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teng-lin/notebooklm-py

https://github.com/teng-lin/notebooklm-py.git · scanned 2026-05-21 12:05 UTC (2 weeks ago) · 10 languages

675 findings (165 legacy + 510 scanner) 11/13 scanners ran 96th percentile · Python · large (100-500K LoC) Scanner says 88 (higher by 5)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 weeks ago · v2 · 420 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
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 100.0 0.15 15.00
security_score 100.0 0.25 25.00
testing_score 100.0 0.20 20.00
documentation_score 100.0 0.15 15.00
practices_score 89.0 0.15 13.35
code_quality 45.0 0.10 4.50
Overall 1.00 92.8
security_score may be inflated — optional security scanners were skipped on this fast scan
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Scan summary Repository scanned at 87.6/100 with 100.0% coverage. It contains 9045 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 255 findings — concentrated in quality (216), cicd (23), software (11). Risk profile is low: 0 critical, 0 high, 13 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 138 of 420 findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

critical Legacy quality quality conf 1.00 ✓ Repobility [MINED018] Unsafe Deserialization Pickle: pickle.loads / yaml.load (without Loader=SafeLoader) / unmarshal of network/file data — RCE.
Review and fix per the pattern semantics. See CWE-502 / A08:2021 for context.
scripts/rescrub-cassettes.py:178 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED107] Missing import: `email` used but not imported: The file uses `email.something(...)` but never imports `email`. This raises NameError at runtime the first time the line executes.
Add `import email` at the top of the file.
src/notebooklm/cli/services/login.py:83 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED107] Missing import: `email` used but not imported: The file uses `email.something(...)` but never imports `email`. This raises NameError at runtime the first time the line executes.
Add `import email` at the top of the file.
src/notebooklm/_auth/account.py:96 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED107] Missing import: `warnings` used but not imported: The file uses `warnings.something(...)` but never imports `warnings`. This raises NameError at runtime the first time the line executes.
Add `import warnings` at the top of the file.
src/notebooklm/cli/services/source_add.py:131 qualitylegacy
critical Legacy quality quality conf 1.00 [SEC079] Python: yaml.load without SafeLoader: yaml.load() without explicit SafeLoader can execute arbitrary Python objects (CVE-2017-18342). Ported from bandit B506 / dlint DUO109 (Apache-2.0 / BSD-3).
Use `yaml.safe_load(data)` or `yaml.load(data, Loader=yaml.SafeLoader)`.
scripts/rescrub-cassettes.py:178 qualitylegacy
critical Legacy security deserialization conf 1.00 [SEC116] Ruby YAML.load / Marshal.load on untrusted input: `YAML.load` (pre-3.1) and `Marshal.load` instantiate arbitrary Ruby classes — direct RCE on untrusted input. `unsafe_load` is even more dangerous.
Use `YAML.safe_load(input, permitted_classes: [Date])` — explicit class allowlist. Never use `Marshal.load` on untrusted data; serialize as JSON instead.
scripts/rescrub-cassettes.py:178 deserializationlegacy
low Legacy quality quality conf 1.00 ✓ Repobility [MINED001] Bare Except Pass: except: pass or except Exception: pass — silently swallows everything including KeyboardInterrupt and bugs.
Review and fix per the pattern semantics. See CWE-755 / for context.
src/notebooklm/migration.py:162 qualitylegacy
low Legacy quality quality conf 1.00 ✓ Repobility [MINED001] Bare Except Pass: except: pass or except Exception: pass — silently swallows everything including KeyboardInterrupt and bugs.
Review and fix per the pattern semantics. See CWE-755 / for context.
src/notebooklm/cli/completion.py:41 qualitylegacy
low Legacy quality quality conf 1.00 ✓ Repobility [MINED001] Bare Except Pass: except: pass or except Exception: pass — silently swallows everything including KeyboardInterrupt and bugs.
Review and fix per the pattern semantics. See CWE-755 / for context.
docs/examples/notes.py:136 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED006] Overcatch Baseexception: except BaseException: ... — prevents Ctrl+C and SystemExit from working.
Review and fix per the pattern semantics. See CWE-705 / for context.
src/notebooklm/cli/error_handler.py:133 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED006] Overcatch Baseexception: except BaseException: ... — prevents Ctrl+C and SystemExit from working.
Review and fix per the pattern semantics. See CWE-705 / for context.
src/notebooklm/_source_polling.py:161 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED106] Phantom test coverage: test_rpc_method: Test function `test_rpc_method` runs code but contains no assert / expect / should call — it passes regardless of behaviour. Adds line coverage without verifying anything.
Add an explicit assertion that captures the test's intent, or remove the test.
scripts/check_rpc_health.py:311 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED106] Phantom test coverage: test_rpc_method_with_data: Test function `test_rpc_method_with_data` runs code but contains no assert / expect / should call — it passes regardless of behaviour. Adds line coverage without verifying anything.
Add an explicit assertion that captures the test's intent, or remove the test.
scripts/check_rpc_health.py:352 qualitylegacy
high Legacy software dependency conf 0.90 ✓ Repobility [MINED115] Action `actions/cache` pinned to mutable ref `@v5`: `uses: actions/cache@v5` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate.
Replace with: `uses: actions/cache@<40-char-sha> # v5` and let Dependabot bump it on a scheduled cadence.
.github/workflows/nightly.yml:138 dependencylegacy
high Legacy software dependency conf 0.90 ✓ Repobility [MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate.
Replace with: `uses: actions/checkout@<40-char-sha> # v6` and let Dependabot bump it on a scheduled cadence.
.github/workflows/verify-package.yml:32 dependencylegacy
high Legacy software dependency conf 0.90 ✓ Repobility [MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate.
Replace with: `uses: actions/checkout@<40-char-sha> # v6` and let Dependabot bump it on a scheduled cadence.
.github/workflows/nightly.yml:104 dependencylegacy
high Legacy software dependency conf 0.90 ✓ Repobility [MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate.
Replace with: `uses: actions/checkout@<40-char-sha> # v6` and let Dependabot bump it on a scheduled cadence.
.github/workflows/claude.yml:41 dependencylegacy
high Legacy software dependency conf 0.90 ✓ Repobility [MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate.
Replace with: `uses: actions/checkout@<40-char-sha> # v6` and let Dependabot bump it on a scheduled cadence.
.github/workflows/dependency-audit.yml:28 dependencylegacy
high Legacy software dependency conf 0.90 ✓ Repobility [MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate.
Replace with: `uses: actions/checkout@<40-char-sha> # v6` and let Dependabot bump it on a scheduled cadence.
.github/workflows/rpc-health.yml:32 dependencylegacy
high Legacy software dependency conf 0.90 ✓ Repobility [MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate.
Replace with: `uses: actions/checkout@<40-char-sha> # v6` and let Dependabot bump it on a scheduled cadence.
.github/workflows/codeql.yml:21 dependencylegacy
high Legacy software dependency conf 0.90 ✓ Repobility [MINED115] Action `actions/setup-python` pinned to mutable ref `@v6`: `uses: actions/setup-python@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate.
Replace with: `uses: actions/setup-python@<40-char-sha> # v6` and let Dependabot bump it on a scheduled cadence.
.github/workflows/verify-package.yml:35 dependencylegacy
high Legacy software dependency conf 0.90 ✓ Repobility [MINED115] Action `actions/setup-python` pinned to mutable ref `@v6`: `uses: actions/setup-python@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate.
Replace with: `uses: actions/setup-python@<40-char-sha> # v6` and let Dependabot bump it on a scheduled cadence.
.github/workflows/nightly.yml:109 dependencylegacy
high Legacy software dependency conf 0.90 ✓ Repobility [MINED115] Action `actions/setup-python` pinned to mutable ref `@v6`: `uses: actions/setup-python@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate.
Replace with: `uses: actions/setup-python@<40-char-sha> # v6` and let Dependabot bump it on a scheduled cadence.
.github/workflows/rpc-health.yml:35 dependencylegacy
high Legacy software dependency conf 0.90 ✓ Repobility [MINED115] Action `actions/upload-artifact` pinned to mutable ref `@v7`: `uses: actions/upload-artifact@v7` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate.
Replace with: `uses: actions/upload-artifact@<40-char-sha> # v7` and let Dependabot bump it on a scheduled cadence.
.github/workflows/rpc-health.yml:217 dependencylegacy
high Legacy software dependency conf 0.90 ✓ Repobility [MINED115] Action `astral-sh/setup-uv` pinned to mutable ref `@v7`: `uses: astral-sh/setup-uv@v7` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate.
Replace with: `uses: astral-sh/setup-uv@<40-char-sha> # v7` and let Dependabot bump it on a scheduled cadence.
.github/workflows/dependency-audit.yml:29 dependencylegacy
high Legacy software dependency conf 0.90 ✓ Repobility [MINED115] Action `github/codeql-action/analyze` pinned to mutable ref `@v4`: `uses: github/codeql-action/analyze@v4` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate.
Replace with: `uses: github/codeql-action/analyze@<40-char-sha> # v4` and let Dependabot bump it on a scheduled cadence.
.github/workflows/codeql.yml:38 dependencylegacy
high Legacy software dependency conf 0.90 ✓ Repobility [MINED115] Action `github/codeql-action/init` pinned to mutable ref `@v4`: `uses: github/codeql-action/init@v4` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate.
Replace with: `uses: github/codeql-action/init@<40-char-sha> # v4` and let Dependabot bump it on a scheduled cadence.
.github/workflows/codeql.yml:24 dependencylegacy
high Legacy software dependency conf 0.90 ✓ Repobility [MINED131] pre-commit hook `https://github.com/astral-sh/ruff-pre-commit` pinned to mutable rev `v0.15.12`: `.pre-commit-config.yaml` references `https://github.com/astral-sh/ruff-pre-commit` at `rev: v0.15.12`. If `{rev}` is a branch or version tag, the repo owner can push new code there and `pre-commit install --install-hooks` will fetch it on every developer's machine.
Pin to a commit SHA: `rev: <40-char-sha>` and bump it through `pre-commit autoupdate` (which writes to PRs that are reviewed).
.pre-commit-config.yaml:2 dependencylegacy
high Legacy security injection conf 1.00 [SEC103] LDAP injection — non-constant search filter: User input concatenated into an LDAP search filter. Attackers inject `*)(uid=*` style payloads to bypass auth or enumerate accounts.
Escape with javax.naming.ldap.Rdn.escapeValue or equivalent. For python-ldap, use ldap.filter.escape_filter_chars. Better: use parameterized search APIs (Spring LdapTemplate filter encoders).
src/notebooklm/cli/skill.py:51 injectionlegacy
high Legacy security injection conf 1.00 [SEC103] LDAP injection — non-constant search filter: User input concatenated into an LDAP search filter. Attackers inject `*)(uid=*` style payloads to bypass auth or enumerate accounts.
Escape with javax.naming.ldap.Rdn.escapeValue or equivalent. For python-ldap, use ldap.filter.escape_filter_chars. Better: use parameterized search APIs (Spring LdapTemplate filter encoders).
src/notebooklm/_artifact_formatters.py:35 injectionlegacy
medium Legacy security auth conf 0.92 [AUC001] No Repobility access matrix policy found: The repository uses web/API frameworks but does not define .repobility/access.yml or equivalent authorization documentation.
Add .repobility/access.yml mapping routes to anonymous, authenticated, owner, admin, and super_admin. Keep business-specific rules in the repo so CI can enforce them.
authlegacy
medium Legacy quality error_handling conf 1.00 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG level.
Log the error: `except Exception: logger.debug('cleanup failed', exc_info=True)`. Or handle specific exception types.
src/notebooklm/cli/completion.py:41 error_handlinglegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
docs/examples/bulk-import.py:75 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
docs/examples/bulk-import.py:64 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
docs/examples/notes.py:152 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
docs/examples/chat.py:102 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
scripts/diagnose_get_notebook.py:130 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
scripts/check_rpc_health.py:941 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
scripts/check_rpc_health.py:925 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
scripts/check_rpc_health.py:909 qualitylegacy
high Legacy quality quality conf 1.00 ✓ Repobility [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose.
Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling.
scripts/check_rpc_health.py:950 qualitylegacy
medium Legacy quality quality conf 1.00 [SEC134] AI scaffold leftover — Lorem ipsum / example.com / John Doe in code: Lorem ipsum / John Doe / example.com left in non-test code. AI agents emit these as 'reasonable defaults' when they don't know real values; the human then forgets to swap them. In production, these break demo flows, send mail to a real example.com host (it's owned by IANA), and leak that the codebase had an AI scaffolding pass.
Move dummy values to fixtures / seed files. In application code, require these to come from config or fail closed. Add a CI grep that rejects 'lorem ipsum' and 'example.com' outside test files.
src/notebooklm/_sharing.py:30 qualitylegacy
medium Legacy quality quality conf 1.00 [SEC136] AI-typical over-broad exception handler swallowing all errors: Catch-all exception block that silently returns success or no-ops. AI agents reach for this pattern when a flaky test or an unfamiliar API throws — wrap, swallow, return success. Real bugs are masked, observability is destroyed, and callers think the operation worked. CWE-396 (improperly-generalized exception). Distinct from intentional fallback because there's no log line and the success value is fabricated.
Catch the specific exception type, log at error level with full exception info, and return a failure-shaped result. If the operation is genuinely best-effort, log at warning and document why in a comment so the next reader (or scanner) knows.
src/notebooklm/cli/completion.py:24 qualitylegacy
medium Legacy quality quality conf 0.78 Public web service has no security.txt
Add /.well-known/security.txt with Contact, Expires, Canonical, Preferred-Languages, and Policy fields. Keep the contact endpoint monitored.
.well-known/security.txt qualitylegacy
medium 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
github/codeql-action/init@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/codeql.yml:24 supply-chaingithub-actionspinned-dependencies
medium 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
github/codeql-action/analyze@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/codeql.yml:38 supply-chaingithub-actionspinned-dependencies
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/claude.yml supply-chaingithub-actionsleast-privilege
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/publish.yml supply-chaingithub-actionsleast-privilege
medium 9-layer security owasp conf 1.00 Insecure pattern 'subprocess_shell_true' in src/notebooklm/_auth/refresh.py:342
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
src/notebooklm/_auth/refresh.py:342 owaspsubprocess_shell_true
medium 9-layer quality integrity conf 1.00 Network/subprocess call without timeout or try/except — src/notebooklm/_auth/refresh.py:260
`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 — src/notebooklm/cli/note.py:398
`subprocess.check_output(...)` 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 — src/notebooklm/cli/session.py:286
`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
low Legacy quality quality conf 1.00 [SEC132] String concat where the language has interpolation (AI style drift): String built by concatenation where the language has cleaner interpolation (Python f-strings since 3.6, JS template literals since ES6). Not a vulnerability on its own, but a style signature of cross-language AI rewrites — the model wrote idiomatic Java/C# and then translated mechanically. When this style appears in only *some* files of a repo, it's a strong indicator of an AI-driven rewrite that needs a human review p
Python: `f"prefix {var} suffix"`. JS/TS: `` `prefix ${var} suffix` ``. Add a lint rule (pyupgrade UP032, eslint prefer-template) so future PRs catch this automatically.
scripts/check_ci_install_parity.py:187 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Extract the shared behavior into one function/module or delete the inactive duplicate after proving which path is used.
src/notebooklm/types.py:114 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Extract the shared behavior into one function/module or delete the inactive duplicate after proving which path is used.
src/notebooklm/types.py:66 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Extract the shared behavior into one function/module or delete the inactive duplicate after proving which path is used.
src/notebooklm/rpc/__init__.py:62 qualitylegacy
high Legacy quality quality conf 0.86 Duplicated implementation block across source files
Extract the shared behavior into one function/module or delete the inactive duplicate after proving which path is used.
scripts/check_workflow_secret_gates.py:98 qualitylegacy
high Legacy quality quality conf 0.62 Source file name looks like an AI patch artifact
Rename it to the domain concept it implements or merge it into the existing module it was meant to change.
src/notebooklm/cli/services/source_clean.py:1 qualitylegacy
low 9-layer quality integrity conf 1.00 18 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `APPDATA`, `LOCALAPPDATA`, `NOTEBOOKLM_AUTH_JSON`, `NOTEBOOKLM_BASE_URL`, `NOTEBOOKLM_BL`, `NOTEBOOKLM_DEBUG`, `NOTEBOOKLM_DEBUG_RPC`, `NOTEBOOKLM_GENERATION_NOTEBOOK_ID` + 10 more. Add them (with a placeholder/comment) to .env.example so onboardin…
integrityconfig-drift
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: src/notebooklm/__main__.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: src/notebooklm/config.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: src/notebooklm/io.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: src/notebooklm/log.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: src/notebooklm/urls.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/setup-python@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/rpc-health.yml:35 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/upload-artifact@v7 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/rpc-health.yml:217 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/claude.yml:41 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@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/nightly.yml:109 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/cache@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/nightly.yml:138 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@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/verify-package.yml:35 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@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/verify-artifacts.yml:29 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@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/publish.yml:25 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/upload-artifact@v7 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/publish.yml:58 supply-chaingithub-actionspinned-dependencies
low 9-layer cicd supply-chain conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/download-artifact@v7 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/publish.yml:103 supply-chaingithub-actionspinned-dependencies
low 9-layer quality integrity conf 1.00 Legacy-named symbol `_merge_cookies_legacy` in src/notebooklm/_auth/storage.py:402
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `_merge_cookies_legacy` in src/notebooklm/auth.py:87
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `audio_old` in tests/unit/cli/test_download.py:277
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `cookie_is_old` in tests/unit/test_concurrency_refresh_race.py:457
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `csrf_v2` in tests/unit/test_auth_account.py:305
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `has_legacy` in src/notebooklm/cli/doctor.py:51
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `jar_copy` in src/notebooklm/_cookie_persistence.py:84
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `nb_old` in tests/unit/cli/test_helpers.py:464
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `nb_old` in tests/unit/test_chat_history.py:240
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `NEW_ID_v2` in tests/unit/test_rpc_overrides.py:216
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `root_old` in tests/unit/test_auth_cookie_policy.py:960
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `test_partial_legacy` in tests/unit/test_migration.py:97
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `test_snapshot_returns_defensive_copy` in tests/unit/test_client_metrics.py:68
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Legacy-named symbol `TestWaitForCompletionDeprecated` in tests/integration/test_artifacts_integration.py:2638
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
integritylegacy-markerdead-code
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/check_rpc_health.py:extract_id_recursive, scripts/check_rpc_health.py:extract_id 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: scripts/check_workflow_permissions.py:main, scripts/check_workflow_secret_gates.py:main 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: src/notebooklm/_artifact_downloads.py:download_slide_deck, src/notebooklm/_artifacts.py:download_slide_deck 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…
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: src/notebooklm/_artifact_downloads.py:download_urls_batch, src/notebooklm/_artifact_downloads.py:download_url This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document w…
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: src/notebooklm/_artifacts.py:list_flashcards, src/notebooklm/_artifacts.py:list_flashcards 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: src/notebooklm/_artifacts.py:generate_report, src/notebooklm/_artifacts.py:generate_report 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: src/notebooklm/_artifacts.py:generate_quiz, src/notebooklm/_artifacts.py:generate_flashcards 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 separa…
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: src/notebooklm/_artifacts.py:revise_slide, src/notebooklm/_artifact_generation.py:revise_slide 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 sepa…
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: src/notebooklm/_artifacts.py:export_report, src/notebooklm/_artifacts.py:export 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: src/notebooklm/_chat.py:save_answer_as_note, src/notebooklm/_notes.py:create_from_chat 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: src/notebooklm/_chat_protocol.py:authuser, src/notebooklm/_session_contracts.py:authuser 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: src/notebooklm/_kernel.py:http_client, src/notebooklm/_kernel.py:http_client 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: src/notebooklm/_sources.py:add_url, src/notebooklm/_source_add.py:add_url 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: src/notebooklm/_sources.py:add_text, src/notebooklm/_source_add.py:add_text 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: src/notebooklm/_sources.py:get_fulltext, src/notebooklm/_source_content.py:get_fulltext 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 3 places
Functions with the same first-5-line body hash: src/notebooklm/_artifacts.py:list_quizzes, src/notebooklm/_artifacts.py:list, src/notebooklm/_artifacts.py:list_quizzes 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 4 places
Functions with the same first-5-line body hash: scripts/check_rpc_health.py:make_rpc_request, scripts/check_rpc_health.py:make_rpc_call, scripts/check_rpc_health.py:test_rpc_method, scripts/check_rpc_health.py:test_rpc_method_with_data This is *the* AI-coder failure mode (4× more duplication in vi…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: src/notebooklm/_artifact_downloads.py:download_quiz, src/notebooklm/_artifact_downloads.py:download_flashcards, src/notebooklm/_artifacts.py:download_quiz, src/notebooklm/_artifacts.py:download_flashcards This is *the* AI-coder failure mode (4× more …
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 6 places
Functions with the same first-5-line body hash: src/notebooklm/_artifact_downloads.py:download_report, src/notebooklm/_artifact_downloads.py:download_mind_map, src/notebooklm/_artifact_downloads.py:download_data_table, src/notebooklm/_artifacts.py:download_report This is *the* AI-coder failure mod…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 7 places
Functions with the same first-5-line body hash: src/notebooklm/_artifacts.py:generate_audio, src/notebooklm/_artifacts.py:generate_video, src/notebooklm/_artifacts.py:generate_cinematic_video, src/notebooklm/_artifacts.py:generate_infographic This is *the* AI-coder failure mode (4× more duplicatio…
integrityduplicatedry
low 9-layer software dead-code conf 1.00 Possibly dead Python function: authuser_header
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/notebooklm/_session.py:891 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: decorator
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/notebooklm/cli/options.py:179 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: export_data_table
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/notebooklm/_artifacts.py:941 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: format_commands
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/notebooklm/cli/grouped.py:64 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: live_cookies
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/notebooklm/_session.py:894 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: wrapped
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/notebooklm/_middleware.py:213 dead-code
low 9-layer quality complexity conf 1.00 Very large file: src/notebooklm/_session.py (1454 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/notebooklm/cli/services/login.py (1336 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/notebooklm/cli/session.py (1665 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/notebooklm/cli/source.py (1370 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: tests/integration/test_artifacts_integration.py (2791 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: tests/integration/test_sources_integration.py (2830 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: tests/unit/cli/test_artifact.py (1310 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: tests/unit/cli/test_auth_subcommands.py (1401 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: tests/unit/cli/test_download.py (1824 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: tests/unit/cli/test_generate.py (2359 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: tests/unit/cli/test_helpers.py (1373 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: tests/unit/cli/test_login.py (1128 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: tests/unit/cli/test_source.py (3021 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: tests/unit/test_auth_cookie_policy.py (1388 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: tests/unit/test_auth_cookie_save_race.py (1799 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: tests/unit/test_chat_characterization.py (2215 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: tests/unit/test_sources_upload.py (1630 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: tests/unit/test_types.py (1739 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low Legacy quality quality conf 1.00 ✓ Repobility [MINED043] Http Not Https: Hardcoded http:// (not localhost) for endpoints that handle credentials or data.
Review and fix per the pattern semantics. See CWE-319 / A02:2021 for context.
src/notebooklm/research.py:58 qualitylegacy
low Legacy quality quality conf 1.00 ✓ Repobility [MINED043] Http Not Https: Hardcoded http:// (not localhost) for endpoints that handle credentials or data.
Review and fix per the pattern semantics. See CWE-319 / A02:2021 for context.
src/notebooklm/cli/services/source_add.py:113 qualitylegacy
low Legacy quality quality conf 1.00 ✓ Repobility [MINED049] Print Pii: Logging password/token/email/ssn directly to stdout.
Review and fix per the pattern semantics. See CWE-532 / A09:2021 for context.
scripts/diagnose_get_notebook.py:140 qualitylegacy
low Legacy quality quality conf 1.00 ✓ Repobility [MINED062] Python Dataclass No Fields: @dataclass over an empty class — unfinished model.
Review and fix per the pattern semantics.
src/notebooklm/_request_types.py:67 qualitylegacy
low Legacy quality quality conf 1.00 ✓ Repobility [MINED062] Python Dataclass No Fields: @dataclass over an empty class — unfinished model.
Review and fix per the pattern semantics.
src/notebooklm/_middleware.py:40 qualitylegacy
low Legacy quality quality conf 1.00 ✓ Repobility [MINED062] Python Dataclass No Fields: @dataclass over an empty class — unfinished model.
Review and fix per the pattern semantics.
scripts/check_ci_install_parity.py:47 qualitylegacy
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