"""Registry constants aligned with 01-loop-engineering-core/specs/loop-ids.md.""" from __future__ import annotations PATTERN_SLUGS: tuple[str, ...] = ( "reflection-loop", "critique-loop", "planning-loop", "verification-loop", "research-loop", "simulation-loop", "debate-loop", "exploration-loop", "optimization-loop", "memory-augmented-loop", "human-in-the-loop", "safety-constrained-loop", "multi-agent-coordination", "recursive-improvement-loop", ) FAILURE_MODES: tuple[str, ...] = ( "fail.open_loop", "fail.self_grade", "fail.evaluator_drift", "fail.tau_omission", "fail.false_pass", "fail.false_fail", "fail.oscillation", "fail.resource_bleed", "fail.state_corruption", "fail.orchestration_deadlock", "fail.meta_instability", "fail.safety_bypass", ) TERMINATION_REASONS: tuple[str, ...] = ( "goal_met", "budget_exhausted", "human_stop", "error", "stall", "safety_violation", "timeout", "max_iterations", "cost_exceeded", "evaluator_error", ) LES_CATEGORIES: tuple[str, ...] = ( "effectiveness", "speed", "cost", "robustness", "scalability", "safety", "adaptability", "autonomy", ) LES_WEIGHTS: dict[str, float] = { "effectiveness": 0.20, "speed": 0.15, "cost": 0.12, "robustness": 0.13, "scalability": 0.10, "safety": 0.12, "adaptability": 0.10, "autonomy": 0.08, } FAILURE_TO_TERMINATION: dict[str, str] = { "fail.open_loop": "budget_exhausted", "fail.self_grade": "goal_met", "fail.evaluator_drift": "stall", "fail.tau_omission": "max_iterations", "fail.false_pass": "goal_met", "fail.false_fail": "stall", "fail.oscillation": "stall", "fail.resource_bleed": "cost_exceeded", "fail.state_corruption": "error", "fail.orchestration_deadlock": "timeout", "fail.meta_instability": "error", "fail.safety_bypass": "safety_violation", }