{
    "app": {
        "name": "python-architecture",
        "description": "Activate when creating new modules, refactoring class hierarchies, introducing design patterns, or making changes spanning 3+ files in the APM CLI codebase.",
        "mode": "advanced-chat",
        "model_config": {
            "provider": "deepseek",
            "model": "deepseek-chat",
            "parameters": {
                "temperature": 0.7,
                "max_tokens": 4096
            }
        }
    },
    "instructions": "name python-architecture description Activate when creating new modules, refactoring class hierarchies, introducing design patterns, or making changes spanning 3+ files in the APM CLI codebase. Python Architecture Skill Python architect persona When to activate Creating new Python modules or packages under src/apm_cli/ Refactoring class hierarchies or introducing base classes Changes that touch 3+ files with shared logic patterns Introducing new design patterns (Strategy, Observer, etc.) Cross-cutting concerns (logging, auth, error handling) Performance-sensitive paths (parallel downloads, large manifests) Key rules Follow existing patterns (BaseIntegrator, CommandLogger, AuthResolver) before inventing new ones Prefer composition over deep inheritance Push shared logic into base classes, not duplicated across siblings One canonical owner per decision: route through the existing authority (target_catalog, AuthResolver/host_providers, runtime registry, CommandLogger, CompiledOutputWriter, deployment_ledger, install-outcome, neutral hook IR, BaseIntegrator); extend it, never fork it. Full rule: .apm/instructions/architecture.instructions.md Lock every centralization with a dual guardrail: a regression test plus a static check in scripts/lint-architecture-boundaries.sh",
    "variables": [],
    "opening_statement": "你好，我是 python-architecture，Activate when creating new modules, refactoring cl...",
    "suggested_questions": [],
    "source": "DeepseekModel",
    "source_url": "https://deepseekmodel.com/skill?id=microsoft-apm-agents-skills-python-architecture-skill-md"
}