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

272

Dismissed as false positives

Not reviewed

Out of 281 findings across every scanner that examined this package. None of the 3 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.

5 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, MANIFEST_MISSING_LICENSE, MANIFEST_INVALID_NAME · Files: /repo/.github/SKILL.md, /repo/.ai/tests/SKILL.md · reported by cisco-skill-scanner
3 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, permissions-no-block, hooks-no-pretooluse · Files: .github/workflows/master.yml, .vscode/settings.json · reported by agent-audit-kit, agentshield
1 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: HIDDEN_DATA_FILE · Files: /repo/.ai/tests/test-plan.md · 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.

20 HIDDEN_DATA_FILE
Files: /repo/.ai/ui/my-flashcards-simple-view-implementation-plan.md, /repo/.ai/api/generations-endpoint-implementation-plan.md, /repo/.prettierrc.json and 17 more · reported by cisco-skill-scanner
9 DATA_EXFIL_JS_NETWORK
Files: /repo/src/components/auth/LoginForm.tsx, /repo/src/components/auth/RegistrationForm.tsx, /repo/src/components/auth/UserMenu.tsx and 4 more · reported by cisco-skill-scanner
8 MANIFEST_MISSING_LICENSE
Files: /repo/SKILL.md, /repo/.ai/SKILL.md, /repo/.cursor/prompts/SKILL.md and 5 more · reported by cisco-skill-scanner
8 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/.ai/SKILL.md, /repo/.cursor/prompts/SKILL.md and 5 more · reported by cisco-skill-scanner
4 FILE_MAGIC_MISMATCH
Files: /repo/.cursor/commands/improve-prompt.md, /repo/.ai/tech-stack.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.

1 CVE-2026-11525
Files: package-lock.json · reported by trivy
1 GHSA-mwv9-gp5h-frr4
Files: package-lock.json · reported by trivy

What the review concluded

Critical vulnerabilities and credential exposure detected

The artifact contains critical vulnerabilities in its dependencies, as indicated by findings in `package-lock.json`. Additionally, a high-severity finding points to potential network egress capabilities from `openrouter.service.ts` and a secret exposure in `.env.test`. These issues warrant immediate attention due to the potential for system compromise and sensitive data exposure.

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

What to look at

GHSA-23hp-3jrh-7fpw · /repo/package-lock.json · critical · reported by osv-scanner
GHSA-5xrq-8626-4rwp · /repo/package-lock.json · critical · reported by osv-scanner
CVE-2026-59873 · package-lock.json · critical · reported by trivy
AAK-SECRET-004 · .env.test · high · reported by agent-audit-kit
LOW_ANALYZABILITY · /repo · high · reported by cisco-skill-scanner
opt.nerlo-rules.nerlo-js-secret-to-network-egress · /repo/src/lib/services/openrouter.service.ts · high · reported by nerlo-behavioral
GHSA-22cc-p3c6-wpvm · /repo/package-lock.json · high · reported by osv-scanner
GHSA-23c5-xmqv-rm74 · /repo/package-lock.json · high · reported by osv-scanner
· · high · 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

272

Dismissed as false positives

Not reviewed

Out of 281 findings across every scanner that examined this package. None of the 3 findings rated critical by their scanner were dismissed.

Why those were dismissed

5 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, MANIFEST_MISSING_LICENSE, MANIFEST_INVALID_NAME · Files: /repo/.github/SKILL.md, /repo/.ai/tests/SKILL.md · reported by cisco-skill-scanner
3 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, permissions-no-block, hooks-no-pretooluse · Files: .github/workflows/master.yml, .vscode/settings.json · reported by agent-audit-kit, agentshield
1 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: HIDDEN_DATA_FILE · Files: /repo/.ai/tests/test-plan.md · reported by cisco-skill-scanner

In installed code — never dismissed

20 HIDDEN_DATA_FILE
Files: /repo/.ai/ui/my-flashcards-simple-view-implementation-plan.md, /repo/.ai/api/generations-endpoint-implementation-plan.md, /repo/.prettierrc.json and 17 more · reported by cisco-skill-scanner
9 DATA_EXFIL_JS_NETWORK
Files: /repo/src/components/auth/LoginForm.tsx, /repo/src/components/auth/RegistrationForm.tsx, /repo/src/components/auth/UserMenu.tsx and 4 more · reported by cisco-skill-scanner
8 MANIFEST_MISSING_LICENSE
Files: /repo/SKILL.md, /repo/.ai/SKILL.md, /repo/.cursor/prompts/SKILL.md and 5 more · reported by cisco-skill-scanner
8 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/.ai/SKILL.md, /repo/.cursor/prompts/SKILL.md and 5 more · reported by cisco-skill-scanner
4 FILE_MAGIC_MISMATCH
Files: /repo/.cursor/commands/improve-prompt.md, /repo/.ai/tech-stack.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.

1 CVE-2026-11525
Files: package-lock.json · reported by trivy
1 GHSA-mwv9-gp5h-frr4
Files: package-lock.json · reported by trivy

What the review concluded

Critical vulnerabilities and credential exposure detected

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

What to look at

GHSA-23hp-3jrh-7fpw · /repo/package-lock.json · critical · reported by osv-scanner
GHSA-5xrq-8626-4rwp · /repo/package-lock.json · critical · reported by osv-scanner
CVE-2026-59873 · package-lock.json · critical · reported by trivy
AAK-SECRET-004 · .env.test · high · reported by agent-audit-kit
LOW_ANALYZABILITY · /repo · high · reported by cisco-skill-scanner
opt.nerlo-rules.nerlo-js-secret-to-network-egress · /repo/src/lib/services/openrouter.service.ts · high · reported by nerlo-behavioral
GHSA-22cc-p3c6-wpvm · /repo/package-lock.json · high · reported by osv-scanner
GHSA-23c5-xmqv-rm74 · /repo/package-lock.json · high · reported by osv-scanner
· · high · reported by osv-scanner

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

10x-cards

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

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 (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 primaryFlagged34

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