [COMP001] High cognitive complexity: Function `generate_character_portraits` has cognitiv… pipelines/idea2video_pipeline.py:74
LOW AIC003 Duplicated implementation block across source files pipelines/script2video_pipeline.py:37
LOW AIC003 Duplicated implementation block across source files agents/script_planner.py:158
LOW AIC003 Duplicated implementation block across source files agents/global_information_planner.py:97
INFO MINED067 [MINED067] Python Requests No Timeout: requests.get/post/etc. without timeout= can hang f… utils/video.py:11
INFO MINED067 [MINED067] Python Requests No Timeout: requests.get/post/etc. without timeout= can hang f… utils/image.py:15
INFO MINED062 [MINED062] Python Dataclass No Fields: @dataclass over an empty class — unfinished model. tools/render_backend.py:22
INFO MINED063 [MINED063] Toctou Os Path Exists: if os.path.exists(p): open(p) — file can be replaced/de… pipelines/idea2video_pipeline.py:58
INFO MINED050 [MINED050] Stub Only Function: Function declared but body is just pass, return None, rais… pipelines/idea2video_pipeline_deprecate…:15
INFO MINED050 [MINED050] Stub Only Function: Function declared but body is just pass, return None, rais… pipelines/idea2video_pipeline.py:157
Reset to top 5 50 findings available (after auto-suppression of test files + won't-fix)

Issue body (markdown)

## Code-quality scan: `HKUDS/ViMax`

**Score: 89/100 (B-)**  ·  50 findings  ·  scanned 2026-05-20 00:19 UTC  ·  6,187 LOC

| Severity | Count |
|---|---|
| CRITICAL | 0 |
| HIGH | 32 |
| MEDIUM | 8 |
| LOW | 4 |

📊 [Full filterable report](https://repobility.com/scan/99b4aa28-a388-4d28-b169-2e7309b85809/)  ·  ![scorecard](https://repobility.com/scan/99b4aa28-a388-4d28-b169-2e7309b85809/report.png?v=1779236372-s2)

### Top findings

1. **HIGH** `MINED108` — `self.embeddings` used but never assigned in __init__
   `pipelines/novel2movie_pipeline.py:154` · ✓ Repobility
2. **HIGH** `MINED108` — `self.novel_compressor` used but never assigned in __init__
   `pipelines/novel2movie_pipeline.py:42` · ✓ Repobility
3. **HIGH** `MINED108` — `self.working_dir` used but never assigned in __init__
   `pipelines/novel2movie_pipeline.py:510` · ✓ Repobility
4. **HIGH** `MINED108` — `self.working_dir` used but never assigned in __init__
   `pipelines/novel2movie_pipeline.py:394` · ✓ Repobility
5. **HIGH** `MINED108` — `self.working_dir` used but never assigned in __init__
   `pipelines/novel2movie_pipeline.py:299` · ✓ Repobility

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