jamiepine/voicebox

Pattern Findings

565 matches across 12 categories. Click a row to expand file-level details.

Decorative Section Separators101 hits · 316 pts

Severity	File	Line	Snippet
MEDIUM	landing/src/components/CapturesMockup.tsx	23	// ─── Sidebar (matches ControlUI exactly) ───────────────────────────────────
MEDIUM	landing/src/components/CapturesMockup.tsx	81	// ─── FakeWaveform (ported from CapturesTab.tsx) ────────────────────────────
MEDIUM	landing/src/components/CapturesMockup.tsx	119	// ─── Data ───────────────────────────────────────────────────────────────────
MEDIUM	landing/src/components/CapturesMockup.tsx	235	// ─── Capture list row ───────────────────────────────────────────────────────
MEDIUM	landing/src/components/CapturesMockup.tsx	274	// ─── Detail view ────────────────────────────────────────────────────────────
MEDIUM	landing/src/components/CapturesMockup.tsx	405	// ─── Main mockup ────────────────────────────────────────────────────────────
MEDIUM	landing/src/components/Features.tsx	7	// ─── Lazy load wrapper ──────────────────────────────────────────────────────
MEDIUM	landing/src/components/Features.tsx	44	// ─── Animation: Voice Cloning ───────────────────────────────────────────────
MEDIUM	landing/src/components/Features.tsx	114	// ─── Mini waveform for clips ────────────────────────────────────────────────
MEDIUM	landing/src/components/Features.tsx	175	// ─── Animation: Stories Editor ───────────────────────────────────────────────
MEDIUM	landing/src/components/Features.tsx	453	// ─── Animation: Effects Pipeline ────────────────────────────────────────────
MEDIUM	landing/src/components/Features.tsx	547	// ─── Animation: Local or Remote ─────────────────────────────────────────────
MEDIUM	landing/src/components/Features.tsx	602	// ─── Animation: Transcription ───────────────────────────────────────────────
MEDIUM	landing/src/components/Features.tsx	648	// ─── Animation: Unlimited Length ─────────────────────────────────────────────
MEDIUM	landing/src/components/Features.tsx	761	// ─── Feature data ───────────────────────────────────────────────────────────
MEDIUM	landing/src/components/Features.tsx	808	// ─── Feature Card ───────────────────────────────────────────────────────────
MEDIUM	landing/src/components/Features.tsx	832	// ─── Features Section ───────────────────────────────────────────────────────
MEDIUM	landing/src/components/VoiceCreator.tsx	7	// ─── Waveform bars generator ────────────────────────────────────────────────
MEDIUM	landing/src/components/VoiceCreator.tsx	25	// ─── Animated waveform background ───────────────────────────────────────────
MEDIUM	landing/src/components/VoiceCreator.tsx	65	// ─── Tab content panels ─────────────────────────────────────────────────────
MEDIUM	landing/src/components/VoiceCreator.tsx	350	// ─── Tab selector ───────────────────────────────────────────────────────────
MEDIUM	landing/src/components/VoiceCreator.tsx	360	// ─── Main section ───────────────────────────────────────────────────────────
MEDIUM	landing/src/components/Personalities.tsx	7	// ─── Modes ──────────────────────────────────────────────────────────────────
MEDIUM	landing/src/components/Personalities.tsx	44	// ─── Persona card ───────────────────────────────────────────────────────────
MEDIUM	landing/src/components/Personalities.tsx	70	// ─── Mode demo ──────────────────────────────────────────────────────────────
MEDIUM	landing/src/components/Personalities.tsx	151	// ─── Bullets ────────────────────────────────────────────────────────────────
MEDIUM	landing/src/components/Personalities.tsx	168	// ─── Section ────────────────────────────────────────────────────────────────
MEDIUM	landing/src/components/AgentIntegration.tsx	7	// ─── Scenarios (the agent console cycles through these) ────────────────────
MEDIUM	landing/src/components/AgentIntegration.tsx	61	// ─── Console mockup ─────────────────────────────────────────────────────────
MEDIUM	landing/src/components/AgentIntegration.tsx	112	// ─── Desktop-floating pill stage ────────────────────────────────────────────
MEDIUM	landing/src/components/AgentIntegration.tsx	194	// ─── Code panel ─────────────────────────────────────────────────────────────
MEDIUM	landing/src/components/AgentIntegration.tsx	253	// ─── Support bullets ────────────────────────────────────────────────────────
MEDIUM	landing/src/components/AgentIntegration.tsx	276	// ─── Section ────────────────────────────────────────────────────────────────
MEDIUM	landing/src/components/ControlUI.tsx	22	// ─── Data ───────────────────────────────────────────────────────────────────
MEDIUM	landing/src/components/ControlUI.tsx	246	// ─── Phase system ───────────────────────────────────────────────────────────
MEDIUM	landing/src/components/ControlUI.tsx	259	// ─── Typewriter ─────────────────────────────────────────────────────────────
MEDIUM	landing/src/components/ControlUI.tsx	290	// ─── Loading bars (simplified react-loaders replacement) ────────────────────
MEDIUM	landing/src/components/ControlUI.tsx	320	// ─── Profile Card ───────────────────────────────────────────────────────────
MEDIUM	landing/src/components/ControlUI.tsx	361	// ─── History Row ────────────────────────────────────────────────────────────
MEDIUM	landing/src/components/ControlUI.tsx	434	// ─── Floating Generate Box ──────────────────────────────────────────────────
MEDIUM	landing/src/components/ControlUI.tsx	522	// ─── Main ControlUI ─────────────────────────────────────────────────────────
MEDIUM	landing/src/components/CaptureSection.tsx	7	// ─── Hero: Hotkey Pill ──────────────────────────────────────────────────────
MEDIUM	landing/src/components/CaptureSection.tsx	150	// ─── Card: Whisper, sized for every machine ────────────────────────────────
MEDIUM	landing/src/components/CaptureSection.tsx	213	// ─── Card: LLM Refinement ───────────────────────────────────────────────────
MEDIUM	landing/src/components/CaptureSection.tsx	295	// ─── Card: Agent voice output ───────────────────────────────────────────────
MEDIUM	landing/src/components/CaptureSection.tsx	400	// ─── Feature data + card ────────────────────────────────────────────────────
MEDIUM	landing/src/components/CaptureSection.tsx	445	// ─── Section ────────────────────────────────────────────────────────────────
MEDIUM	app/src/components/Generation/ParalinguisticInput.tsx	15	// ── Tag definitions ─────────────────────────────────────────────────
MEDIUM	app/src/components/Generation/ParalinguisticInput.tsx	33	// ── Helpers ─────────────────────────────────────────────────────────
MEDIUM	app/src/components/Generation/ParalinguisticInput.tsx	107	// ── Component ───────────────────────────────────────────────────────
MEDIUM	app/src/components/Generation/ParalinguisticInput.tsx	152	// ── Sync external value → editor ──────────────────────────────
MEDIUM	app/src/components/Generation/ParalinguisticInput.tsx	163	// ── Emit plain-text value on input ────────────────────────────
MEDIUM	app/src/components/Generation/ParalinguisticInput.tsx	172	// ── Insert a tag badge at the caret ───────────────────────────
MEDIUM	app/src/components/Generation/ParalinguisticInput.tsx	217	// ── Handle keydown for autocomplete navigation ────────────────
MEDIUM	app/src/components/Generation/ParalinguisticInput.tsx	253	// ── Handle input (check for / trigger) ────────────────────────
MEDIUM	app/src/components/Generation/ParalinguisticInput.tsx	285	// ── Handle paste — convert [tag] patterns to badges ───────────
MEDIUM	app/src/components/Generation/ParalinguisticInput.tsx	324	// ── Show placeholder ──────────────────────────────────────────
MEDIUM	app/src/lib/constants/languages.ts	84	// ── Backwards-compatible exports used elsewhere ──────────────────────
MEDIUM	app/src/lib/api/client.ts	134	// ── Personality-driven text generation ─────────────────────────────
MEDIUM	backend/models.py	392	# ── Profile personality endpoint ──────────────────────────────────────
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Excessive Try-Catch Wrapping140 hits · 157 pts

Severity	File	Line	Snippet
LOW	backend/server.py	21	except Exception:
LOW	backend/server.py	83	except Exception as e:
LOW	backend/server.py	128	except Exception:
LOW	backend/server.py	301	except Exception as e:
LOW	backend/pyi_rth_torch_compiler_disable.py	70	except Exception:
LOW	backend/pyi_rth_torch_compiler_disable.py	287	except Exception:
LOW	backend/pyi_rth_torch_compiler_disable.py	315	except Exception as e:
LOW	backend/pyi_rth_torch_compiler_disable.py	385	except Exception as e:
LOW	backend/pyi_rth_torch_compiler_disable.py	446	except Exception as e:
LOW	backend/pyi_rth_torch_compiler_disable.py	462	except Exception as e:
LOW	backend/pyi_rth_torch_compiler_disable.py	507	except Exception as e:
LOW	backend/pyi_rth_torch_compiler_disable.py	524	except Exception as _e:
LOW	backend/app.py	205	except Exception:
LOW	backend/app.py	259	except Exception as e:
LOW	backend/app.py	282	except Exception as e:
LOW	backend/app.py	291	except Exception as e:
LOW	backend/app.py	302	except Exception:
LOW	backend/app.py	306	except Exception:
LOW	backend/app.py	310	except Exception:
LOW	backend/pyi_rth_numpy_compat.py	90	except Exception:
LOW	backend/backends/mlx_backend.py	245	except Exception as e:
LOW	backend/backends/__init__.py	621	except Exception:
LOW	backend/backends/base.py	75	except Exception as e:
LOW	backend/backends/base.py	279	except Exception as e:
MEDIUM	backend/tests/test_whisper_download.py	23	print(f"Error: SSE endpoint returned {response.status_code}")
LOW	backend/tests/test_whisper_download.py	71	except Exception as e:
LOW	backend/tests/test_generation_download.py	59	except Exception as e:
LOW	backend/tests/test_generation_download.py	104	except Exception as e:
LOW	backend/tests/test_generation_download.py	120	except Exception as e:
MEDIUM	backend/tests/test_generation_download.py	121	print(f"Error getting profiles: {e}")
LOW	backend/tests/test_generation_download.py	132	except Exception as e:
LOW	backend/tests/test_progress.py	263	except Exception as e:
LOW	backend/tests/test_progress.py	270	except Exception as e:
LOW	backend/tests/test_progress.py	277	except Exception as e:
LOW	backend/tests/test_progress.py	284	except Exception as e:
LOW	backend/tests/test_offline_guard.py	91	except Exception as exc: # noqa: BLE001
LOW	backend/tests/test_offline_guard.py	98	except Exception as exc: # noqa: BLE001
MEDIUM	backend/tests/test_offline_guard.py	85	def slow():
MEDIUM	backend/tests/test_offline_guard.py	94	def fast():
LOW	backend/tests/test_refinement_samples.py	339	except Exception:
LOW	backend/tests/test_refinement_samples.py	434	except Exception as e:
LOW	backend/tests/test_all_models_e2e.py	185	except Exception as e:
LOW	backend/tests/test_all_models_e2e.py	200	except Exception:
LOW	backend/tests/test_all_models_e2e.py	597	except Exception:
LOW	backend/tests/test_all_models_e2e.py	600	except Exception as e:
LOW	backend/tests/test_personality_samples.py	204	except Exception:
LOW	backend/tests/test_personality_samples.py	239	except Exception as e:
LOW	backend/tests/test_personality_samples.py	316	except Exception as e:
LOW	backend/tests/test_qwen_download.py	89	except Exception as e:
LOW	backend/tests/test_qwen_download.py	107	except Exception as e:
LOW	backend/tests/test_qwen_download.py	130	except Exception as e:
LOW	backend/tests/test_qwen_download.py	145	except Exception as e:
LOW	backend/tests/test_qwen_download.py	156	except Exception:
LOW	backend/utils/cache.py	70	except Exception:
LOW	backend/utils/cache.py	116	except Exception as e:
LOW	backend/utils/cache.py	124	except Exception as e:
LOW	backend/utils/cache.py	150	except Exception as e:
LOW	backend/utils/images.py	43	except Exception as e:
LOW	backend/utils/hf_offline_patch.py	183	except Exception as exc:
LOW	backend/utils/hf_offline_patch.py	235	except Exception:
80 more matches not shown…

Hyper-Verbose Identifiers117 hits · 130 pts

Severity	File	Line	Snippet
LOW	app/src/stores/serverStore.ts	49	export function isLoopbackVoiceboxServerUrl(url: string): boolean {
LOW	…components/InputMonitoringGate/InputMonitoringGate.tsx	18	export function useInputMonitoringPermission() {
LOW	app/src/components/ServerSettings/ModelManagement.tsx	49	async function fetchHuggingFaceModelInfo(repoId: string): Promise<HuggingFaceModelInfo> {
LOW	…src/components/AccessibilityGate/AccessibilityGate.tsx	23	export function useAccessibilityPermission() {
LOW	…components/CapturesTab/DictationReadinessChecklist.tsx	83	export function DictationReadinessChecklist({
LOW	app/src/components/Generation/EngineModelSelector.tsx	162	export function isProfileCompatibleWithEngine(
LOW	app/src/lib/constants/languages.ts	76	export function getLanguageOptionsForEngine(engine: string) {
LOW	app/src/lib/hooks/useHistory.ts	32	export function useClearFailedGenerations() {
LOW	app/src/lib/hooks/useCaptureRecordingSession.ts	100	export function useCaptureRecordingSession(
LOW	backend/config.py	25	def _path_relative_to_any_data_dir(path: Path) -> Path \| None:
LOW	backend/pyi_rth_torch_compiler_disable.py	226	def _patch_scipy_distn_source(source: str) -> str:
LOW	backend/pyi_rth_torch_compiler_disable.py	239	def _patch_masking_utils_source(source: str) -> str:
LOW	backend/database/seed.py	12	def backfill_generation_versions(SessionLocal, Generation, GenerationVersion) -> None:
LOW	backend/database/migrations.py	197	def _migrate_generation_versions(engine, inspector, tables: set[str]) -> None:
LOW	backend/database/migrations.py	205	def _migrate_capture_settings(engine, inspector, tables: set[str]) -> None:
LOW	backend/backends/__init__.py	259	def _get_qwen_custom_voice_configs() -> list[ModelConfig]:
LOW	backend/backends/__init__.py	285	def _get_non_qwen_tts_configs() -> list[ModelConfig]:
LOW	backend/backends/__init__.py	524	async def ensure_model_cached_or_raise(engine: str, model_size: str = "default") -> None:
LOW	backend/backends/__init__.py	655	def get_tts_backend_for_engine(engine: str) -> TTSBackend:
LOW	backend/backends/__init__.py	747	def get_llm_backend_for_engine(engine: str) -> LLMBackend:
LOW	backend/tests/test_cors.py	63	def client_with_custom_origins():
LOW	backend/tests/test_cors.py	118	def test_credentials_header_present(self, client):
LOW	backend/tests/test_cors.py	126	def test_custom_origin_allowed(self, client_with_custom_origins):
LOW	backend/tests/test_cors.py	130	def test_other_custom_origin_allowed(self, client_with_custom_origins):
LOW	backend/tests/test_cors.py	134	def test_default_origins_still_work(self, client_with_custom_origins):
LOW	backend/tests/test_cors.py	138	def test_unlisted_origin_still_blocked(self, client_with_custom_origins):
LOW	backend/tests/test_cors.py	158	def test_trailing_comma_ignored(self):
LOW	backend/tests/test_offline_patch.py	45	def test_suppresses_offline_mode_is_enabled(monkeypatch):
LOW	backend/tests/test_offline_patch.py	62	def test_suppresses_connection_errors(monkeypatch):
LOW	backend/tests/test_offline_patch.py	79	def test_passthrough_on_success(monkeypatch):
LOW	backend/tests/test_offline_patch.py	105	def test_missing_method_is_noop(monkeypatch):
LOW	backend/tests/test_generation_download.py	142	async def test_generation_with_cached_model():
LOW	backend/tests/test_generation_download.py	196	async def test_generation_with_fresh_download():
LOW	backend/tests/test_audio_preprocess.py	32	def test_peak_cap_scales_hot_input():
LOW	backend/tests/test_audio_preprocess.py	38	def test_peak_cap_leaves_moderate_input_untouched():
LOW	backend/tests/test_audio_preprocess.py	50	def test_silence_is_trimmed_with_padding_kept():
LOW	backend/tests/test_audio_preprocess.py	61	def test_clean_audio_is_not_padded_past_original_length():
LOW	backend/tests/test_audio_preprocess.py	70	def test_empty_input_returns_empty():
LOW	backend/tests/test_audio_preprocess.py	75	def test_validate_accepts_previously_rejected_hot_file(tmp_path):
LOW	backend/tests/test_audio_preprocess.py	88	def test_validate_still_rejects_silent_input(tmp_path):
LOW	backend/tests/test_audio_preprocess.py	100	def test_validate_rejects_too_short(tmp_path):
LOW	backend/tests/test_task_queue_cancellation.py	9	async def test_cancel_queued_generation_skips_execution():
LOW	backend/tests/test_task_queue_cancellation.py	36	async def test_cancel_running_generation_cancels_task():
LOW	backend/tests/test_progress.py	21	def test_progress_manager_basic():
LOW	backend/tests/test_progress.py	57	async def test_progress_manager_sse():
LOW	backend/tests/test_profile_duplicate_names.py	54	async def test_create_profile_duplicate_name_raises_error(test_db, mock_profiles_dir):
LOW	backend/tests/test_profile_duplicate_names.py	83	async def test_create_profile_different_names_succeeds(test_db, mock_profiles_dir):
LOW	backend/tests/test_profile_duplicate_names.py	110	async def test_update_profile_to_duplicate_name_raises_error(test_db, mock_profiles_dir):
LOW	backend/tests/test_profile_duplicate_names.py	143	async def test_update_profile_keep_same_name_succeeds(test_db, mock_profiles_dir):
LOW	backend/tests/test_profile_duplicate_names.py	170	async def test_update_profile_to_new_unique_name_succeeds(test_db, mock_profiles_dir):
LOW	backend/tests/test_profile_duplicate_names.py	196	async def test_case_sensitive_names_allowed(test_db, mock_profiles_dir):
LOW	backend/tests/test_client_id_middleware.py	25	def test_mcp_semantic_paths_are_stamped(path: str) -> None:
LOW	backend/tests/test_client_id_middleware.py	48	def test_other_paths_are_not_stamped(path: str) -> None:
LOW	backend/tests/test_offline_guard.py	39	def test_mutates_cached_huggingface_hub_constant():
LOW	backend/tests/test_offline_guard.py	46	def test_mutates_cached_transformers_constant():
LOW	backend/tests/test_offline_guard.py	60	def test_noop_when_not_cached():
LOW	backend/tests/test_offline_guard.py	66	def test_nested_contexts_respect_refcount():
LOW	backend/tests/test_offline_guard.py	77	def test_concurrent_threads_share_offline_window():
LOW	backend/tests/test_refinement_collapse.py	17	def test_single_word_loop_stripped():
LOW	backend/tests/test_refinement_collapse.py	22	def test_single_word_loop_with_punctuation_normalized():
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Unused Imports82 hits · 82 pts

Severity	File	Line
LOW	backend/app.py	200
LOW	backend/main.py	10
LOW	backend/database/__init__.py	8
LOW	backend/database/__init__.py	8
LOW	backend/database/__init__.py	8
LOW	backend/database/__init__.py	8
LOW	backend/database/__init__.py	8
LOW	backend/database/__init__.py	8
LOW	backend/database/__init__.py	8
LOW	backend/database/__init__.py	8
LOW	backend/database/__init__.py	8
LOW	backend/database/__init__.py	8
LOW	backend/database/__init__.py	8
LOW	backend/database/__init__.py	8
LOW	backend/database/__init__.py	8
LOW	backend/database/__init__.py	8
LOW	backend/database/__init__.py	8
LOW	backend/database/__init__.py	8
LOW	backend/database/__init__.py	26
LOW	backend/database/__init__.py	26
LOW	backend/database/__init__.py	26
LOW	backend/database/__init__.py	26
LOW	backend/database/__init__.py	26
LOW	backend/backends/chatterbox_backend.py	17
LOW	backend/backends/chatterbox_turbo_backend.py	17
LOW	backend/backends/kokoro_backend.py	20
LOW	backend/backends/kokoro_backend.py	25
LOW	backend/backends/qwen_llm_backend.py	14
LOW	backend/backends/qwen_llm_backend.py	15
LOW	backend/backends/hume_backend.py	23
LOW	backend/backends/pytorch_backend.py	13
LOW	backend/backends/pytorch_backend.py	13
LOW	backend/backends/mlx_backend.py	5
LOW	backend/backends/mlx_backend.py	20
LOW	backend/backends/mlx_backend.py	20
LOW	backend/backends/__init__.py	13
LOW	backend/backends/luxtts_backend.py	14
LOW	backend/backends/qwen_custom_voice_backend.py	24
LOW	backend/backends/base.py	12
LOW	backend/backends/base.py	106
LOW	backend/tests/test_cors.py	15
LOW	backend/tests/test_cors.py	17
LOW	backend/tests/test_whisper_download.py	8
LOW	backend/tests/test_generation_download.py	11
LOW	backend/tests/test_profile_duplicate_names.py	19
LOW	backend/tests/test_refinement_samples.py	27
LOW	backend/tests/test_all_models_e2e.py	13
LOW	backend/tests/test_all_models_e2e.py	28
LOW	backend/tests/test_personality_samples.py	25
LOW	backend/utils/effects.py	20
LOW	backend/utils/platform_detect.py	28
LOW	backend/utils/hf_offline_patch.py	199
LOW	backend/utils/progress.py	5
LOW	backend/utils/progress.py	6
LOW	backend/utils/capture_chords.py	3
LOW	backend/mcp_shim/__main__.py	16
LOW	backend/routes/speak.py	9
LOW	backend/routes/models.py	7
LOW	backend/routes/models.py	9
LOW	backend/routes/health.py	9
22 more matches not shown…

Deep Nesting50 hits · 49 pts

Severity	File	Line
LOW	backend/server.py	102
LOW	backend/server.py	132
LOW	backend/server.py	164
LOW	backend/pyi_rth_numpy_compat.py	35
LOW	backend/database/seed.py	50
LOW	backend/database/migrations.py	65
LOW	backend/database/migrations.py	295
LOW	backend/backends/chatterbox_backend.py	73
LOW	backend/backends/chatterbox_turbo_backend.py	73
LOW	backend/backends/hume_backend.py	204
LOW	backend/backends/hume_backend.py	228
LOW	backend/backends/pytorch_backend.py	138
LOW	backend/backends/mlx_backend.py	115
LOW	backend/backends/mlx_backend.py	169
LOW	backend/backends/mlx_backend.py	194
LOW	backend/backends/__init__.py	655
LOW	backend/backends/base.py	24
LOW	backend/tests/test_generation_download.py	15
LOW	backend/tests/test_progress.py	120
LOW	backend/tests/test_progress.py	166
LOW	backend/tests/test_progress.py	187
LOW	backend/tests/test_refinement_samples.py	407
LOW	backend/tests/test_all_models_e2e.py	214
LOW	backend/tests/test_all_models_e2e.py	274
LOW	backend/tests/test_all_models_e2e.py	486
LOW	backend/tests/test_personality_samples.py	285
LOW	backend/tests/test_qwen_download.py	23
LOW	backend/tests/test_qwen_download.py	135
LOW	backend/tests/test_qwen_download.py	160
LOW	backend/utils/hf_progress.py	30
LOW	backend/utils/hf_progress.py	217
LOW	backend/utils/hf_progress.py	116
LOW	backend/utils/images.py	47
LOW	backend/utils/hf_offline_patch.py	34
LOW	backend/utils/progress.py	35
LOW	backend/utils/progress.py	190
LOW	backend/routes/tasks.py	46
LOW	backend/routes/models.py	122
LOW	backend/routes/models.py	227
LOW	backend/routes/models.py	153
LOW	backend/routes/health.py	57
LOW	backend/routes/health.py	185
LOW	backend/services/task_queue.py	39
LOW	backend/services/generation.py	29
LOW	backend/services/export_import.py	123
LOW	backend/services/export_import.py	333
LOW	backend/services/captures.py	60
LOW	backend/services/cuda.py	138
LOW	backend/services/history.py	273
LOW	scripts/test_download_progress.py	154

Redundant / Tautological Comments24 hits · 38 pts

Severity	File	Line	Snippet
LOW	backend/server.py	141	# Check if process has actually exited
LOW	backend/config.py	14	# Set VOICEBOX_MODELS_DIR to an absolute path before starting the server.
LOW	backend/backends/mlx_backend.py	226	# Check if generate accepts ref_audio parameter
LOW	backend/tests/test_whisper_download.py	81	# Check if server is running
LOW	backend/tests/test_whisper_download.py	153	# Check if we got meaningful progress
LOW	backend/tests/test_generation_download.py	264	# Check if server is running
LOW	backend/tests/test_qwen_download.py	167	# Check if server is running
LOW	backend/tests/test_qwen_download.py	288	# Check if progress increased over time
LOW	backend/utils/chunked_tts.py	165	# Check if the cut falls inside a bracket tag; if so, move before it
LOW	backend/utils/progress.py	45	# Check if we're in the main event loop thread
LOW	backend/utils/progress.py	115	# Check if we should notify listeners (throttling)
LOW	backend/services/export_import.py	73	# Check if profile has avatar
LOW	backend/services/export_import.py	388	# Check if we should match an existing profile or create metadata
LOW	backend/services/stories.py	263	# Check if generation is already in story
LOW	backend/services/stories.py	959	# Read file bytes
LOW	backend/services/cuda.py	122	# Check if the binary version matches the expected app version
LOW	backend/services/channels.py	74	# Check if name already exists
LOW	backend/services/channels.py	125	# Check if name already exists (excluding current channel)
LOW	scripts/prepare-release.sh	24	# Check if public key is in tauri.conf.json
LOW	scripts/generate-api.sh	8	# Check if backend is running
LOW	scripts/generate-api.sh	13	# Check if virtual environment exists
LOW	scripts/generate-api.sh	57	# Check if openapi-typescript-codegen is installed
LOW	scripts/build-server.sh	16	# Check if PyInstaller is installed
LOW	scripts/update-icons.sh	20	# Check if source exists

Docstring Block Structure7 hits · 35 pts

Severity	File	Line	Snippet
HIGH	backend/STYLE_GUIDE.md	104	Load and concatenate all voice prompt files for a profile. Reads .wav/.mp3/.flac files from the profile directory,
HIGH	backend/services/export_import.py	46	Export a voice profile to a ZIP archive. Args: profile_id: Profile ID to export db: Databa
HIGH	backend/services/export_import.py	124	Import a voice profile from a ZIP archive. Args: file_bytes: ZIP file contents db: Databas
HIGH	backend/services/export_import.py	246	Export a generation to a ZIP archive. Args: generation_id: Generation ID to export db: Dat
HIGH	backend/services/export_import.py	334	Import a generation from a ZIP archive. Args: file_bytes: ZIP file contents db: Database s
HIGH	backend/services/profiles.py	142	Create a new voice profile. Args: data: Profile creation data db: Database session Return
HIGH	backend/services/profiles.py	361	Update a voice profile. Args: profile_id: Profile ID data: Updated profile data db: Da

Over-Commented Block31 hits · 31 pts

Severity	File	Line	Snippet
LOW	tauri/src-tauri/src/keyboard_layout.rs	1	//! Layout-aware resolution of the keycode whose current-layout translation
LOW	tauri/src-tauri/src/input_monitoring.rs	1	//! Platform permission gate for the global keyboard tap.
LOW	tauri/src-tauri/src/input_monitoring.rs	21	//! `enable_hotkey` calls `request` on first invocation so the prompt fires
LOW	tauri/src-tauri/src/input_monitoring.rs	41
LOW	tauri/src-tauri/src/synthetic_keys.rs	1	//! Synthetic keyboard event posting for the auto-paste pipeline.
LOW	tauri/src-tauri/src/accessibility.rs	1	//! Platform permission gate for the auto-paste pipeline.
LOW	tauri/src-tauri/src/main.rs	61	}
LOW	tauri/src-tauri/src/main.rs	821	/// windows. Paste into Voicebox-internal targets is step 6 territory and
LOW	tauri/src-tauri/src/main.rs	861	/// Holds the lazily-spawned global hotkey monitor. The monitor is `None`
LOW	tauri/src-tauri/src/main.rs	921	toggle_to_talk: Vec<String>,
LOW	tauri/src-tauri/src/main.rs	961	#[command]
LOW	tauri/src-tauri/src/main.rs	1041	/// Windows sequence number) matching the value captured right after
LOW	tauri/src-tauri/src/clipboard.rs	1	//! Snapshot / write / restore helpers around the system clipboard.
LOW	tauri/src-tauri/src/clipboard.rs	21	//! clipboard guard. CF_UNICODETEXT, CF_HDROP, CF_DIB (bitmap data in
LOW	tauri/src-tauri/src/clipboard.rs	281	//! fan-out.
LOW	tauri/src-tauri/src/key_codes.rs	1	//! Stable string ↔ `keytap::Key` mapping for chord persistence.
LOW	tauri/src-tauri/src/focus_capture.rs	1	//! Captures the focused-UI snapshot at chord-start so auto-paste can land
LOW	tauri/src-tauri/src/focus_capture.rs	21	//! Activation walks top-level windows for the saved PID and calls
LOW	tauri/src-tauri/src/focus_capture.rs	241
LOW	tauri/src-tauri/src/focus_capture.rs	381	/// Best-effort `UIAutomation::GetFocusedElement().CurrentClassName()`.
LOW	tauri/src-tauri/src/hotkey_monitor.rs	1	//! Global hotkey → dictation effect bridge.
LOW	tauri/src-tauri/src/hotkey_monitor.rs	41	// Public types
LOW	tauri/src-tauri/src/speak_monitor.rs	1	//! Rust-side subscriber for the backend `/events/speak` SSE stream.
LOW	tauri/src-tauri/src/speak_monitor.rs	21	//! long-term outages stop filling stderr with reconnect log lines.
LOW	backend/pyi_rth_torch_compiler_disable.py	421	# everything that isn't create_module/exec_module (or __getattr__/init).
LOW	backend/pyi_rth_torch_compiler_disable.py	481	# the child).
LOW	backend/pyi_rth_torch_compiler_disable.py	521
LOW	backend/requirements-mlx.txt	1	# MLX-specific dependencies (Apple Silicon only)
LOW	backend/requirements-mlx.txt	21	# sounddevice, tqdm) are already in requirements.txt or pulled in by
LOW	backend/mcp_server/context.py	61	# ignored so the Settings UI's "last heard from" column only reflects
LOW	backend/services/refinement.py	201

Cross-Language Confusion6 hits · 28 pts

Severity	File	Line	Snippet
HIGH	backend/models.py	362	description="When true and the profile has a personality prompt, the input text is rewritten in-character before
HIGH	backend/tests/test_whisper_download.py	86	print(" cd backend && python main.py")
HIGH	backend/tests/test_generation_download.py	269	print(" cd backend && python main.py")
HIGH	backend/tests/test_qwen_download.py	8	cd backend && python -m tests.test_qwen_download
HIGH	backend/tests/test_qwen_download.py	11	- Server must be running: cd backend && python main.py
HIGH	backend/tests/test_qwen_download.py	172	print(" cd backend && python main.py")

Self-Referential Comments3 hits · 9 pts

Severity	File	Line	Snippet
MEDIUM	backend/utils/hf_progress.py	288	# Create a wrapper that calls our tracking
MEDIUM	backend/utils/dac_shim.py	61	# Create the module tree: dac -> dac.nn -> dac.nn.layers
MEDIUM	backend/services/profiles.py	607	# Create a hash of sample IDs to identify this specific combination

AI Slop Vocabulary3 hits · 7 pts

Severity	File	Line	Snippet
MEDIUM	backend/pyi_rth_torch_compiler_disable.py	438	# fresh compile() from source. Easiest robust fix: read the source
MEDIUM	backend/tests/test_personality_samples.py	298	# per-request to /profiles/{id}/compose. The harness swaps it
MEDIUM	backend/utils/hf_offline_patch.py	149	"""Make transformers' tokenizer load robust to HuggingFace metadata failures.

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet
MEDIUM	tauri/src-tauri/gen/schemas/acl-manifests.json	1	{"core":{"default_permission":{"identifier":"default","description":"Default core plugins set.","permissions":["core:pat

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