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Issue title

Bare except continues silently: Bare `except:` (or `except Exception

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Severity Rule Title File:line
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… packages/core/models/pinn/physics_const…:198
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… packages/core/models/model_factory.py:426
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… packages/core/models/base_model.py:173
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… packages/core/evaluation/pinn_evaluator…:247
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… packages/core/evaluation/pinn_evaluator…:181
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… packages/core/evaluation/architecture_c…:310
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… packages/core/evaluation/architecture_c…:302
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… packages/core/evaluation/architecture_c…:295
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… packages/core/evaluation/architecture_c…:286
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… packages/core/evaluation/physics_interp…:352
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… packages/core/evaluation/physics_interp…:497
MED MINED109 [MINED109] Mutable default argument in `test_missing_features` (list): `def test_missing_… packages/core/evaluation/robustness_tes…:72
MED MINED109 [MINED109] Mutable default argument in `test_sensor_noise` (list): `def test_sensor_noise… packages/core/evaluation/robustness_tes…:31
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… packages/core/pipelines/classical_ml_pi…:309
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… packages/core/pipelines/classical_ml_pi…:422
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… packages/core/pipelines/classical_ml_pi…:414
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… packages/dashboard/utils/query_utils.py:121
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… packages/dashboard/services/hpo_service…:572
MED MINED109 [MINED109] Mutable default argument in `test_robustness` (list): `def test_robustness(...… packages/dashboard/services/evaluation_…:225
MED MINED109 [MINED109] Mutable default argument in `create_type_split` (list): `def create_type_split… scripts/research/ood_testing.py:119
MED MINED109 [MINED109] Mutable default argument in `create_severity_split` (list): `def create_severi… scripts/research/ood_testing.py:83
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… visualization/feature_visualization.py:347
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… visualization/feature_visualization.py:342
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… visualization/feature_visualization.py:337
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… visualization/latent_space_analysis.py:186
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… visualization/latent_space_analysis.py:181
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… visualization/latent_space_analysis.py:176
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… scripts/run_noise_robustness.py:124
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… scripts/run_xai_calibration.py:127
MED MINED109 [MINED109] Mutable default argument in `__init__` (list): `def __init__(... = []/{}/set()… data/dataset.py:326
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… data/signal_validation.py:219
MED SEC134 [SEC134] AI scaffold leftover — Lorem ipsum / example.com / John Doe in code: Lorem ipsum… packages/dashboard/utils/validators.py:284
MED ERR001 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even… packages/dashboard/services/monitoring_…:189
MED ERR001 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even… packages/dashboard/integrations/phase1_…:132
MED ERR001 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even… packages/dashboard/integrations/phase0_…:114
MED SEC123 [SEC123] Production stack trace / debug output exposed: Debug mode left on in production … packages/dashboard/docker-compose.yml:60
MED SEC034 [SEC034] Log Injection / Log Forging — unsanitized user input in log: User input is logge… packages/dashboard/database/run_migrati…:92
MED SEC034 [SEC034] Log Injection / Log Forging — unsanitized user input in log: User input is logge… packages/dashboard/callbacks/profile_ca…:110
MED SEC034 [SEC034] Log Injection / Log Forging — unsanitized user input in log: User input is logge… packages/dashboard/api/api_keys.py:144
MED SEC015 [SEC015] Insecure Randomness for Security: Weak PRNG used in security-sensitive context. … packages/dashboard/utils/password_polic…:199
MED SEC015 [SEC015] Insecure Randomness for Security: Weak PRNG used in security-sensitive context. … packages/dashboard/api/api_keys.py:67
MED SEC011 [SEC011] Unsafe PyTorch Model Loading: torch.load() uses pickle internally and can execut… scripts/aggregate_benchmark.py:88
MED SEC011 [SEC011] Unsafe PyTorch Model Loading: torch.load() uses pickle internally and can execut… packages/dashboard/services/evaluation_…:51
MED SEC011 [SEC011] Unsafe PyTorch Model Loading: torch.load() uses pickle internally and can execut… packages/core/evaluation/cnn_evaluator.…:56
MED COMP001 [COMP001] High cognitive complexity: Function `validate_batch` has cognitive complexity 1… data/signal_validation.py:153
MED COMP001 [COMP001] High cognitive complexity: Function `apply_noise_layers` has cognitive complexi… data/signal_generation/noise_generator.…:23
MED AUC001 [AUC001] No Repobility access matrix policy found: The repository uses web/API frameworks…
MED DKR001 Docker final stage has no non-root USER packages/dashboard/Dockerfile:1
MED WEB003 Public web service has no security.txt .well-known/security.txt
MED DKR014 Dockerfile copies broad context with incomplete .dockerignore packages/dashboard/Dockerfile:19
MED DKR014 Dockerfile copies broad context with incomplete .dockerignore Dockerfile:44
MED DKC013 Database service has no persistent data volume packages/dashboard/docker-compose.yml:19
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_unresolved_feedback Foundry mined unresolved feedback: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_blueprint_gap Foundry mined blueprint gap alignment: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_blueprint_gap Foundry mined blueprint gap alignment: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_blueprint_gap Foundry mined blueprint gap alignment: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_blueprint_gap Foundry mined blueprint gap alignment: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_blueprint_gap Foundry mined blueprint gap alignment: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_blueprint_gap Foundry mined blueprint gap alignment: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_blueprint_gap Foundry mined blueprint gap alignment: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_blueprint_gap Foundry mined blueprint gap alignment: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_blueprint_gap Foundry mined blueprint gap alignment: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_blueprint_gap Foundry mined blueprint gap alignment: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_blueprint_gap Foundry mined blueprint gap alignment: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_blueprint_gap Foundry mined blueprint gap alignment: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_blueprint_gap Foundry mined blueprint gap alignment: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_blueprint_gap Foundry mined blueprint gap alignment: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_blueprint_gap Foundry mined blueprint gap alignment: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_blueprint_gap Foundry mined blueprint gap alignment: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_blueprint_gap Foundry mined blueprint gap alignment: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_assumption_check Foundry mined assumption checks: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_assumption_check Foundry mined assumption checks: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_assumption_check Foundry mined assumption checks: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_assumption_check Foundry mined assumption checks: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_assumption_check Foundry mined assumption checks: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_assumption_check Foundry mined assumption checks: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_assumption_check Foundry mined assumption checks: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_assumption_check Foundry mined assumption checks: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_assumption_check Foundry mined assumption checks: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_assumption_check Foundry mined assumption checks: abbas-ahmad-cowlar/LSTM_PFD
MED foundry_assumption_check Foundry mined assumption checks: abbas-ahmad-cowlar/LSTM_PFD
LOW COMP001 [COMP001] High cognitive complexity: Function `validate_signal` has cognitive complexity … data/signal_validation.py:62
LOW MINED115 [MINED115] Action `actions/setup-python` pinned to mutable ref `@v5`: `uses: actions/setu… .github/workflows/lint.yml:17
LOW MINED115 [MINED115] Action `actions/checkout` pinned to mutable ref `@v4`: `uses: actions/checkout… .github/workflows/lint.yml:16
LOW MINED115 [MINED115] Action `actions/setup-python` pinned to mutable ref `@v5`: `uses: actions/setu… .github/workflows/test.yml:18
LOW MINED115 [MINED115] Action `actions/checkout` pinned to mutable ref `@v4`: `uses: actions/checkout… .github/workflows/test.yml:17
LOW SEC001 [SEC001] Hardcoded Password: Hardcoded password found in source code. packages/dashboard/utils/password_polic…:254
LOW AIC003 Duplicated implementation block across source files scripts/run_noise_robustness.py:42
LOW AIC003 Duplicated implementation block across source files packages/dashboard/services/email_diges…:26
LOW AIC003 Duplicated implementation block across source files packages/dashboard/services/dataset_ser…:93
LOW AIC003 Duplicated implementation block across source files packages/dashboard/services/authenticat…:91
LOW AIC003 Duplicated implementation block across source files packages/dashboard/callbacks/system_hea…:285
LOW AIC003 Duplicated implementation block across source files packages/core/training/pinn_trainer.py:259
LOW AIC003 Duplicated implementation block across source files packages/core/training/pinn_trainer.py:201
LOW AIC003 Duplicated implementation block across source files packages/core/training/cnn_callbacks.py:274
LOW AIC003 Duplicated implementation block across source files packages/core/models/resnet/se_resnet.py:229
LOW AIC003 Duplicated implementation block across source files packages/core/models/cnn/multi_scale_cn…:202
LOW AIC003 Duplicated implementation block across source files packages/core/models/classical/svm_clas…:74
LOW AIC003 Duplicated implementation block across source files packages/core/models/classical/random_f…:65
LOW AIC003 Duplicated implementation block across source files data/signal_generation/generator.py:421
LOW WEB001 Public web app has no robots.txt robots.txt
LOW WEB002 Public web app has no sitemap sitemap.xml
LOW DKR011 Dockerfile installs recommended OS packages packages/dashboard/Dockerfile:6
LOW DKR008 .dockerignore misses sensitive defaults .dockerignore
LOW DKR012 Dockerfile keeps pip download cache Dockerfile:29
LOW DKR011 Dockerfile installs recommended OS packages Dockerfile:14
LOW WEB008 Public docs site has no llms.txt llms.txt
LOW DKC010 Compose service lacks no-new-privileges hardening packages/dashboard/docker-compose.yml:67
LOW DKC010 Compose service lacks no-new-privileges hardening packages/dashboard/docker-compose.yml:46
LOW DKC010 Compose service lacks no-new-privileges hardening packages/dashboard/docker-compose.yml:29
LOW DKC010 Compose service lacks no-new-privileges hardening docker-compose.yml:11
LOW DKC017 Database password is wired through an environment variable placeholder packages/dashboard/docker-compose.yml:3
LOW WEB011 Public web app has no humans.txt humans.txt
LOW CORE_NO_LICENSE No LICENSE file
INFO MINED055 [MINED055] Npm Install No Lockfile: Production image runs npm install (resolves new versi… scripts/colab/01_setup.sh:28
INFO MINED043 [MINED043] Http Not Https: Hardcoded http:// (not localhost) for endpoints that handle cr… packages/dashboard/utils/validation.py:258
INFO MINED053 [MINED053] Placeholder Default Username: [email protected] / [email protected] / admin/admin… packages/dashboard/utils/password_polic…:102
INFO MINED067 [MINED067] Python Requests No Timeout: requests.get/post/etc. without timeout= can hang f… packages/dashboard/services/notificatio…:73
INFO MINED067 [MINED067] Python Requests No Timeout: requests.get/post/etc. without timeout= can hang f… packages/dashboard/services/notificatio…:121
INFO MINED067 [MINED067] Python Requests No Timeout: requests.get/post/etc. without timeout= can hang f… packages/dashboard/services/notificatio…:63
INFO MINED065 [MINED065] Cors Wildcard: Access-Control-Allow-Origin: * exposes the API to any browser o… packages/deployment/api/main.py:77
INFO MINED065 [MINED065] Cors Wildcard: Access-Control-Allow-Origin: * exposes the API to any browser o… packages/deployment/api/config.py:51
INFO MINED065 [MINED065] Cors Wildcard: Access-Control-Allow-Origin: * exposes the API to any browser o… packages/dashboard/middleware/security.…:144
INFO MINED069 [MINED069] Debug True Prod: Django/Flask DEBUG=True or app.debug=True in non-test files. packages/dashboard/docker-compose.yml:60
INFO MINED049 [MINED049] Print Pii: Logging password/token/email/ssn directly to stdout. packages/dashboard/callbacks/__init__.py:264
INFO MINED049 [MINED049] Print Pii: Logging password/token/email/ssn directly to stdout. packages/dashboard/app.py:36
INFO MINED049 [MINED049] Print Pii: Logging password/token/email/ssn directly to stdout. packages/dashboard/api/api_keys.py:13
INFO MINED064 [MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services. packages/dashboard/callbacks/api_monito…:29
INFO MINED064 [MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services. packages/dashboard/callbacks/__init__.py:41
INFO MINED064 [MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services. packages/core/models/cnn/cnn_1d.py:304
INFO MINED062 [MINED062] Python Dataclass No Fields: @dataclass over an empty class — unfinished model. config/model_config.py:22
INFO MINED062 [MINED062] Python Dataclass No Fields: @dataclass over an empty class — unfinished model. config/experiment_config.py:20
INFO MINED062 [MINED062] Python Dataclass No Fields: @dataclass over an empty class — unfinished model. config/base_config.py:26
INFO MINED050 [MINED050] Stub Only Function: Function declared but body is just pass, return None, rais… packages/core/training/callbacks.py:23
Reset to top 5 200 findings available (after auto-suppression of test files + won't-fix)

Issue body (markdown)

## Code-quality scan: `abbas-ahmad-cowlar/LSTM_PFD`

**Score: 90/100 (A)**  ·  237 findings  ·  scanned 2026-06-16 02:50 UTC  ·  105,549 LOC

| Severity | Count |
|---|---|
| CRITICAL | 29 |
| HIGH | 123 |
| MEDIUM | 147 |
| LOW | 33 |

📊 [Full filterable report](https://repobility.com/scan/ab5472af-7289-4dff-bfae-c9a06bc60c61/)  ·  ![scorecard](https://repobility.com/scan/ab5472af-7289-4dff-bfae-c9a06bc60c61/report.png?v=1781578250-s2)

### Top findings

1. **MEDIUM** `MINED111` — Bare except continues silently: Bare `except:` (or `except Exception
   `packages/core/models/pinn/physics_constrained_cnn.py:198` · ✓ Repobility
2. **MEDIUM** `MINED111` — Bare except continues silently: Bare `except:` (or `except Exception
   `packages/core/models/model_factory.py:426` · ✓ Repobility
3. **MEDIUM** `MINED111` — Bare except continues silently: Bare `except:` (or `except Exception
   `packages/core/models/base_model.py:173` · ✓ Repobility
4. **MEDIUM** `MINED111` — Bare except continues silently: Bare `except:` (or `except Exception
   `packages/core/evaluation/pinn_evaluator.py:247` · ✓ Repobility
5. **MEDIUM** `MINED111` — Bare except continues silently: Bare `except:` (or `except Exception
   `packages/core/evaluation/pinn_evaluator.py:181` · ✓ Repobility

---

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