{
  "skill_name": "gaussian-process-mlp-hybrid",
  "skill_path": "/workspace/skills/clawhub-gaussian-process-mlp-hybrid",
  "skill_directory": "/workspace/skills/clawhub-gaussian-process-mlp-hybrid",
  "is_safe": true,
  "max_severity": "MEDIUM",
  "findings_count": 1,
  "findings": [
    {
      "id": "llm_finding_gaussian-process-mlp-hybrid_0",
      "rule_id": "LLM_SOCIAL_ENGINEERING",
      "category": "social_engineering",
      "severity": "MEDIUM",
      "title": "Misleading Skill Description and Purpose",
      "description": "The skill's name and description claim it provides 'Discussion on Gaussian Process and MLP hybrid models for uncertainty estimation' and suggests use for 'exploring machine learning model architectures, uncertainty quantification, or ensemble methods for drug discovery.' However, the actual content is a Reddit post asking a question about GP+MLP drawbacks, not providing any functional capability. The skill appears to be auto-generated content ('Skill generated by Clawdbot') that misleads users about its purpose and utility.",
      "file_path": "SKILL.md",
      "line_number": null,
      "snippet": "Description claims 'Discussion on Gaussian Process and MLP hybrid models' but content is 'I have a feeling there must be an obvious answer here. I just came across gaussian process here...' - a question, not a discussion or tool.",
      "remediation": "Either: (1) Remove this skill as it provides no actual functionality, or (2) Rewrite to accurately describe it as a reference/example of a machine learning question, not a functional tool for uncertainty estimation or drug discovery applications.",
      "analyzer": "llm",
      "metadata": {
        "model": "claude-sonnet-4-5-20250929",
        "overall_assessment": "This skill appears to be auto-generated content that misleadingly presents a Reddit question about Gaussian Process and MLP hybrid models as a functional discussion tool for machine learning and drug discovery. The primary security concern is social engineering through deceptive descriptions - the skill claims to provide capabilities it does not actually deliver. The skill contains a non-functional placeholder script and references a missing file, further indicating it is incomplete or improperly packaged. While there are no critical security threats like data exfiltration or command injection, the misleading nature of the skill could cause users to trust it for purposes it cannot fulfill. The skill should either be removed, or completely rewritten to accurately represent its actual (minimal) functionality.",
        "primary_threats": [
          "Social Engineering (Deceptive Description)",
          "Misleading Content",
          "Incomplete Implementation"
        ],
        "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": "Clear mismatch between claimed functionality ('Discussion tool for ML architectures') and actual content (single Reddit question). The skill is auto-generated content that creates false expectations about capabilities.",
        "meta_exploitability": "Low - No direct exploitation path, but users may waste time or make decisions based on false capability assumptions",
        "meta_impact": "Medium - Misleads users about skill capabilities, potentially causing them to trust the skill for purposes it cannot fulfill. Could undermine trust in the skill ecosystem."
      }
    }
  ],
  "scan_duration_seconds": 23.647841215133667,
  "duration_ms": 23647,
  "analyzers_used": [
    "static_analyzer",
    "behavioral_analyzer",
    "llm_analyzer",
    "trigger_analyzer",
    "meta_analyzer"
  ],
  "timestamp": "2026-02-05T18:50:29.658290"
}