{
  "_comment": "Example JSON output for plugin analysis by PI Pathfinder",
  "query": "Summarize the key findings from the latest IPCC report on climate change and suggest potential mitigation strategies.",
  "selected_plugin": {
    "name": "Research Assistant",
    "description": "A powerful research tool for accessing and summarizing information from various online sources.",
    "capabilities": [
      "Web scraping",
      "Document summarization",
      "Academic paper retrieval",
      "Fact checking",
      "Trend analysis"
    ],
    "reasoning": "This plugin is best suited for the task because it can access the IPCC report online, summarize its findings, and identify relevant mitigation strategies from reputable sources.",
    "confidence_score": 0.95
  },
  "extracted_skills": [
    {
      "skill_name": "Document Summarization",
      "skill_description": "Condenses large documents into concise summaries highlighting key information.",
      "parameters": {
        "document_url": "URL of the IPCC report",
        "summary_length": "medium",
        "focus_areas": ["key findings", "mitigation strategies"]
      },
      "implementation_details": "Utilizes advanced NLP techniques to identify and extract the most important information, including sentence scoring and topic modeling.",
      "success_probability": 0.9
    },
    {
      "skill_name": "Web Scraping",
      "skill_description": "Extracts data from web pages, including text, tables, and images.",
      "parameters": {
        "url": "URL of the IPCC report website",
        "elements_to_extract": ["text", "tables"]
      },
      "implementation_details": "Uses a robust web scraping library to handle various website structures and anti-scraping measures.",
      "success_probability": 0.98
    }
  ],
  "execution_plan": [
    {
      "step": 1,
      "action": "Use Web Scraping to extract the text content from the IPCC report webpage.",
      "plugin_skill": "Web Scraping",
      "expected_outcome": "Successful extraction of the IPCC report text."
    },
    {
      "step": 2,
      "action": "Use Document Summarization to generate a summary of the extracted text, focusing on key findings and mitigation strategies.",
      "plugin_skill": "Document Summarization",
      "expected_outcome": "A concise summary of the IPCC report's key findings and mitigation strategies."
    },
     {
      "step": 3,
      "action": "Return the generated summary to the user.",
      "plugin_skill": null,
      "expected_outcome": "User receives a helpful summary of the IPCC report."
    }
  ],
  "alternative_plugins": [
    {
      "name": "Web Search",
      "description": "Performs web searches and retrieves relevant snippets.",
      "suitability_score": 0.7,
      "reason": "Useful for finding general information, but less effective for in-depth document analysis."
    },
    {
      "name": "Document Reader",
      "description": "Reads and analyzes local documents.",
      "suitability_score": 0.3,
      "reason": "Not applicable as the IPCC report is likely online."
    }
  ],
  "overall_assessment": {
    "success_likelihood": 0.9,
    "potential_issues": [
      "Website may have anti-scraping measures.",
      "Summarization may miss subtle nuances in the report."
    ],
    "recommendations": "Review the generated summary for accuracy and consult the original report for a complete understanding."
  }
}