{
  "skill_name": "multi-llm",
  "skill_path": "/workspace/skills/clawhub-mlti-llm-fallback",
  "skill_directory": "/workspace/skills/clawhub-mlti-llm-fallback",
  "is_safe": true,
  "max_severity": "MEDIUM",
  "findings_count": 2,
  "findings": [
    {
      "id": "llm_finding_multi-llm_0",
      "rule_id": "LLM_UNAUTHORIZED_TOOL_USE",
      "category": "unauthorized_tool_use",
      "severity": "MEDIUM",
      "title": "Missing allowed-tools Declaration",
      "description": "The skill does not declare 'allowed-tools' in its YAML manifest. While this field is optional per the agent skills specification, it is recommended to explicitly declare tool usage for transparency. The skill's bash scripts execute shell commands and make network calls (curl to localhost:11434), which should be documented via 'allowed-tools: [Bash]' for clarity.",
      "file_path": "SKILL.md",
      "line_number": null,
      "snippet": "allowed-tools: Not specified\n\nScripts use: curl, bash commands, network calls to localhost:11434",
      "remediation": "Add 'allowed-tools: [Bash]' to the YAML frontmatter to explicitly declare that this skill requires bash execution capabilities. This improves transparency and allows users to understand the skill's requirements.",
      "analyzer": "llm",
      "metadata": {
        "model": "claude-sonnet-4-5-20250929",
        "overall_assessment": "The multi-llm skill is a LOCAL MODEL SWITCHING utility that intelligently routes tasks to different Ollama models based on task type detection. The skill is SAFE with minor documentation improvements needed. It does NOT exhibit malicious behavior - no data exfiltration, no prompt injection, no credential theft. The network calls are legitimate (localhost:11434 for Ollama API). The skill operates as described: defaults to Claude Opus 4.5 unless 'multi llm' trigger is used, then selects appropriate local models. Primary concerns are documentation completeness (missing allowed-tools, license, compatibility fields) and ensuring graceful degradation when Ollama is unavailable. The skill is well-structured with clear fallback chains and model availability checking.",
        "primary_threats": [],
        "aitech": "AITech-12.1",
        "aitech_name": "Tool Exploitation",
        "aisubtech": "AISubtech-12.1.2",
        "aisubtech_name": "Tool Poisoning",
        "scanner_category": "SUSPICIOUS CODE EXECUTION",
        "meta_validated": true,
        "meta_confidence": "HIGH",
        "meta_confidence_reason": "LLM analyzer correctly identified missing metadata. The skill legitimately uses bash scripts and network calls to localhost Ollama API, which should be documented.",
        "meta_exploitability": "N/A - Documentation issue, not a security vulnerability",
        "meta_impact": "Low - Reduces transparency but does not create security risk"
      }
    },
    {
      "id": "llm_finding_multi-llm_1",
      "rule_id": "LLM_SOCIAL_ENGINEERING",
      "category": "social_engineering",
      "severity": "LOW",
      "title": "Missing License and Compatibility Metadata",
      "description": "The skill is missing 'license' and 'compatibility' fields in its YAML manifest. While these are optional fields, including them improves transparency and helps users understand licensing terms and which environments the skill supports (Claude.ai, Claude Code, API).",
      "file_path": "SKILL.md",
      "line_number": null,
      "snippet": "license: Not specified\ncompatibility: Not specified",
      "remediation": "Add 'license' field (e.g., 'MIT', 'Apache-2.0') and 'compatibility' field (e.g., 'Claude.ai, Claude Code, API') to the YAML frontmatter for better documentation and user transparency.",
      "analyzer": "llm",
      "metadata": {
        "model": "claude-sonnet-4-5-20250929",
        "overall_assessment": "The multi-llm skill is a LOCAL MODEL SWITCHING utility that intelligently routes tasks to different Ollama models based on task type detection. The skill is SAFE with minor documentation improvements needed. It does NOT exhibit malicious behavior - no data exfiltration, no prompt injection, no credential theft. The network calls are legitimate (localhost:11434 for Ollama API). The skill operates as described: defaults to Claude Opus 4.5 unless 'multi llm' trigger is used, then selects appropriate local models. Primary concerns are documentation completeness (missing allowed-tools, license, compatibility fields) and ensuring graceful degradation when Ollama is unavailable. The skill is well-structured with clear fallback chains and model availability checking.",
        "primary_threats": [],
        "aitech": "AITech-2.1",
        "aitech_name": "Social Engineering",
        "aisubtech": null,
        "aisubtech_name": null,
        "scanner_category": "SOCIAL ENGINEERING",
        "meta_validated": true,
        "meta_confidence": "HIGH",
        "meta_confidence_reason": "Missing metadata fields confirmed by inspection of SKILL.md",
        "meta_exploitability": "N/A - Documentation issue",
        "meta_impact": "Low - Informational only"
      }
    }
  ],
  "scan_duration_seconds": 23.52360773086548,
  "duration_ms": 23523,
  "analyzers_used": [
    "static_analyzer",
    "behavioral_analyzer",
    "llm_analyzer",
    "trigger_analyzer",
    "meta_analyzer"
  ],
  "timestamp": "2026-02-06T04:56:48.118919"
}