skydr4g0n-it/joiabagur-pv · Nerlo

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: 134
Dismissed as false positives: 10
Not reviewed: 449

Out of 593 findings across every scanner that examined this package. 2 of 3 findings rated critical by their scanner were among the dismissals.

Not reviewed is not the same as clean. Those 449 findings stand exactly as their scanners reported them, at full severity, as they would have without this review.

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.

6 CI or editor configuration — The match is in build, CI or editor configuration, confirmed by our own check to be outside the installed artifact.
Rules: AAK-GHA-IMMUTABLE-001 · Files: .github/workflows/deploy-frontend-aws.yml, .github/workflows/deploy-aws-ec2.yml, .github/workflows/test-backend.yml and 1 more · reported by agent-audit-kit
4 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: COMMAND_INJECTION_EVAL, FILE_MAGIC_MISMATCH · Files: /repo/frontend/src/test/tensorflow-mock.ts, /repo/frontend/e2e/auth.spec.ts · reported by cisco-skill-scanner

Upheld — the review declined to dismiss these

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

13 HIDDEN_EXECUTABLE_SCRIPT
Files: /repo/frontend/.vite/deps/react-dom_client.js, /repo/frontend/.vite/deps/react_jsx-dev-runtime.js, /repo/frontend/.vite/deps/next-themes.js and 4 more · reported by cisco-skill-scanner
2 AAK-LEGAL-002
Files: frontend/package.json, frontend/.vite/deps/package.json · reported by agent-audit-kit
2 GHSA-23c5-xmqv-rm74
Files: /repo/frontend/package-lock.json · reported by osv-scanner
2 GHSA-3jxr-9vmj-r5cp
Files: /repo/frontend/package-lock.json · reported by osv-scanner
2 GHSA-3ppc-4f35-3m26
Files: /repo/frontend/package-lock.json · reported by osv-scanner
2 GHSA-7r86-cg39-jmmj
Files: /repo/frontend/package-lock.json · reported by osv-scanner

Not reviewed

417 The review budget for this scan was already spent before these findings were reached.
Rules: GHSA-wrjc-x8rr-h8h6, GHSA-2j2x-hqr9-3h42, CVE-2026-40175 and 27 more · Files: /repo/frontend/package-lock.json, frontend/package-lock.json, backend/scripts/ml-training/requirements.txt and 208 more · reported by osv-scanner, trivy, cisco-skill-scanner and 1 more
25 The review call did not complete.
Rules: GHSA-c2c7-rcm5-vvqj, GHSA-2v37-7h3g-55p8, GHSA-q8qp-cvcw-x6jj and 21 more · Files: /repo/frontend/package-lock.json, frontend/package-lock.json, backend/scripts/ml-training/requirements.txt and 4 more · reported by osv-scanner, trivy, cisco-skill-scanner
6 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: DATA_EXFIL_JS_NETWORK · Files: /repo/frontend/.vite/deps/react-router-dom.js, /repo/frontend/src/services/image-recognition.service.ts · reported by cisco-skill-scanner
1 The model did not answer for these findings.
Rules: GHSA-pmwg-cvhr-8vh7 · Files: /repo/frontend/package-lock.json · reported by osv-scanner

What the review concluded

Critical vulnerability and high-severity risks identified.

A critical vulnerability is present in a frontend dependency, posing a significant security risk. High-severity findings include potential credential access in `image-recognition.service.ts`, hidden executable scripts within frontend dependencies indicating shell execution capabilities, and other high-severity issues across various files. Additionally, parts of the code exhibit low analyzability, which may obscure further security concerns.

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

What to look at

GHSA-5xrq-8626-4rwp · /repo/frontend/package-lock.json · critical · reported by osv-scanner
AAK-SECRET-004 · frontend/src/services/image-recognition.service.ts · high · reported by agent-audit-kit
LOW_ANALYZABILITY · /repo · high · reported by cisco-skill-scanner
PROMPT_INJECTION_IGNORE_INSTRUCTIONS · /repo/Documentos/Sesiones Master AIEng/S4_Productos_IA_avanzados/SKILL.md · high · reported by cisco-skill-scanner
LOW_ANALYZABILITY · /repo/frontend · high · reported by cisco-skill-scanner
HIDDEN_EXECUTABLE_SCRIPT · /repo/frontend/.vite/deps/chunk-ANYMWHWL.js · high · reported by cisco-skill-scanner
HIDDEN_EXECUTABLE_SCRIPT · /repo/frontend/.vite/deps/chunk-ANYMWHWL.js · high · reported by cisco-skill-scanner

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

Scan history

1 scan on record. Every scan's full results are retained immutably for 24 months.

Completed	Composite	Change	Scanners	Status
Aug 20, 2026	Flagged37	—	agentshield: completecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicablenerlo-multi-source ·n/a: not applicabletrivy: completeosv-scanner: completetrivy_image ·n/a: not applicablegovulncheck ·n/a: not applicable	completed

Per-scanner history:

AI review of these findings

Upheld as real: 134
Dismissed as false positives: 10
Not reviewed: 449

Out of 593 findings across every scanner that examined this package. 2 of 3 findings rated critical by their scanner were among the dismissals.

Not reviewed is not the same as clean. Those 449 findings stand exactly as their scanners reported them, at full severity, as they would have without this review.

Why those were dismissed

6 CI or editor configuration — The match is in build, CI or editor configuration, confirmed by our own check to be outside the installed artifact.
Rules: AAK-GHA-IMMUTABLE-001 · Files: .github/workflows/deploy-frontend-aws.yml, .github/workflows/deploy-aws-ec2.yml, .github/workflows/test-backend.yml and 1 more · reported by agent-audit-kit
4 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: COMMAND_INJECTION_EVAL, FILE_MAGIC_MISMATCH · Files: /repo/frontend/src/test/tensorflow-mock.ts, /repo/frontend/e2e/auth.spec.ts · reported by cisco-skill-scanner

Upheld — the review declined to dismiss these

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

13 HIDDEN_EXECUTABLE_SCRIPT
Files: /repo/frontend/.vite/deps/react-dom_client.js, /repo/frontend/.vite/deps/react_jsx-dev-runtime.js, /repo/frontend/.vite/deps/next-themes.js and 4 more · reported by cisco-skill-scanner
2 AAK-LEGAL-002
Files: frontend/package.json, frontend/.vite/deps/package.json · reported by agent-audit-kit
2 GHSA-23c5-xmqv-rm74
Files: /repo/frontend/package-lock.json · reported by osv-scanner
2 GHSA-3jxr-9vmj-r5cp
Files: /repo/frontend/package-lock.json · reported by osv-scanner
2 GHSA-3ppc-4f35-3m26
Files: /repo/frontend/package-lock.json · reported by osv-scanner
2 GHSA-7r86-cg39-jmmj
Files: /repo/frontend/package-lock.json · reported by osv-scanner

Not reviewed

417 The review budget for this scan was already spent before these findings were reached.
Rules: GHSA-wrjc-x8rr-h8h6, GHSA-2j2x-hqr9-3h42, CVE-2026-40175 and 27 more · Files: /repo/frontend/package-lock.json, frontend/package-lock.json, backend/scripts/ml-training/requirements.txt and 208 more · reported by osv-scanner, trivy, cisco-skill-scanner and 1 more
25 The review call did not complete.
Rules: GHSA-c2c7-rcm5-vvqj, GHSA-2v37-7h3g-55p8, GHSA-q8qp-cvcw-x6jj and 21 more · Files: /repo/frontend/package-lock.json, frontend/package-lock.json, backend/scripts/ml-training/requirements.txt and 4 more · reported by osv-scanner, trivy, cisco-skill-scanner
6 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: DATA_EXFIL_JS_NETWORK · Files: /repo/frontend/.vite/deps/react-router-dom.js, /repo/frontend/src/services/image-recognition.service.ts · reported by cisco-skill-scanner
1 The model did not answer for these findings.
Rules: GHSA-pmwg-cvhr-8vh7 · Files: /repo/frontend/package-lock.json · reported by osv-scanner

What the review concluded

Critical vulnerability and high-severity risks identified.

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

What to look at

GHSA-5xrq-8626-4rwp · /repo/frontend/package-lock.json · critical · reported by osv-scanner
AAK-SECRET-004 · frontend/src/services/image-recognition.service.ts · high · reported by agent-audit-kit
LOW_ANALYZABILITY · /repo · high · reported by cisco-skill-scanner
PROMPT_INJECTION_IGNORE_INSTRUCTIONS · /repo/Documentos/Sesiones Master AIEng/S4_Productos_IA_avanzados/SKILL.md · high · reported by cisco-skill-scanner
LOW_ANALYZABILITY · /repo/frontend · high · reported by cisco-skill-scanner
HIDDEN_EXECUTABLE_SCRIPT · /repo/frontend/.vite/deps/chunk-ANYMWHWL.js · high · reported by cisco-skill-scanner
HIDDEN_EXECUTABLE_SCRIPT · /repo/frontend/.vite/deps/chunk-ANYMWHWL.js · high · reported by cisco-skill-scanner

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

skydr4g0n-it/joiabagur-pv

Install

Per-scanner reports

Scanners that examined this package (7)

agentshield

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 (4)

capslock

nerlo-multi-source

trivy (image)

govulncheck

AI review of these findings

Why those were dismissed

Upheld — the review declined to dismiss these

Not reviewed

What the review concluded

What to look at

Scan history

AI review of these findings

Why those were dismissed

Upheld — the review declined to dismiss these

Not reviewed

What the review concluded

What to look at

Install

Per-scanner reports

Scanners that examined this package (7)

agentshield

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 (4)

capslock

nerlo-multi-source

trivy (image)

govulncheck

Composite scoreOne view among many — the per-scanner reports above are primaryFlagged37

AI review of these findings

Why those were dismissed

Upheld — the review declined to dismiss these

Not reviewed

What the review concluded

What to look at

Scan history

AI review of these findings

Why those were dismissed

Upheld — the review declined to dismiss these

Not reviewed

What the review concluded

What to look at