my-v0-project · 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: 377
Dismissed as false positives: 11
Not reviewed: 68

Out of 456 findings across every scanner that examined this package. None of the 9 findings rated critical by their scanner were dismissed.

Not reviewed is not the same as clean. Those 68 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.

11 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: AAK-AGENT-003, agents-claude-md-url-exec-6575, AAK-AGENT-002 and 3 more · Files: CLAUDE.md, AGENTS.md · reported by agent-audit-kit, agentshield

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.

57 AAK-HEALTHCARE-AI-004
Files: content/trends/motyl-dev-9.md, news/2025/2026-03-25-ai-industry-reality-check-vercel-acquisition-dev-tools.md, news/2025/2026-04-21-hackernoon-newsletter-programming-concepts-ai-insights.md and 54 more · reported by agent-audit-kit
10 opt.nerlo-rules.nerlo-js-secret-to-network-egress
Files: /repo/scripts/auth-linkedin.mjs, /repo/scripts/publish-social.mjs · reported by nerlo-behavioral
9 opt.nerlo-rules.nerlo-hardcoded-external-egress
Files: /repo/scripts/auth-linkedin.mjs, /repo/scripts/publish-social.mjs, /repo/scripts/trends-fetch-input.ts · reported by nerlo-behavioral
5 opt.nerlo-rules.nerlo-install-shell-inline-command
Files: /repo/articles/setup-ai-agent-on-qnap-nas-server.md, /repo/news/2026/when-ai-agents-break-their-own-cages-kernel-security-background-agent-primitives.md · reported by nerlo-install-instruction
3 CVE-2026-73418
Files:

Not reviewed

68 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: skills-missing-governance-commands/article-cleanup.md, skills-missing-governance-commands/image-prompt.md, skills-missing-telemetry-commands/publish-image.md and 45 more · Files: commands/article-cleanup.md, commands/image-prompt.md, commands/publish-image.md and 21 more · reported by agentshield

What the review concluded

Critical vulnerabilities and potential secret network egress detected.

The artifact contains critical vulnerabilities in its dependencies, identified by multiple scanners. Additionally, high severity findings indicate potential network egress of secrets from `scripts/auth-linkedin.mjs` and `scripts/publish-social.mjs`. Other high severity issues include OAuth-related findings in `lib/auth.ts` and `scripts/auth-linkedin.mjs`, and a secret in `lib/tts-speech.ts`.

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/pnpm-lock.yaml · critical · reported by osv-scanner
GHSA-7rqj-j65f-68wh · /repo/pnpm-lock.yaml · critical · reported by osv-scanner
GHSA-7rqj-j65f-68wh · /repo/pnpm-lock.yaml · critical · reported by osv-scanner
GHSA-7rqj-j65f-68wh · /repo/pnpm-lock.yaml · critical · reported by osv-scanner
GHSA-8fpg-xm3f-6cx3 · /repo/pnpm-lock.yaml · critical · reported by osv-scanner
CVE-2026-73420 · pnpm-lock.yaml · critical · reported by trivy
CVE-2026-73420 · pnpm-lock.yaml · critical · reported by trivy
CVE-2026-73420 · pnpm-lock.yaml · critical · reported by trivy
CVE-2026-73421 · · critical · reported by trivy

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 21, 2026	Flagged23	—	agentshield: completecisco-skill-scanner ·!: timeoutagent-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: 377
Dismissed as false positives: 11
Not reviewed: 68

Out of 456 findings across every scanner that examined this package. None of the 9 findings rated critical by their scanner were dismissed.

Not reviewed is not the same as clean. Those 68 findings stand exactly as their scanners reported them, at full severity, as they would have without this review.

Why those were dismissed

11 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: AAK-AGENT-003, agents-claude-md-url-exec-6575, AAK-AGENT-002 and 3 more · Files: CLAUDE.md, AGENTS.md · reported by agent-audit-kit, agentshield

In installed code — never dismissed

57 AAK-HEALTHCARE-AI-004
Files: content/trends/motyl-dev-9.md, news/2025/2026-03-25-ai-industry-reality-check-vercel-acquisition-dev-tools.md, news/2025/2026-04-21-hackernoon-newsletter-programming-concepts-ai-insights.md and 54 more · reported by agent-audit-kit
10 opt.nerlo-rules.nerlo-js-secret-to-network-egress
Files: /repo/scripts/auth-linkedin.mjs, /repo/scripts/publish-social.mjs · reported by nerlo-behavioral
9 opt.nerlo-rules.nerlo-hardcoded-external-egress
Files: /repo/scripts/auth-linkedin.mjs, /repo/scripts/publish-social.mjs, /repo/scripts/trends-fetch-input.ts · reported by nerlo-behavioral
5 opt.nerlo-rules.nerlo-install-shell-inline-command
Files: /repo/articles/setup-ai-agent-on-qnap-nas-server.md, /repo/news/2026/when-ai-agents-break-their-own-cages-kernel-security-background-agent-primitives.md · reported by nerlo-install-instruction
3 CVE-2026-73418
Files:

Not reviewed

68 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: skills-missing-governance-commands/article-cleanup.md, skills-missing-governance-commands/image-prompt.md, skills-missing-telemetry-commands/publish-image.md and 45 more · Files: commands/article-cleanup.md, commands/image-prompt.md, commands/publish-image.md and 21 more · reported by agentshield

What the review concluded

Critical vulnerabilities and potential secret network egress detected.

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/pnpm-lock.yaml · critical · reported by osv-scanner
GHSA-7rqj-j65f-68wh · /repo/pnpm-lock.yaml · critical · reported by osv-scanner
GHSA-7rqj-j65f-68wh · /repo/pnpm-lock.yaml · critical · reported by osv-scanner
GHSA-7rqj-j65f-68wh · /repo/pnpm-lock.yaml · critical · reported by osv-scanner
GHSA-8fpg-xm3f-6cx3 · /repo/pnpm-lock.yaml · critical · reported by osv-scanner
CVE-2026-73420 · pnpm-lock.yaml · critical · reported by trivy
CVE-2026-73420 · pnpm-lock.yaml · critical · reported by trivy
CVE-2026-73420 · pnpm-lock.yaml · critical · reported by trivy
CVE-2026-73421 · · critical · reported by trivy

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

my-v0-project

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

Not reviewed

What the review concluded

What to look at

Scan history

AI review of these findings

Why those were dismissed

In installed code — never dismissed

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 primaryFlagged23

AI review of these findings

Why those were dismissed

In installed code — never dismissed

Not reviewed

What the review concluded

What to look at

Scan history

AI review of these findings

Why those were dismissed

In installed code — never dismissed

Not reviewed

What the review concluded

What to look at