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

207

Dismissed as false positives

Not reviewed

Out of 226 findings across every scanner that examined this package. 6 of 12 findings rated critical by their scanner were among the dismissals.

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.

12 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_JS_CHILD_PROCESS, opt.nerlo-rules.nerlo-dynamic-exec, SECRET_PASSWORD_VAR · Files: /repo/Glyloop.Client/glyloop-web/e2e/global-setup.ts, /repo/Glyloop.Client/glyloop-web/e2e/login-flow.spec.ts, /repo/Glyloop.Client/glyloop-web/src/app/features/auth/register/register-form.component.spec.ts · reported by cisco-skill-scanner, nerlo-behavioral
7 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/Glyloop.Client/glyloop-web/docs/SKILL.md, /repo/Glyloop.Client/glyloop-web/e2e/SKILL.md, /repo/Glyloop.API/Tests/SKILL.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/plans/frontend/dashboard-view-implementation-plan.md, /repo/Glyloop.Client/glyloop-web/.prettierrc.json, /repo/.ai/plans/database/db-plan.md and 16 more · reported by cisco-skill-scanner
10 MANIFEST_MISSING_LICENSE
Files: /repo/SKILL.md, /repo/.ai/SKILL.md, /repo/Glyloop.Client/glyloop-web/SKILL.md and 7 more · reported by cisco-skill-scanner
10 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/.ai/SKILL.md, /repo/Glyloop.Client/glyloop-web/SKILL.md and 7 more · reported by cisco-skill-scanner
3 GHSA-23c5-xmqv-rm74
Files: /repo/Glyloop.Client/glyloop-web/package-lock.json · reported by osv-scanner
3 GHSA-3ppc-4f35-3m26
Files: /repo/Glyloop.Client/glyloop-web/package-lock.json · reported by osv-scanner
3

Upheld — the review declined to dismiss these

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

1 LOW_ANALYZABILITY
Files: /repo/Glyloop.Client/glyloop-web/e2e · reported by cisco-skill-scanner

What the review concluded

Critical vulnerabilities and sensitive data exposure identified

The artifact contains multiple critical vulnerabilities in its dependencies, which could enable remote code execution or other severe impacts. High severity findings also indicate potential exposure of sensitive information within configuration files like `settings.local.json`. Additionally, parts of the installed code have low analyzability, hindering comprehensive security assessment. These findings warrant immediate attention due to the potential for credential access and system compromise.

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/Glyloop.Client/glyloop-web/package-lock.json · critical · reported by osv-scanner
GHSA-23hp-3jrh-7fpw · /repo/Glyloop.Client/glyloop-web/package-lock.json · critical · reported by osv-scanner
GHSA-2w6w-674q-4c4q · /repo/Glyloop.Client/glyloop-web/package-lock.json · critical · reported by osv-scanner
GHSA-g93w-mfhg-p222 · /repo/Glyloop.Client/glyloop-web/package-lock.json · critical · reported by osv-scanner
GHSA-g93w-mfhg-p222 · /repo/Glyloop.Client/glyloop-web/package-lock.json · critical · reported by osv-scanner
GHSA-wf6x-7x77-mvgw · /repo/Glyloop.Client/glyloop-web/package-lock.json · critical · reported by osv-scanner
· · high · reported by agent-audit-kit

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

207

Dismissed as false positives

Not reviewed

Out of 226 findings across every scanner that examined this package. 6 of 12 findings rated critical by their scanner were among the dismissals.

Why those were dismissed

12 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_JS_CHILD_PROCESS, opt.nerlo-rules.nerlo-dynamic-exec, SECRET_PASSWORD_VAR · Files: /repo/Glyloop.Client/glyloop-web/e2e/global-setup.ts, /repo/Glyloop.Client/glyloop-web/e2e/login-flow.spec.ts, /repo/Glyloop.Client/glyloop-web/src/app/features/auth/register/register-form.component.spec.ts · reported by cisco-skill-scanner, nerlo-behavioral
7 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/Glyloop.Client/glyloop-web/docs/SKILL.md, /repo/Glyloop.Client/glyloop-web/e2e/SKILL.md, /repo/Glyloop.API/Tests/SKILL.md · reported by cisco-skill-scanner

In installed code — never dismissed

20 HIDDEN_DATA_FILE
Files: /repo/.ai/plans/frontend/dashboard-view-implementation-plan.md, /repo/Glyloop.Client/glyloop-web/.prettierrc.json, /repo/.ai/plans/database/db-plan.md and 16 more · reported by cisco-skill-scanner
10 MANIFEST_MISSING_LICENSE
Files: /repo/SKILL.md, /repo/.ai/SKILL.md, /repo/Glyloop.Client/glyloop-web/SKILL.md and 7 more · reported by cisco-skill-scanner
10 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/.ai/SKILL.md, /repo/Glyloop.Client/glyloop-web/SKILL.md and 7 more · reported by cisco-skill-scanner
3 GHSA-23c5-xmqv-rm74
Files: /repo/Glyloop.Client/glyloop-web/package-lock.json · reported by osv-scanner
3 GHSA-3ppc-4f35-3m26
Files: /repo/Glyloop.Client/glyloop-web/package-lock.json · reported by osv-scanner
3

Upheld — the review declined to dismiss these

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

1 LOW_ANALYZABILITY
Files: /repo/Glyloop.Client/glyloop-web/e2e · reported by cisco-skill-scanner

What the review concluded

Critical vulnerabilities and sensitive data exposure identified

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/Glyloop.Client/glyloop-web/package-lock.json · critical · reported by osv-scanner
GHSA-23hp-3jrh-7fpw · /repo/Glyloop.Client/glyloop-web/package-lock.json · critical · reported by osv-scanner
GHSA-2w6w-674q-4c4q · /repo/Glyloop.Client/glyloop-web/package-lock.json · critical · reported by osv-scanner
GHSA-g93w-mfhg-p222 · /repo/Glyloop.Client/glyloop-web/package-lock.json · critical · reported by osv-scanner
GHSA-g93w-mfhg-p222 · /repo/Glyloop.Client/glyloop-web/package-lock.json · critical · reported by osv-scanner
GHSA-wf6x-7x77-mvgw · /repo/Glyloop.Client/glyloop-web/package-lock.json · critical · reported by osv-scanner
· · high · reported by agent-audit-kit

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

bigmackd/glyloop

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 primaryFlagged31

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