traitprint · 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: 101
Dismissed as false positives: 36
Not reviewed: 2

Out of 139 findings across every scanner that examined this package. 9 of 9 findings rated critical by their scanner were among the dismissals.

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.

18 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: SOCIAL_ENG_VAGUE_DESCRIPTION, MANIFEST_MISSING_LICENSE · Files: /repo/docs/SKILL.md, /repo/tests/fixtures/SKILL.md, /repo/tests/fixtures/story_bank_workdir/SKILL.md and 6 more · reported by cisco-skill-scanner
15 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: AAK-INDIA-PII-001, AAK-STDIO-001, AAK-ANTHROPIC-SDK-001 and 3 more · Files: docs/schema/dispute-v1/golden-fixture.json, docs/schema/lens-v1/golden-render-fixture.json, tests/test_mcp_server.py and 4 more · reported by agent-audit-kit, cisco-skill-scanner
3 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, TOOL_ABUSE_UNDECLARED_NETWORK · Files: AGENTS.md, /repo/repo/AGENTS.md · reported by agent-audit-kit, 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.

14 MANIFEST_MISSING_LICENSE
Files: /repo/skills/traitprint-position-lens/SKILL.md, /repo/skills/traitprint-deepen-story/SKILL.md, /repo/skills/traitprint-import-resume/SKILL.md and 11 more · reported by cisco-skill-scanner
4 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/src/traitprint/providers/anthropic.py, /repo/src/traitprint/providers/ollama.py, /repo/src/traitprint/providers/openai.py and 1 more · reported by cisco-skill-scanner
4 opt.nerlo-rules.nerlo-py-secret-to-network-egress
Files: /repo/src/traitprint/providers/anthropic.py, /repo/src/traitprint/providers/ollama.py, /repo/src/traitprint/providers/openai.py and 1 more · reported by nerlo-behavioral
2 GHSA-537c-gmf6-5ccf
Files: uv.lock, /repo/uv.lock · reported by trivy, osv-scanner
2 GHSA-jm82-fx9c-mx94
Files: /repo/uv.lock, uv.lock · reported by osv-scanner, trivy

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: uv.lock · reported by trivy
1 CVE-2026-69248
Files: uv.lock · reported by trivy

Not reviewed

2 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: skills-missing-telemetry-commands/review.md, skills-missing-governance-commands/review.md · Files: commands/review.md · reported by agentshield

What the review concluded

High-severity vulnerabilities and credential exposure detected.

The artifact contains multiple high-severity vulnerabilities in its dependencies, which could lead to various security issues. It also exhibits behavioral patterns indicating potential credential exposure and network egress of secrets from `src/traitprint/providers/anthropic.py`, `src/traitprint/providers/ollama.py`, `src/traitprint/providers/openai.py`, and `src/traitprint/providers/openrouter.py`. Additionally, there are findings related to default credentials in `src/traitprint/credentials.py` and an Anthropic SDK issue in `src/traitprint/mcp_server.py`.

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

What to look at

AAK-MCP-NOAUTH-DEFAULT · src/traitprint/credentials.py · high · reported by agent-audit-kit
AAK-ANTHROPIC-SDK-001 · src/traitprint/mcp_server.py · high · reported by agent-audit-kit
opt.nerlo-rules.nerlo-py-secret-to-network-egress · /repo/src/traitprint/providers/anthropic.py · high · reported by nerlo-behavioral
opt.nerlo-rules.nerlo-py-secret-to-network-egress · /repo/src/traitprint/providers/ollama.py · high · reported by nerlo-behavioral
opt.nerlo-rules.nerlo-py-secret-to-network-egress · /repo/src/traitprint/providers/openai.py · high · reported by nerlo-behavioral
opt.nerlo-rules.nerlo-py-secret-to-network-egress · /repo/src/traitprint/providers/openrouter.py · high · reported by nerlo-behavioral

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

Scan history

2 scans on record. Every scan's full results are retained immutably for 24 months.

Completed	Composite	Change	Scanners	Status
Sep 3, 2026	Flagged41	—	agentshield: completecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicablenerlo-multi-source: completetrivy: completeosv-scanner: completetrivy_image ·n/a: not applicablegovulncheck ·n/a: not applicable	completed
Aug 11, 2026	Scan Halted	—	agentshield: completecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicable	rejected

Per-scanner history:

AI review of these findings

Upheld as real: 101
Dismissed as false positives: 36
Not reviewed: 2

Out of 139 findings across every scanner that examined this package. 9 of 9 findings rated critical by their scanner were among the dismissals.

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

18 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: SOCIAL_ENG_VAGUE_DESCRIPTION, MANIFEST_MISSING_LICENSE · Files: /repo/docs/SKILL.md, /repo/tests/fixtures/SKILL.md, /repo/tests/fixtures/story_bank_workdir/SKILL.md and 6 more · reported by cisco-skill-scanner
15 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: AAK-INDIA-PII-001, AAK-STDIO-001, AAK-ANTHROPIC-SDK-001 and 3 more · Files: docs/schema/dispute-v1/golden-fixture.json, docs/schema/lens-v1/golden-render-fixture.json, tests/test_mcp_server.py and 4 more · reported by agent-audit-kit, cisco-skill-scanner
3 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, TOOL_ABUSE_UNDECLARED_NETWORK · Files: AGENTS.md, /repo/repo/AGENTS.md · reported by agent-audit-kit, cisco-skill-scanner

In installed code — never dismissed

14 MANIFEST_MISSING_LICENSE
Files: /repo/skills/traitprint-position-lens/SKILL.md, /repo/skills/traitprint-deepen-story/SKILL.md, /repo/skills/traitprint-import-resume/SKILL.md and 11 more · reported by cisco-skill-scanner
4 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/src/traitprint/providers/anthropic.py, /repo/src/traitprint/providers/ollama.py, /repo/src/traitprint/providers/openai.py and 1 more · reported by cisco-skill-scanner
4 opt.nerlo-rules.nerlo-py-secret-to-network-egress
Files: /repo/src/traitprint/providers/anthropic.py, /repo/src/traitprint/providers/ollama.py, /repo/src/traitprint/providers/openai.py and 1 more · reported by nerlo-behavioral
2 GHSA-537c-gmf6-5ccf
Files: uv.lock, /repo/uv.lock · reported by trivy, osv-scanner
2 GHSA-jm82-fx9c-mx94
Files: /repo/uv.lock, uv.lock · reported by osv-scanner, trivy

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: uv.lock · reported by trivy
1 CVE-2026-69248
Files: uv.lock · reported by trivy

Not reviewed

2 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: skills-missing-telemetry-commands/review.md, skills-missing-governance-commands/review.md · Files: commands/review.md · reported by agentshield

What the review concluded

High-severity vulnerabilities and credential exposure detected.

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

What to look at

AAK-MCP-NOAUTH-DEFAULT · src/traitprint/credentials.py · high · reported by agent-audit-kit
AAK-ANTHROPIC-SDK-001 · src/traitprint/mcp_server.py · high · reported by agent-audit-kit
opt.nerlo-rules.nerlo-py-secret-to-network-egress · /repo/src/traitprint/providers/anthropic.py · high · reported by nerlo-behavioral
opt.nerlo-rules.nerlo-py-secret-to-network-egress · /repo/src/traitprint/providers/ollama.py · high · reported by nerlo-behavioral
opt.nerlo-rules.nerlo-py-secret-to-network-egress · /repo/src/traitprint/providers/openai.py · high · reported by nerlo-behavioral
opt.nerlo-rules.nerlo-py-secret-to-network-egress · /repo/src/traitprint/providers/openrouter.py · high · reported by nerlo-behavioral

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

traitprint

Install

Per-scanner reports

Scanners that examined this package (8)

agentshield

cisco-skill-scanner

agent-audit-kit

nerlo-skill-scanner (behavioral)

nerlo-skill-scanner (install-doc)

nerlo-multi-source

trivy

osv-scanner

Scanners that did not run on this package (3)

capslock

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 (8)

agentshield

cisco-skill-scanner

agent-audit-kit

nerlo-skill-scanner (behavioral)

nerlo-skill-scanner (install-doc)

nerlo-multi-source

trivy

osv-scanner

Scanners that did not run on this package (3)

capslock

trivy (image)

govulncheck

Composite scoreOne view among many — the per-scanner reports above are primaryFlagged41

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