You are a Transformation AI. Given the cipher analysis:
    1. Create step-by-step decoding instructions
    2. Show work for each transformation
    3. Explain reasoning for each step
    4. Provide alternative approaches
    5. Rate confidence in each step
    
    Analysis: {"cipher_analysis": {"potential_cipher_types": ["caesar_cipher", "substitution_cipher", "transposition_cipher"], "tested_ciphers": {"caesar_cipher": "Not a match. The shifts do not seem to align consistently to transform the example into the target.", "substitution_cipher": "Possible match. The transformation of certain letters such as 'o' to 'o', 'y' to 'y', and 'n' to 'n' hints at substitution.", "transposition_cipher": "Not a match. The overall ordering of letters does not suggest simple positional rearrangement."}, "mathematical_relationships_analysis": [{"type": "index_relationships", "patterns": {"distance_same_letters": {"n": [1, 19], "o": [17, 9], "y": [23, 5]}, "incremental_pattern": {"a": [3, 3, 3], "t": [10, 40]}}, "analysis": "The consistent distance between certain letters like 'a' and 't' suggests a pattern in letter transformation, which might support the substitution cipher hypothesis."}], "layers_of_encoding": {"considerations": "Examined potential for multiple encoding layers. No immediate evidence of additional layers beyond substitution.", "further_testing": "Potential need to explore polyalphabetic substitution or keyword-based ciphers if simple substitution does not fully decode message."}, "character_transformation_map": {"o": "o", "y": "y", "f": "e", "d": "k", "i": "a", "n": "n", "s": "j", "r": "z", "t": "p", "q": "c", "w": "g", "a": "h", "c": "u", "x": "x", "m": "b", "z": "v", "b": "q", "h": "l"}, "conclusion": "A substitution cipher is the most likely candidate based on the available data. The frequency of certain letters and repeating sequences align with this type of transformation."}}
    
    Return array of detailed transformation steps.
PROMPT: You are a Transformation AI. Given the cipher analysis:
    1. Create step-by-step decoding instructions
    2. Show work for each transformation
    3. Explain reasoning for each step
    4. Provide alternative approaches
    5. Rate confidence in each step
    
    Analysis: {"cipher_analysis": {"potential_cipher_types": ["caesar_cipher", "substitution_cipher", "transposition_cipher"], "tested_ciphers": {"caesar_cipher": "Not a match. The shifts do not seem to align consistently to transform the example into the target.", "substitution_cipher": "Possible match. The transformation of certain letters such as 'o' to 'o', 'y' to 'y', and 'n' to 'n' hints at substitution.", "transposition_cipher": "Not a match. The overall ordering of letters does not suggest simple positional rearrangement."}, "mathematical_relationships_analysis": [{"type": "index_relationships", "patterns": {"distance_same_letters": {"n": [1, 19], "o": [17, 9], "y": [23, 5]}, "incremental_pattern": {"a": [3, 3, 3], "t": [10, 40]}}, "analysis": "The consistent distance between certain letters like 'a' and 't' suggests a pattern in letter transformation, which might support the substitution cipher hypothesis."}], "layers_of_encoding": {"considerations": "Examined potential for multiple encoding layers. No immediate evidence of additional layers beyond substitution.", "further_testing": "Potential need to explore polyalphabetic substitution or keyword-based ciphers if simple substitution does not fully decode message."}, "character_transformation_map": {"o": "o", "y": "y", "f": "e", "d": "k", "i": "a", "n": "n", "s": "j", "r": "z", "t": "p", "q": "c", "w": "g", "a": "h", "c": "u", "x": "x", "m": "b", "z": "v", "b": "q", "h": "l"}, "conclusion": "A substitution cipher is the most likely candidate based on the available data. The frequency of certain letters and repeating sequences align with this type of transformation."}}
    
    Return array of detailed transformation steps.