tdawe1/ops-dashboard-test · 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: 397
Dismissed as false positives: 29
Not reviewed: 2

Out of 428 findings across every scanner that examined this package. None of the 4 findings rated critical by their scanner were dismissed.

Not reviewed is not the same as clean. Those 2 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.

12 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/update_roadmap.yml, .github/workflows/deploy.yml, .github/workflows/sync_board.yml and 4 more · reported by agent-audit-kit
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: SOCIAL_ENG_VAGUE_DESCRIPTION, opt.nerlo-rules.nerlo-install-run-bundled-artifact, MANIFEST_MISSING_LICENSE and 1 more · Files: /repo/.github/SKILL.md, /repo/docs/SKILL.md, /repo/agents.md and 2 more · reported by cisco-skill-scanner, nerlo-install-instruction
6 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: SECRET_PASSWORD_VAR, FILE_MAGIC_MISMATCH · Files: /repo/backend/tests/conftest.py, /repo/frontend/src/test/setup.js · 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.

23 HIDDEN_DATA_FILE
Files: /repo/tasks/T-505/.cursor.rules.md, /repo/tasks/T-503/.cursor.rules.md, /repo/tasks/T-502/.cursor.rules.md and 10 more · reported by cisco-skill-scanner
17 MANIFEST_MISSING_LICENSE
Files: /repo/SKILL.md, /repo/collaboration/SKILL.md, /repo/frontend/SKILL.md and 14 more · reported by cisco-skill-scanner
17 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/collaboration/SKILL.md, /repo/frontend/SKILL.md and 14 more · reported by cisco-skill-scanner
16 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/mcp/coderabbit_server.py, /repo/mcp/vercel_server.py, /repo/scripts/sync_to_github.py and 3 more · reported by cisco-skill-scanner
11 opt.nerlo-rules.nerlo-py-secret-to-network-egress
Files: /repo/mcp/coderabbit_server.py, /repo/mcp/linear_server.py, /repo/mcp/railway_server.py and 4 more · reported by nerlo-behavioral

Upheld — the review declined to dismiss these

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

1 CVE-2026-54282
Files: backend/poetry.lock · reported by trivy
1 CVE-2026-69248
Files: backend/poetry.lock · reported by trivy

Not reviewed

2 The model did not answer for these findings.
Rules: FILE_MAGIC_MISMATCH · Files: /repo/backend/tests/__init__.py · reported by cisco-skill-scanner

What the review concluded

Critical vulnerabilities and potential secret network egress detected.

The artifact contains critical vulnerabilities in its dependencies, as identified in `poetry.lock` and `package-lock.json`. Additionally, there are multiple instances where secrets could be exposed via network egress in various Python scripts within `mcp/` and `scripts/`. Hardcoded secrets are also present in authentication-related files in the `backend/` directory.

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

What to look at

PYSEC-2026-2102 · /repo/backend/poetry.lock · critical · reported by osv-scanner
PYSEC-2026-2120 · /repo/backend/poetry.lock · critical · reported by osv-scanner
PYSEC-2026-36 · /repo/backend/poetry.lock · critical · reported by osv-scanner
GHSA-5xrq-8626-4rwp · /repo/frontend/package-lock.json · critical · reported by osv-scanner
AAK-SECRET-004 · backend/core/auth/security.py · high · reported by agent-audit-kit
AAK-SECRET-004 · backend/core/auth_router.py · high · reported by agent-audit-kit
AAK-SECRET-004 · backend/core/auth_router.py · high · reported by agent-audit-kit
AAK-SECRET-004 · backend/utils/token_utils.py · 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.

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	Flagged14	—	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: 397
Dismissed as false positives: 29
Not reviewed: 2

Out of 428 findings across every scanner that examined this package. None of the 4 findings rated critical by their scanner were dismissed.

Not reviewed is not the same as clean. Those 2 findings stand exactly as their scanners reported them, at full severity, as they would have without this review.

Why those were dismissed

12 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/update_roadmap.yml, .github/workflows/deploy.yml, .github/workflows/sync_board.yml and 4 more · reported by agent-audit-kit
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: SOCIAL_ENG_VAGUE_DESCRIPTION, opt.nerlo-rules.nerlo-install-run-bundled-artifact, MANIFEST_MISSING_LICENSE and 1 more · Files: /repo/.github/SKILL.md, /repo/docs/SKILL.md, /repo/agents.md and 2 more · reported by cisco-skill-scanner, nerlo-install-instruction
6 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: SECRET_PASSWORD_VAR, FILE_MAGIC_MISMATCH · Files: /repo/backend/tests/conftest.py, /repo/frontend/src/test/setup.js · reported by cisco-skill-scanner

In installed code — never dismissed

23 HIDDEN_DATA_FILE
Files: /repo/tasks/T-505/.cursor.rules.md, /repo/tasks/T-503/.cursor.rules.md, /repo/tasks/T-502/.cursor.rules.md and 10 more · reported by cisco-skill-scanner
17 MANIFEST_MISSING_LICENSE
Files: /repo/SKILL.md, /repo/collaboration/SKILL.md, /repo/frontend/SKILL.md and 14 more · reported by cisco-skill-scanner
17 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/collaboration/SKILL.md, /repo/frontend/SKILL.md and 14 more · reported by cisco-skill-scanner
16 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/mcp/coderabbit_server.py, /repo/mcp/vercel_server.py, /repo/scripts/sync_to_github.py and 3 more · reported by cisco-skill-scanner
11 opt.nerlo-rules.nerlo-py-secret-to-network-egress
Files: /repo/mcp/coderabbit_server.py, /repo/mcp/linear_server.py, /repo/mcp/railway_server.py and 4 more · reported by nerlo-behavioral

Upheld — the review declined to dismiss these

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

1 CVE-2026-54282
Files: backend/poetry.lock · reported by trivy
1 CVE-2026-69248
Files: backend/poetry.lock · reported by trivy

Not reviewed

2 The model did not answer for these findings.
Rules: FILE_MAGIC_MISMATCH · Files: /repo/backend/tests/__init__.py · reported by cisco-skill-scanner

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

PYSEC-2026-2102 · /repo/backend/poetry.lock · critical · reported by osv-scanner
PYSEC-2026-2120 · /repo/backend/poetry.lock · critical · reported by osv-scanner
PYSEC-2026-36 · /repo/backend/poetry.lock · critical · reported by osv-scanner
GHSA-5xrq-8626-4rwp · /repo/frontend/package-lock.json · critical · reported by osv-scanner
AAK-SECRET-004 · backend/core/auth/security.py · high · reported by agent-audit-kit
AAK-SECRET-004 · backend/core/auth_router.py · high · reported by agent-audit-kit
AAK-SECRET-004 · backend/core/auth_router.py · high · reported by agent-audit-kit
AAK-SECRET-004 · backend/utils/token_utils.py · 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.

tdawe1/ops-dashboard-test

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

In installed code — never 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

In installed code — never 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 primaryFlagged14

AI review of these findings

Why those were dismissed

In installed code — never 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

In installed code — never dismissed

Upheld — the review declined to dismiss these

Not reviewed

What the review concluded

What to look at