"""
S2 Decomposed: runtime-diagnostics
==========================================

Auto-generated by S2 Auto-Decomposer.

Original skill: automation/runtime-diagnostics
Scale structure:
  L0 (Micro): 5 operations
  L1 (Meso): 2 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": "automation/runtime-diagnostics",
    "original_name": "runtime-diagnostics",
    "scale_structure": {
    "L0": [
        "execute_diagnostics_script: Run the benchmarking script for diagnostics collection with ",
        "fetch_system_info: Query individual system components (CPU, memory, GPU, NPU).",
        "handle_k8s_query: Implement safe timeouts and error recording for Kubernetes q",
        "parse_output_data: Extract relevant metrics from command-line output or API res",
        "generate_embeddings: Convert text data into numerical embeddings using sentence-t"
    ],
    "L1": [
        "run_cpu_memory_benchmark: Combine fetch_system_info for CPU and memory with parse_outp",
        "check_gpu_npu_status: Bundle gpu diagnostics, npu diagnostics, and validation oper"
    ],
    "L2": [
        "collect_environment_diagnostics: Package all meso-level operations for a comprehensive diagno"
    ],
    "L3": [
        "automation_runtime_diagnostics_orchestrator"
    ]
},
    "skill_tree": {
    "automation/runtime_diagnostics/orchestrator": [
        "automation/runtime_diagnostics/collect_environment_diagnostics"
    ],
    "automation/runtime_diagnostics/collect_environment_diagnostics": [
        "automation/runtime_diagnostics/run_cpu_memory_benchmark",
        "automation/runtime_diagnostics/check_gpu_npu_status"
    ],
    "automation/runtime_diagnostics/run_cpu_memory_benchmark": [
        "automation/runtime_diagnostics/execute_diagnostics_script",
        "automation/runtime_diagnostics/fetch_system_info",
        "automation/runtime_diagnostics/handle_k8s_query"
    ],
    "automation/runtime_diagnostics/check_gpu_npu_status": [
        "automation/runtime_diagnostics/execute_diagnostics_script",
        "automation/runtime_diagnostics/fetch_system_info",
        "automation/runtime_diagnostics/handle_k8s_query"
    ]
},
    "model_routing": {
    "L0": "codegemma",
    "L1": "qwen3",
    "L2": "qwen3",
    "L3": "deepseek_r1"
},
}
