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A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems.
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examples/interleaved-thinking/reasoning_trace_optimizer/__init__.py
1"""2Reasoning Trace Optimizer34Debug and optimize AI agents by analyzing reasoning traces5using MiniMax M2.1's interleaved thinking capabilities.6"""78from reasoning_trace_optimizer.models import (9ReasoningTrace,10ThinkingBlock,11ToolCall,12Pattern,13PatternType,14Severity,15AnalysisResult,16OptimizationResult,17PromptDiff,18LoopIteration,19LoopResult,20)21from reasoning_trace_optimizer.capture import TraceCapture22from reasoning_trace_optimizer.analyzer import TraceAnalyzer23from reasoning_trace_optimizer.optimizer import PromptOptimizer24from reasoning_trace_optimizer.loop import OptimizationLoop, LoopConfig25from reasoning_trace_optimizer.skill_generator import SkillGenerator2627__version__ = "0.1.0"2829__all__ = [30# Models31"ReasoningTrace",32"ThinkingBlock",33"ToolCall",34"Pattern",35"PatternType",36"Severity",37"AnalysisResult",38"OptimizationResult",39"PromptDiff",40"LoopIteration",41"LoopResult",42# Capture43"TraceCapture",44# Analyzer45"TraceAnalyzer",46# Optimizer47"PromptOptimizer",48# Loop49"OptimizationLoop",50"LoopConfig",51# Skill Generator52"SkillGenerator",53]54