koog-agents-optimization

0.1.0-SNAPSHOT

koog-agents-optimization/ai.koog.agents.optimization.optimizers.ace/ACEOptimizer/TrajectoryInsight

TrajectoryInsight

@Serializable

data class TrajectoryInsight(val reasoning: String, val errorIdentification: String, val rootCauseAnalysis: String, val correctApproach: String, val keyInsight: String, val bulletTags: List<ACEOptimizer.BulletTag>)

A single diagnosis of an agent trajectory produced by the reflector.

Constructors

TrajectoryInsight

constructor(reasoning: String, errorIdentification: String, rootCauseAnalysis: String, correctApproach: String, keyInsight: String, bulletTags: List<ACEOptimizer.BulletTag>)

Properties

val bulletTags: List<ACEOptimizer.BulletTag>

Helpful/harmful/neutral tags for each playbook bullet the trajectory used.

correctApproach

val correctApproach: String

What the model should have done instead.

errorIdentification

val errorIdentification: String

What specifically went wrong in the reasoning.

val keyInsight: String

Strategy, formula, or principle to remember to avoid the error.

val reasoning: String

Chain-of-thought analysis of the trajectory.

rootCauseAnalysis

val rootCauseAnalysis: String

Why the error occurred / which concept was misunderstood.