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accelerated on device model serving over mcp
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.
3 critical findings reported by cisco-skill-scanner, 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 -- tres-vibes
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
5 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.
v1.4.0
0 findings · 0.4s
v2.0.11
86 findings · 11.3s
v0.3.74
11 findings · 1.2s
v0.1.0
2 findings · 3.6s
v0.1.0
0 findings · 3.6s
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 · 1.9s
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: completecisco-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: completecisco-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 99 findings across every scanner that examined this package. None of the 3 findings rated critical by their scanner were 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.
30 FILE_MAGIC_MISMATCH
Files: /repo/banners/output/X992.txt, /repo/banners/zk-aol-output/X992.txt, /repo/banners/graffiti-output/Wow.txt and 12 more · reported by cisco-skill-scanner
17 BINARY_FILE_DETECTED
Files: /repo/banners/graffiti-fonts/Spliff.flf, /repo/banners/graffiti-fonts/ghoulish.flf, /repo/banners/graffiti-fonts/ghost.flf and 14 more · reported by cisco-skill-scanner
17 UNANALYZABLE_BINARY
Files: /repo/banners/graffiti-fonts/Thorned.flf, /repo/banners/graffiti-fonts/B1FF.flf, /repo/banners/graffiti-fonts/ghost.flf and 14 more · reported by cisco-skill-scanner
9 DATA_EXFIL_JS_FS_ACCESS
Files: /repo/scripts/generate-aol-banners.js, /repo/scripts/generate-graffiti-banners.js, /repo/scripts/generate-zk-place-banners.js · reported by cisco-skill-scanner
5 MANIFEST_MISSING_LICENSE
Files: /repo/SKILL.md, /repo/banners/zk-graffiti-output/SKILL.md, /repo/banners/zk-aol-output/SKILL.md and 2 more · reported by cisco-skill-scanner
5 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/banners/zk-graffiti-output/SKILL.md, /repo/banners/zk-aol-output/SKILL.md and 2 more · reported by cisco-skill-scanner
2 AAK-ANTHROPIC-SDK-001
Files: example.ts, example.js · reported by agent-audit-kit
2 AAK-MCP-018
Files: example.ts, example.js · reported by agent-audit-kit
2 AAK-MCP-MARKETPLACE-CONFIG-FETCH-001
Files: example.ts, example.js · reported by agent-audit-kit
2 opt.nerlo-rules.nerlo-hardcoded-external-egress
Files: /repo/example.js, /repo/example.ts · reported by nerlo-behavioral
1 AAK-DNS-REBIND-002
Files: package.json · reported by agent-audit-kit
1 AAK-IPI-WILD-CORPUS-001
Files: gemma3.md · reported by agent-audit-kit
1 AAK-OAUTH-3P-001
Files: package.json · reported by agent-audit-kit
1 AAK-SEC-MD-001
Files: SECURITY.md · reported by agent-audit-kit
1 AAK-SUPPLY-004
Files: package.json · reported by agent-audit-kit
1 EXCESSIVE_FILE_COUNT
Files: /repo/. · reported by cisco-skill-scanner
1 PROMPT_INJECTION_IGNORE_INSTRUCTIONS
Files: /repo/SKILL.md · reported by cisco-skill-scanner
1 YARA_prompt_injection_generic
Files: /repo/gemma3.md · reported by cisco-skill-scanner
Artifact fetches marketplace configuration and is susceptible to prompt injection.
The artifact fetches marketplace configuration in `example.js` and `example.ts`, which involves network egress and potential access to sensitive settings. It also contains content susceptible to prompt injection in `/repo/gemma3.md` and `/repo/SKILL.md`. Further, the artifact uses the Anthropic SDK in `example.js` and `example.ts`, indicating AI model interaction and potential data egress, and has a DNS rebind vulnerability in `package.json` that could bypass network access controls.
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.