living-adr · 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: 87
Dismissed as false positives: 45
Not reviewed: 33

Out of 165 findings across every scanner that examined this package. None of the 3 findings rated critical by their scanner were dismissed.

Not reviewed is not the same as clean. Those 33 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.

42 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: EXCESSIVE_FILE_COUNT, SOCIAL_ENG_VAGUE_DESCRIPTION, MANIFEST_MISSING_LICENSE and 1 more · Files: /repo/docs/living-adr/., /repo/docs/., /repo/docs/SKILL.md and 18 more · reported by cisco-skill-scanner, nerlo-install-instruction
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: TOOL_ABUSE_UNDECLARED_NETWORK · Files: /repo/repo/AGENTS.md · reported by cisco-skill-scanner
1 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/ci.yml · reported by agent-audit-kit
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: SECRET_PASSWORD_VAR · Files: /repo/tests/apps/mcp_context_server/test_fetch_adr.py · 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.

2 AAK-MCP-LANGGRAPH-CHECKPOINT-CVE-2026-71433-001
Files: pyproject.toml, uv.lock · reported by agent-audit-kit
2 AAK-OAUTH-3P-001
Files: pyproject.toml · reported by agent-audit-kit
2 GHSA-4xgf-cpjx-pc3j
Files: /repo/uv.lock, uv.lock · reported by osv-scanner, trivy
1 AAK-SECRET-004
Files: src/living_adr/apps/workflow_service/drafting_runner.py · reported by agent-audit-kit
1 CVE-2026-12061
Files: uv.lock · reported by trivy
1 CVE-2026-12072
Files: uv.lock · reported by trivy
1 CVE-2026-12074

Not reviewed

27 The review call did not complete.
Rules: YARA_credential_harvesting_generic, AAK-MCP-SDK-CVE-2026-52869-001, AAK-SECRET-004 and 21 more · Files: /repo/tests/onboarding/test_diagnostics.py, pyproject.toml, uv.lock and 3 more · reported by cisco-skill-scanner, agent-audit-kit, trivy and 1 more
4 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: opt.nerlo-rules.nerlo-install-run-bundled-artifact · Files: /repo/README.md · reported by nerlo-install-instruction
2 The model did not answer for these findings.
Rules: CVE-2026-12075, PYSEC-2026-3547 · Files: uv.lock, /repo/uv.lock · reported by trivy, osv-scanner

What the review concluded

Critical credential harvesting and high-severity vulnerabilities.

The artifact contains critical findings indicating potential credential harvesting capabilities within the installed code, specifically identified in `tests/onboarding/test_diagnostics.py`. High-severity vulnerabilities are also present, including an SDK vulnerability (`AAK-MCP-SDK-CVE-2026-52869-001`) in `pyproject.toml` and `uv.lock`. Additionally, secrets (`AAK-SECRET-004`) are identified in `src/living_adr/apps/workflow_service/drafting_runner.py`, and numerous other high-severity vulnerabilities from dependencies are found in `uv.lock`.

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

What to look at

YARA_credential_harvesting_generic · /repo/tests/onboarding/test_diagnostics.py · critical · reported by cisco-skill-scanner
YARA_credential_harvesting_generic · /repo/tests/onboarding/test_diagnostics.py · critical · reported by cisco-skill-scanner
YARA_credential_harvesting_generic · /repo/tests/onboarding/test_diagnostics.py · critical · reported by cisco-skill-scanner
AAK-AGENT-003 · AGENTS.md · high · reported by agent-audit-kit
AAK-MCP-SDK-CVE-2026-52869-001 · pyproject.toml · high · reported by agent-audit-kit
AAK-SECRET-004 · src/living_adr/apps/workflow_service/drafting_runner.py · high · reported by agent-audit-kit
· · 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 20, 2026	Flagged40	—	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: 87
Dismissed as false positives: 45
Not reviewed: 33

Out of 165 findings across every scanner that examined this package. None of the 3 findings rated critical by their scanner were dismissed.

Not reviewed is not the same as clean. Those 33 findings stand exactly as their scanners reported them, at full severity, as they would have without this review.

Why those were dismissed

42 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: EXCESSIVE_FILE_COUNT, SOCIAL_ENG_VAGUE_DESCRIPTION, MANIFEST_MISSING_LICENSE and 1 more · Files: /repo/docs/living-adr/., /repo/docs/., /repo/docs/SKILL.md and 18 more · reported by cisco-skill-scanner, nerlo-install-instruction
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: TOOL_ABUSE_UNDECLARED_NETWORK · Files: /repo/repo/AGENTS.md · reported by cisco-skill-scanner
1 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/ci.yml · reported by agent-audit-kit
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: SECRET_PASSWORD_VAR · Files: /repo/tests/apps/mcp_context_server/test_fetch_adr.py · 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.

2 AAK-MCP-LANGGRAPH-CHECKPOINT-CVE-2026-71433-001
Files: pyproject.toml, uv.lock · reported by agent-audit-kit
2 AAK-OAUTH-3P-001
Files: pyproject.toml · reported by agent-audit-kit
2 GHSA-4xgf-cpjx-pc3j
Files: /repo/uv.lock, uv.lock · reported by osv-scanner, trivy
1 AAK-SECRET-004
Files: src/living_adr/apps/workflow_service/drafting_runner.py · reported by agent-audit-kit
1 CVE-2026-12061
Files: uv.lock · reported by trivy
1 CVE-2026-12072
Files: uv.lock · reported by trivy
1 CVE-2026-12074

Not reviewed

27 The review call did not complete.
Rules: YARA_credential_harvesting_generic, AAK-MCP-SDK-CVE-2026-52869-001, AAK-SECRET-004 and 21 more · Files: /repo/tests/onboarding/test_diagnostics.py, pyproject.toml, uv.lock and 3 more · reported by cisco-skill-scanner, agent-audit-kit, trivy and 1 more
4 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: opt.nerlo-rules.nerlo-install-run-bundled-artifact · Files: /repo/README.md · reported by nerlo-install-instruction
2 The model did not answer for these findings.
Rules: CVE-2026-12075, PYSEC-2026-3547 · Files: uv.lock, /repo/uv.lock · reported by trivy, osv-scanner

What the review concluded

Critical credential harvesting and high-severity vulnerabilities.

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

What to look at

YARA_credential_harvesting_generic · /repo/tests/onboarding/test_diagnostics.py · critical · reported by cisco-skill-scanner
YARA_credential_harvesting_generic · /repo/tests/onboarding/test_diagnostics.py · critical · reported by cisco-skill-scanner
YARA_credential_harvesting_generic · /repo/tests/onboarding/test_diagnostics.py · critical · reported by cisco-skill-scanner
AAK-AGENT-003 · AGENTS.md · high · reported by agent-audit-kit
AAK-MCP-SDK-CVE-2026-52869-001 · pyproject.toml · high · reported by agent-audit-kit
AAK-SECRET-004 · src/living_adr/apps/workflow_service/drafting_runner.py · high · reported by agent-audit-kit
· · 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.

living-adr

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 primaryFlagged40

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