AI review of these findings

Findings in files this artifact installs stand as reported; a model re-read the rest and said which ones it believes are false positives. This is a second opinion published beside the evidence, not a correction to it: the per-scanner reports above are unchanged, every dismissed finding is still listed there at its original severity, and the score and the Flagged badge are computed from those raw severities alone. Nothing below moved them.

Upheld as real

943

Dismissed as false positives

Not reviewed

Out of 952 findings across every scanner that examined this package. None of the 30 findings rated critical by their scanner were dismissed.

Why those were dismissed

Two keys had to turn. The model had to name a reason from a fixed list of six, and a deterministic check of ours — over which files this artifact actually installs — had to independently agree. Anything it could not corroborate is in “not reviewed” above, at full severity.

9 Test or fixture file — The match is in a test or fixture. Our own check confirmed the file is not part of what gets installed.
Rules: BYTECODE_NO_SOURCE, LOW_ANALYZABILITY, PYCACHE_FILES_DETECTED and 3 more · Files: /repo/tests/test_translation/__pycache__/test_translate_evaluate.cpython-311.pyc, /repo/tests/test_translation, /repo/tests/test_translation/__pycache__ and 2 more · reported by cisco-skill-scanner

In installed code — never dismissed

These findings are in files this artifact installs and are not placeholder values. No false-positive basis can be corroborated for such a finding, so this review never dismisses one; they were not sent to the model and stand at their scanner's severity.

9 PYCACHE_FILES_DETECTED
Files: /repo/src/translation/modules/__pycache__, /repo/src/translation/optimizers/__pycache__, /repo/src/translation/evaluate/__pycache__ and 6 more · reported by cisco-skill-scanner
7 UNANALYZABLE_BINARY
Files: /repo/resources/dirty_data/original-18-36.pdf, /repo/resources/dirty_data/translated-18-36.pdf, /repo/wandb/run-20260324_004159-kh7qt2ue/run-kh7qt2ue.wandb and 2 more · reported by cisco-skill-scanner
6 BYTECODE_NO_SOURCE
Files: /repo/__pycache__/d.cpython-311.pyc, /repo/src/translation/evaluate/__pycache__/evaluate_translation.cpython-311.pyc, /repo/src/translation/evaluate/__pycache__/__main__.cpython-311.pyc and 3 more · reported by cisco-skill-scanner
6 FILE_MAGIC_MISMATCH
Files: /repo/wandb/offline-run-20260324_003711-a7w8p7hl/files/requirements.txt, /repo/wandb/run-20260324_004159-kh7qt2ue/files/requirements.txt, /repo/wandb/run-20260324_004858-61qvehn3/files/requirements.txt and 2 more · reported by cisco-skill-scanner
6 GHSA-2f96-g7mh-g2hx
Files: /repo/wandb/offline-run-20260324_003711-a7w8p7hl/files/requirements.txt, /repo/wandb/run-20260324_004159-kh7qt2ue/files/requirements.txt, /repo/wandb/run-20260324_004858-61qvehn3/files/requirements.txt and 3 more · reported by osv-scanner, trivy
6

Upheld — the review declined to dismiss these

The model could have called any of these a false positive and did not.

3 CVE-2026-69248
Files: wandb/offline-run-20260324_003711-a7w8p7hl/files/requirements.txt, wandb/run-20260324_004159-kh7qt2ue/files/requirements.txt, wandb/run-20260324_004858-61qvehn3/files/requirements.txt · reported by trivy

What the review concluded

Critical vulnerabilities found in dependencies, posing significant risk.

The artifact contains multiple critical vulnerabilities in its dependencies, as identified by `osv-scanner` and `trivy`. These vulnerabilities are present in the `requirements.txt` files within the `wandb` directories. Such issues can lead to remote code execution, denial of service, or information disclosure, potentially enabling shell execution or credential access. Immediate attention is required to mitigate these risks.

Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.

What to look at

PYSEC-2026-2102 · /repo/wandb/offline-run-20260324_003711-a7w8p7hl/files/requirements.txt · critical · reported by osv-scanner
PYSEC-2026-2161 · /repo/wandb/offline-run-20260324_003711-a7w8p7hl/files/requirements.txt · critical · reported by osv-scanner
PYSEC-2026-2290 · /repo/wandb/offline-run-20260324_003711-a7w8p7hl/files/requirements.txt · critical · reported by osv-scanner
PYSEC-2026-36 · /repo/wandb/offline-run-20260324_003711-a7w8p7hl/files/requirements.txt · critical · reported by osv-scanner
PYSEC-2026-388 · /repo/wandb/offline-run-20260324_003711-a7w8p7hl/files/requirements.txt · critical · reported by osv-scanner
PYSEC-2026-390 · /repo/wandb/offline-run-20260324_003711-a7w8p7hl/files/requirements.txt · critical · reported by osv-scanner

Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.

AI review of these findings

Upheld as real

943

Dismissed as false positives

Not reviewed

Out of 952 findings across every scanner that examined this package. None of the 30 findings rated critical by their scanner were dismissed.

Why those were dismissed

9 Test or fixture file — The match is in a test or fixture. Our own check confirmed the file is not part of what gets installed.
Rules: BYTECODE_NO_SOURCE, LOW_ANALYZABILITY, PYCACHE_FILES_DETECTED and 3 more · Files: /repo/tests/test_translation/__pycache__/test_translate_evaluate.cpython-311.pyc, /repo/tests/test_translation, /repo/tests/test_translation/__pycache__ and 2 more · reported by cisco-skill-scanner

In installed code — never dismissed

9 PYCACHE_FILES_DETECTED
Files: /repo/src/translation/modules/__pycache__, /repo/src/translation/optimizers/__pycache__, /repo/src/translation/evaluate/__pycache__ and 6 more · reported by cisco-skill-scanner
7 UNANALYZABLE_BINARY
Files: /repo/resources/dirty_data/original-18-36.pdf, /repo/resources/dirty_data/translated-18-36.pdf, /repo/wandb/run-20260324_004159-kh7qt2ue/run-kh7qt2ue.wandb and 2 more · reported by cisco-skill-scanner
6 BYTECODE_NO_SOURCE
Files: /repo/__pycache__/d.cpython-311.pyc, /repo/src/translation/evaluate/__pycache__/evaluate_translation.cpython-311.pyc, /repo/src/translation/evaluate/__pycache__/__main__.cpython-311.pyc and 3 more · reported by cisco-skill-scanner
6 FILE_MAGIC_MISMATCH
Files: /repo/wandb/offline-run-20260324_003711-a7w8p7hl/files/requirements.txt, /repo/wandb/run-20260324_004159-kh7qt2ue/files/requirements.txt, /repo/wandb/run-20260324_004858-61qvehn3/files/requirements.txt and 2 more · reported by cisco-skill-scanner
6 GHSA-2f96-g7mh-g2hx
Files: /repo/wandb/offline-run-20260324_003711-a7w8p7hl/files/requirements.txt, /repo/wandb/run-20260324_004159-kh7qt2ue/files/requirements.txt, /repo/wandb/run-20260324_004858-61qvehn3/files/requirements.txt and 3 more · reported by osv-scanner, trivy
6

Upheld — the review declined to dismiss these

The model could have called any of these a false positive and did not.

3 CVE-2026-69248
Files: wandb/offline-run-20260324_003711-a7w8p7hl/files/requirements.txt, wandb/run-20260324_004159-kh7qt2ue/files/requirements.txt, wandb/run-20260324_004858-61qvehn3/files/requirements.txt · reported by trivy

What the review concluded

Critical vulnerabilities found in dependencies, posing significant risk.

Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.

What to look at

PYSEC-2026-2102 · /repo/wandb/offline-run-20260324_003711-a7w8p7hl/files/requirements.txt · critical · reported by osv-scanner
PYSEC-2026-2161 · /repo/wandb/offline-run-20260324_003711-a7w8p7hl/files/requirements.txt · critical · reported by osv-scanner
PYSEC-2026-2290 · /repo/wandb/offline-run-20260324_003711-a7w8p7hl/files/requirements.txt · critical · reported by osv-scanner
PYSEC-2026-36 · /repo/wandb/offline-run-20260324_003711-a7w8p7hl/files/requirements.txt · critical · reported by osv-scanner
PYSEC-2026-388 · /repo/wandb/offline-run-20260324_003711-a7w8p7hl/files/requirements.txt · critical · reported by osv-scanner
PYSEC-2026-390 · /repo/wandb/offline-run-20260324_003711-a7w8p7hl/files/requirements.txt · critical · reported by osv-scanner

Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.

jb2002a/wissenschaft-ai

Install

Per-scanner reports

Scanners that examined this package (6)

cisco-skill-scanner

agent-audit-kit

nerlo-skill-scanner (behavioral)

nerlo-skill-scanner (install-doc)

trivy

osv-scanner

Scanners that did not run on this package (5)

agentshield

capslock

nerlo-multi-source

trivy (image)

govulncheck

AI review of these findings

Why those were dismissed

In installed code — never dismissed

Upheld — the review declined to dismiss these

What the review concluded

What to look at

Scan history

AI review of these findings

Why those were dismissed

In installed code — never dismissed

Upheld — the review declined to dismiss these

What the review concluded

What to look at

Install

Per-scanner reports

Scanners that examined this package (6)

cisco-skill-scanner

agent-audit-kit

nerlo-skill-scanner (behavioral)

nerlo-skill-scanner (install-doc)

trivy

osv-scanner

Scanners that did not run on this package (5)

agentshield

capslock

nerlo-multi-source

trivy (image)

govulncheck

Composite scoreOne view among many — the per-scanner reports above are primaryFlagged30

AI review of these findings

Why those were dismissed

In installed code — never dismissed

Upheld — the review declined to dismiss these

What the review concluded

What to look at

Scan history

AI review of these findings

Why those were dismissed

In installed code — never dismissed

Upheld — the review declined to dismiss these

What the review concluded

What to look at