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We found this by crawling public sources and nobody has attested to it. That is how most of the registry gets here, and it is not a mark against the artifact — it only means no authenticated act of publication is on record. An artifact can be the vendor's own and still appear here.
1 critical finding reported by agent-audit-kit. The composite score alone does not reflect this — read the per-scanner reports below.
Choose your runtime: the CLI writes the mcpServers config entry for that target.
nerlo install --target claude-code -- superml
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
4 of 11 scanners examined this package. The rest do not apply to it — language, ecosystem and packaging decide which analyzers can say anything, and a scanner that cannot examine an artifact reports nothing rather than passing it.
v2.0.11
31 findings · 7.5s
v0.3.74
7 findings · 2.7s
v0.1.0
0 findings · 3.2s
v0.1.0
0 findings · 3.2s
v1.4.0
None of the entry points this scanner reads were found in this artifact. What each scanner covers
0 findings · 0.2s
vv0.3.2
No Go packages were found in this artifact. What each scanner covers
0 findings · 0.1s
v0.1.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 1.1s
No report in this scan: govulncheck, osv-scanner, trivy, trivy_image.
2 scans on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Sep 3, 2026 | Scan Halted | — | 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 applicable | rejected |
| Aug 11, 2026 | Scan Halted | — | agentshield ·n/a: not applicablecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicable | rejected |
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.
Out of 38 findings across every scanner that examined this package. None of the 1 finding rated critical by their scanner 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.
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: AAK-METIS-SCORING-SINK-001 · Files: scripts/test_interactive.py · reported by agent-audit-kit
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.
13 MANIFEST_MISSING_LICENSE
Files: /repo/skills/ml-plan/SKILL.md, /repo/skills/ml-iterate/SKILL.md, /repo/skills/ml-verify/SKILL.md and 10 more · reported by cisco-skill-scanner
5 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/.codex/SKILL.md, /repo/scripts/SKILL.md and 2 more · reported by cisco-skill-scanner
2 DATA_EXFIL_JS_FS_ACCESS
Files: /repo/.opencode/plugins/superml.js · reported by cisco-skill-scanner
2 FILE_MAGIC_MISMATCH
Files: /repo/scripts/AGENTS_TEMPLATE.md · reported by cisco-skill-scanner
2 HIDDEN_DATA_FILE
Files: /repo/.cursor-plugin/plugin.json, /repo/.opencode/INSTALL.md · reported by cisco-skill-scanner
2 MANIFEST_INVALID_NAME
Files: /repo/.codex/SKILL.md, /repo/.opencode/SKILL.md · reported by cisco-skill-scanner
2 PROMPT_INJECTION_CONCEALMENT
Critical configuration issue and hidden executable script detected.
A critical configuration issue is present in `.mcp.json`. The artifact contains a hidden executable script at `/repo/.opencode/plugins/superml.js`, which could allow shell execution. Additionally, potential prompt injection concealment is identified in `/repo/skills/ml-research/SKILL.md`.
Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.
Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.
Files: /repo/skills/ml-research/SKILL.md · reported by cisco-skill-scanner
1 AAK-HEALTHCARE-AI-004
Files: self-refine/suites/default.yaml · reported by agent-audit-kit
1 AAK-MARKETPLACE-001
Files: .claude-plugin/marketplace.json · reported by agent-audit-kit
1 AAK-MCP-001
Files: .mcp.json · reported by agent-audit-kit
1 AAK-MCP-ATTEST-001
Files: .mcp.json · reported by agent-audit-kit
1 AAK-METIS-SCORING-SINK-001
Files: self-refine/run.py · reported by agent-audit-kit
1 AAK-TRANSPORT-004
Files: .mcp.json · reported by agent-audit-kit
1 HIDDEN_EXECUTABLE_SCRIPT
Files: /repo/.opencode/plugins/superml.js · reported by cisco-skill-scanner
1 LOW_ANALYZABILITY
Files: /repo/.opencode · reported by cisco-skill-scanner
1 MANIFEST_DESCRIPTION_TOO_LONG
Files: /repo/agents/SKILL.md · reported by cisco-skill-scanner