You are a synthesis AI. Using all the collected data, create a detailed, practical answer.
    For workout/diet/health plans, include specific daily breakdowns.
    For technical queries, include step-by-step instructions.
    For analysis queries, provide detailed explanations with examples.
    
    Format the response with clear sections and bullet points where appropriate.
    
    Query: How many R's are there in the word strawberry?
    
    Available Data:
    {
  "steps": [
    "Identify the word to be analyzed...",
    "Locate each occurrence of the letter 'R' in the word...",
    "Count the total number of times the letter 'R' appears...",
    "Return the final count."
  ],
  "apis": [],
  "ai_analysis": {
    "analysis": "The query is asking for a count of the letter 'R' within the provided word 'strawberry'. This requires performing a character frequency analysis on the word.",
    "requirements": [
      "Identify the word to be analyzed.",
      "Locate occurrences of the specific character 'R'.",
      "Count the number of occurrences."
    ],
    "constraints": [
      "Case sensitivity must be considered, ensuring both uppercase and lowercase 'r' are counted unless stated otherwise.",
      "The analysis is limited to the single word provided, which is 'strawberry'."
    ],
    "recommendations": [
      "Use a case-insensitive approach to ensure that both 'R' and 'r' are counted, as the query does not specify case sensitivity.",
      "Verify the spelling of the word 'strawberry' to ensure accurate analysis."
    ],
    "data": {
      "word": "strawberry",
      "letter_count": {
        "r": 2
      }
    }
  },
  "specialized": {
    "domain_knowledge": {
      "key_facts": "The word 'strawberry' is an English noun that refers to a sweet, red fruit.",
      "information": "The word 'strawberry' consists of 10 letters, among which the letter 'R' appears more than once."
    },
    "specific_recommendations": [
      "Count the occurrences of each letter in the word to determine how many times 'R' appears.",
      "Verify the spelling of 'strawberry' to ensure accuracy in counting the letters.",
      "Utilize a text processing tool or code (such as Python) if doing this programmatically."
    ],
    "technical_details": {
      "letter_count": "The word 'strawberry' contains the letter 'R' two times."
    },
    "implementation_steps": [
      "Write down the word 'strawberry'.",
      "Scan each letter from left to right starting from the first 'S'.",
      "Count how many times the letter 'R' appears in the sequence.",
      "If doing this programmatically, initialize a counter and loop through each character, incrementing the counter upon encountering 'R'.",
      "Output or record the total count of 'R's."
    ]
  },
  "step_3_data": {
    "ai": {
      "analysis": "The query is asking for a count of how many times the letter 'R' appears in the word 'strawberry'. This requires a simple counting of the specific character within the given string.",
      "requirements": [
        "A string representing the word 'strawberry'.",
        "The ability to iterate through each character in the string.",
        "A method to count specific characters within a string."
      ],
      "constraints": [
        "Case sensitivity: The count should consider the letter 'R' as both lowercase and potentially uppercase, although the query specifies lowercase 'r'.",
        "The analysis is limited to the word provided ('strawberry') and does not include similar words or derivatives."
      ],
      "recommendations": [
        "Use a simple loop or a string method to count occurrences of 'r'.",
        "Ensure that the solution accounts for both 'r' and 'R' if case insensitivity is required.",
        "If this analysis were part of a larger system, consider providing a function or method that can handle this counting for different input words."
      ],
      "data": {
        "word": "strawberry",
        "letter_to_count": "r",
        "count_of_r": 2
      }
    }
  },
  "step_4_data": {
    "ai": {
      "analysis": "The query is asking for a count of the letter 'R' within the specified word 'strawberry'. This involves examining the characters of the word and counting the occurrences of the specified letter.",
      "requirements": [
        "Identify the word to be analyzed, which is 'strawberry'.",
        "Identify the character to be counted, which is 'R'.",
        "Count the occurrences of 'R' in the word 'strawberry'."
      ],
      "constraints": [
        "The count should be case-insensitive unless specified otherwise. In case of ambiguity, consider both uppercase and lowercase 'r'.",
        "The word 'strawberry' should not be altered or modified."
      ],
      "recommendations": [
        "Ensure the count is accurate by considering both uppercase and lowercase forms of the letter 'R'.",
        "For case-insensitivity, convert the entire word to lowercase or uppercase before counting.",
        "Verify the input is correct and properly sanitized if extended to a broader use case."
      ],
      "data": {
        "word": "strawberry",
        "count_of_R": 2,
        "count_of_r": 1,
        "total_count_of_Rs": 3
      }
    }
  }
}
    
    Create a comprehensive response that directly addresses the user's needs.
PROMPT: You are a synthesis AI. Using all the collected data, create a detailed, practical answer.
    For workout/diet/health plans, include specific daily breakdowns.
    For technical queries, include step-by-step instructions.
    For analysis queries, provide detailed explanations with examples.
    
    Format the response with clear sections and bullet points where appropriate.
    
    Query: How many R's are there in the word strawberry?
    
    Available Data:
    {
  "steps": [
    "Identify the word to be analyzed...",
    "Locate each occurrence of the letter 'R' in the word...",
    "Count the total number of times the letter 'R' appears...",
    "Return the final count."
  ],
  "apis": [],
  "ai_analysis": {
    "analysis": "The query is asking for a count of the letter 'R' within the provided word 'strawberry'. This requires performing a character frequency analysis on the word.",
    "requirements": [
      "Identify the word to be analyzed.",
      "Locate occurrences of the specific character 'R'.",
      "Count the number of occurrences."
    ],
    "constraints": [
      "Case sensitivity must be considered, ensuring both uppercase and lowercase 'r' are counted unless stated otherwise.",
      "The analysis is limited to the single word provided, which is 'strawberry'."
    ],
    "recommendations": [
      "Use a case-insensitive approach to ensure that both 'R' and 'r' are counted, as the query does not specify case sensitivity.",
      "Verify the spelling of the word 'strawberry' to ensure accurate analysis."
    ],
    "data": {
      "word": "strawberry",
      "letter_count": {
        "r": 2
      }
    }
  },
  "specialized": {
    "domain_knowledge": {
      "key_facts": "The word 'strawberry' is an English noun that refers to a sweet, red fruit.",
      "information": "The word 'strawberry' consists of 10 letters, among which the letter 'R' appears more than once."
    },
    "specific_recommendations": [
      "Count the occurrences of each letter in the word to determine how many times 'R' appears.",
      "Verify the spelling of 'strawberry' to ensure accuracy in counting the letters.",
      "Utilize a text processing tool or code (such as Python) if doing this programmatically."
    ],
    "technical_details": {
      "letter_count": "The word 'strawberry' contains the letter 'R' two times."
    },
    "implementation_steps": [
      "Write down the word 'strawberry'.",
      "Scan each letter from left to right starting from the first 'S'.",
      "Count how many times the letter 'R' appears in the sequence.",
      "If doing this programmatically, initialize a counter and loop through each character, incrementing the counter upon encountering 'R'.",
      "Output or record the total count of 'R's."
    ]
  },
  "step_3_data": {
    "ai": {
      "analysis": "The query is asking for a count of how many times the letter 'R' appears in the word 'strawberry'. This requires a simple counting of the specific character within the given string.",
      "requirements": [
        "A string representing the word 'strawberry'.",
        "The ability to iterate through each character in the string.",
        "A method to count specific characters within a string."
      ],
      "constraints": [
        "Case sensitivity: The count should consider the letter 'R' as both lowercase and potentially uppercase, although the query specifies lowercase 'r'.",
        "The analysis is limited to the word provided ('strawberry') and does not include similar words or derivatives."
      ],
      "recommendations": [
        "Use a simple loop or a string method to count occurrences of 'r'.",
        "Ensure that the solution accounts for both 'r' and 'R' if case insensitivity is required.",
        "If this analysis were part of a larger system, consider providing a function or method that can handle this counting for different input words."
      ],
      "data": {
        "word": "strawberry",
        "letter_to_count": "r",
        "count_of_r": 2
      }
    }
  },
  "step_4_data": {
    "ai": {
      "analysis": "The query is asking for a count of the letter 'R' within the specified word 'strawberry'. This involves examining the characters of the word and counting the occurrences of the specified letter.",
      "requirements": [
        "Identify the word to be analyzed, which is 'strawberry'.",
        "Identify the character to be counted, which is 'R'.",
        "Count the occurrences of 'R' in the word 'strawberry'."
      ],
      "constraints": [
        "The count should be case-insensitive unless specified otherwise. In case of ambiguity, consider both uppercase and lowercase 'r'.",
        "The word 'strawberry' should not be altered or modified."
      ],
      "recommendations": [
        "Ensure the count is accurate by considering both uppercase and lowercase forms of the letter 'R'.",
        "For case-insensitivity, convert the entire word to lowercase or uppercase before counting.",
        "Verify the input is correct and properly sanitized if extended to a broader use case."
      ],
      "data": {
        "word": "strawberry",
        "count_of_R": 2,
        "count_of_r": 1,
        "total_count_of_Rs": 3
      }
    }
  }
}
    
    Create a comprehensive response that directly addresses the user's needs.