"""
S2 Decomposed: geometric-grounding
==========================================

Auto-generated by S2 Auto-Decomposer.

Original skill: reasoning/geometric-grounding
Scale structure:
  L0 (Micro): 5 operations
  L1 (Meso): 1 operations
  L2 (Macro): 1 operations
  L3 (Meta): 1 orchestrator

Model routing:
  L0 -> codegemma
  L1 -> qwen3
  L2 -> qwen3
  L3 -> deepseek_r1
"""




# Skill metadata
SKILL_METADATA = {
    "original_id": "reasoning/geometric-grounding",
    "original_name": "geometric-grounding",
    "scale_structure": {
    "L0": [
        "parse_text_tokens: Identify and extract tokens from input string or query.",
        "calculate_distance_squared: Compute the squared Euclidean distance between two vectors in numerical form.",
        "compute_similarity_score: Calculate a similarity measure (like cosine similarity) for two embedding vectors.",
        "identify_semantic_anchor: Recognize a key semantic element within text to serve as an anchor.",
        "validate_embedding_geometry: Orchestrates the entire process by using select_representative_vectors and compute_similarity_score to check if embeddings behave as expected geometrically based on user instructions."
    ],
    "L1": [
        "validate_embedding_geometry: Orchestrates the entire process by using select_representative_vectors and compute_similarity_score to check if embeddings behave as expected geometrically based on user instructions."
    ],
    "L2": [
        "validate_embedding_geometry: Orchestrates the entire process by using select_representative_vectors and compute_similarity_score to check if embeddings behave as expected geometrically based on user instructions."
    ],
    "L3": [
        "reasoning_geometric_grounding_orchestrator"
    ]
},
    "skill_tree": {
    "reasoning/geometric_grounding/orchestrator": [
        "reasoning/geometric_grounding/validate_embedding_geometry"
    ],
    "reasoning/geometric_grounding/validate_embedding_geometry": [
        "reasoning/geometric_grounding/parse_text_tokens",
        "reasoning/geometric_grounding/calculate_distance_squared",
        "reasoning/geometric_grounding/compute_similarity_score"
    ]
},
    "model_routing": {
    "L0": "codegemma",
    "L1": "qwen3",
    "L2": "qwen3",
    "L3": "deepseek_r1"
},
}
