diamondgotfenny/prismjoeyweb · 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: 129
Dismissed as false positives: 3
Not reviewed: 65

Out of 197 findings across every scanner that examined this package. None of the 2 findings rated critical by their scanner were dismissed.

Not reviewed is not the same as clean. Those 65 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.

2 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: LOW_ANALYZABILITY, MANIFEST_MISSING_LICENSE · Files: /repo/frontend/tests, /repo/frontend/tests/SKILL.md · reported by cisco-skill-scanner
1 Agent instruction file — The match is in a file that instructs an AI coding agent — a CLAUDE.md or similar. It is documentation of intent, and our own check confirmed it is not part of what gets installed.
Rules: SOCIAL_ENG_VAGUE_DESCRIPTION · Files: /repo/frontend/tests/SKILL.md · 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.

3 FILE_MAGIC_MISMATCH
Files: /repo/backend/requirements.txt, /repo/prd.txt · reported by cisco-skill-scanner
2 BINARY_FILE_DETECTED
Files: /repo/backend/requirements.txt · reported by cisco-skill-scanner
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-42h9-826w-cgv3
Files: /repo/frontend/package-lock.json, frontend/package-lock.json · reported by osv-scanner, trivy
2

Not reviewed

34 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: YARA_prompt_injection_unicode_steganography, DATA_EXFIL_JS_NETWORK, TOOL_ABUSE_UNDECLARED_NETWORK and 3 more · Files: /repo/frontend/DesignRef/PrismJoey Achievement Badges.png, /repo/frontend/DesignRef/PrismJoey App Icon.png, /repo/frontend/DesignRef/PrismJoey Mascot - Thinking Pose.png and 11 more · reported by cisco-skill-scanner
29 The review call did not complete.
Rules: DATA_EXFIL_JS_NETWORK, DATA_EXFIL_NETWORK_REQUESTS, YARA_prompt_injection_unicode_steganography and 22 more · Files: /repo/frontend/src/services/api.ts, /repo/backend/test_optimized_streaming.py, /repo/frontend/DesignRef/PrismJoey Math Icons.png and 4 more · reported by cisco-skill-scanner, osv-scanner, trivy
2 The model did not answer for these findings.
Rules: GHSA-3v7f-55p6-f55p · Files: /repo/frontend/package-lock.json · reported by osv-scanner

What the review concluded

Critical vulnerabilities and sensitive data risks.

The artifact includes critical vulnerabilities in its frontend dependencies, identified in `package-lock.json`. Additionally, high severity findings in backend Python files, including `/repo/backend/app/api/endpoints/practice.py` and `/repo/backend/app/services/columnar_practice_service.py`, indicate potential risks for sensitive data exposure or credential access. These findings warrant attention to prevent potential security compromises.

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

What to look at

GHSA-fjxv-7rqg-78g4 · /repo/frontend/package-lock.json · critical · reported by osv-scanner
CVE-2025-7783 · frontend/package-lock.json · critical · reported by trivy

Showing 2 of 2; the rest are in the per-scanner reports above.

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 ·n/a: not applicablecisco-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: 129
Dismissed as false positives: 3
Not reviewed: 65

Out of 197 findings across every scanner that examined this package. None of the 2 findings rated critical by their scanner were dismissed.

Not reviewed is not the same as clean. Those 65 findings stand exactly as their scanners reported them, at full severity, as they would have without this review.

Why those were dismissed

2 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: LOW_ANALYZABILITY, MANIFEST_MISSING_LICENSE · Files: /repo/frontend/tests, /repo/frontend/tests/SKILL.md · reported by cisco-skill-scanner
1 Agent instruction file — The match is in a file that instructs an AI coding agent — a CLAUDE.md or similar. It is documentation of intent, and our own check confirmed it is not part of what gets installed.
Rules: SOCIAL_ENG_VAGUE_DESCRIPTION · Files: /repo/frontend/tests/SKILL.md · 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.

3 FILE_MAGIC_MISMATCH
Files: /repo/backend/requirements.txt, /repo/prd.txt · reported by cisco-skill-scanner
2 BINARY_FILE_DETECTED
Files: /repo/backend/requirements.txt · reported by cisco-skill-scanner
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-42h9-826w-cgv3
Files: /repo/frontend/package-lock.json, frontend/package-lock.json · reported by osv-scanner, trivy
2

Not reviewed

34 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: YARA_prompt_injection_unicode_steganography, DATA_EXFIL_JS_NETWORK, TOOL_ABUSE_UNDECLARED_NETWORK and 3 more · Files: /repo/frontend/DesignRef/PrismJoey Achievement Badges.png, /repo/frontend/DesignRef/PrismJoey App Icon.png, /repo/frontend/DesignRef/PrismJoey Mascot - Thinking Pose.png and 11 more · reported by cisco-skill-scanner
29 The review call did not complete.
Rules: DATA_EXFIL_JS_NETWORK, DATA_EXFIL_NETWORK_REQUESTS, YARA_prompt_injection_unicode_steganography and 22 more · Files: /repo/frontend/src/services/api.ts, /repo/backend/test_optimized_streaming.py, /repo/frontend/DesignRef/PrismJoey Math Icons.png and 4 more · reported by cisco-skill-scanner, osv-scanner, trivy
2 The model did not answer for these findings.
Rules: GHSA-3v7f-55p6-f55p · Files: /repo/frontend/package-lock.json · reported by osv-scanner

What the review concluded

Critical vulnerabilities and sensitive data risks.

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

What to look at

GHSA-fjxv-7rqg-78g4 · /repo/frontend/package-lock.json · critical · reported by osv-scanner
CVE-2025-7783 · frontend/package-lock.json · critical · reported by trivy

Showing 2 of 2; the rest are in the per-scanner reports above.

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

diamondgotfenny/prismjoeyweb

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

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 (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 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