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stage_router

stage_router

Adapter for orchestration eval script.

Provides: StageSkillHandbook (load from JSON), parse_skill_analysis, get_routing_strategy. Compatible with JSON produced by to_stage_router.

Classes

Skill dataclass 

Skill(
    skill_id: str,
    name: str,
    description: str,
    stage: str,
    examples: List[str] = list(),
    discovered_from_problems: List[Dict[str, str]] = list(),
)

A skill that models can have.

ModelProfile dataclass 

ModelProfile(
    model_alias: str,
    actual_model: str,
    stage: str,
    skill_scores: Dict[str, float] = dict(),
    skill_attempts: Dict[str, int] = dict(),
    skill_successes: Dict[str, int] = dict(),
    overall_success_rate: float = 0.5,
    total_attempts: int = 0,
    total_successes: int = 0,
    avg_prompt_tokens: float = 0.0,
    avg_completion_tokens: float = 0.0,
    avg_cost_usd: float = 0.0,
    strengths: List[str] = list(),
    weaknesses: List[str] = list(),
)

Performance profile for a model alias.

StageSkillHandbook 

StageSkillHandbook(load_defaults: bool = True)

Handbook for eval routing. Load from JSON produced by to_stage_router.

Source code in src/diapason/agents/hybrid/skillorchestra/stage_router.py 
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def __init__(self, load_defaults: bool = True):
    self.skills: Dict[str, Dict[str, Skill]] = {
        "search": {},
        "code": {},
        "answer": {},
    }
    self.model_profiles: Dict[str, ModelProfile] = {}
    self.usage_patterns: Dict[str, Any] = {
        "stages": {},
        "guidelines": {},
        "models": {},
        "raw": {},
    }
    self.routing_insights: List[str] = []
    self.learning_history: List[Dict[str, Any]] = []
    self.version = "1.0.0"
    self.created_at = ""
    self.updated_at = ""