cortex

type CachedPrompt struct {
	Key         string
	Prefix      string  // The cached prefix content
	CacheBreaks []int64 // Message indices where cache breaks occur
	CreatedAt   time.Time
	LastUsedAt  time.Time
	HitCount    int
	Tokens      int
}

type CompressionResult struct {
	Messages     []provider.Message
	Summary      string
	Removed      int     // Number of messages removed
	Ratio        float64 // Actual compression ratio
	CompressedAt time.Time
}

type CompressionStats struct {
	TotalCompressions int
	TotalRemoved      int
	AvgRatio          float64
	LastCompression   time.Time
}

type ContextCompressor struct {
	// contains filtered or unexported fields
}

type EffectivenessEvaluator struct {
	// contains filtered or unexported fields
}

type EffectivenessScore struct {
	TrajectoryID string  `json:"trajectory_id"`
	Success      bool    `json:"success"`
	Efficiency   float64 `json:"efficiency"`    // 0-1, based on turns vs optimal
	Quality      float64 `json:"quality"`       // 0-1, based on output quality
	ToolAccuracy float64 `json:"tool_accuracy"` // 0-1, correct tool usage
	OverallScore float64 `json:"overall_score"` // Weighted combination
}

type GEPAEngine struct {
	// contains filtered or unexported fields
}

type Generation struct {
	ID           int                    `json:"id"`
	Timestamp    time.Time              `json:"timestamp"`
	Strategies   []OptimizationStrategy `json:"strategies"`
	BestStrategy *OptimizationStrategy  `json:"best_strategy"`
	AvgFitness   float64                `json:"avg_fitness"`
	Improvement  float64                `json:"improvement"`
	Trajectories []string               `json:"trajectory_ids"`
}

type Manager struct {

	// Core systems
	Snapshot     *memory.SnapshotManager          // System 4: Frozen snapshot memory
	Trigger      *trigger.MessageTrigger          // System 1 + 2: Nudge mechanism
	Review       *review.EnhancedBackgroundReview // System 3: Background review
	Perception   *perception.Parser               // Layer 1: Intent classification
	Cognition    *cognition.Planner               // Layer 2: Planning and decision making
	LLMPlanner   *cognition.LLMPlanner            // LLM-based planning (NEW)
	Execution    *execution.Manager               // Layer 3: Checkpoint + Resume
	FTSMemory    *memory.FTSStore                 // System 5: FTS full-text search
	SkillCreator *skills.EnhancedAutoCreator      // System 6: Auto skill evolution

	// NEW: Hermes-inspired systems
	Soul              *SoulManager       // System personality (SOUL.md)
	UserProfile       *UserProfile       // User preferences (USER.md)
	PromptCache       *PromptCache       // Prompt caching
	ContextCompressor *ContextCompressor // Context compression
	TrajectoryStore   *TrajectoryStore   // Trajectory learning
	GEPAEngine        *GEPAEngine        // Self-evolution engine

	LastPerception *perception.PerceptionResult
	LastDecision   *cognition.Decision   // Last cognition decision
	LastCheckpoint *execution.Checkpoint // Current execution checkpoint
	// contains filtered or unexported fields
}

type ManagerConfig struct {
	// Master switch
	Enabled bool // Enable/disable Cortex system

	// Review settings
	ReviewInterval      time.Duration
	ReviewEnabled       bool
	SkillMinPatternFreq int // Minimum frequency for skill pattern detection

	// Perception settings
	PerceptionConfidenceThreshold float64
	PerceptionMaxHistory          int

	// Cognition settings
	PlanningMaxSteps int
	PlanningTimeout  time.Duration

	// Trigger settings
	NudgeInterval time.Duration
	NudgeEnabled  bool
}

type OptimizationStrategy struct {
	ID          string          `json:"id"`
	Name        string          `json:"name"`
	Description string          `json:"description"`
	Target      string          `json:"target"` // "soul", "system", "skills"
	Changes     []PromptChange  `json:"changes"`
	Fitness     float64         `json:"fitness"`
	Applied     bool            `json:"applied"`
	AppliedAt   *time.Time      `json:"applied_at,omitempty"`
	Results     *StrategyResult `json:"results,omitempty"`
}

type PromptCache struct {
	// contains filtered or unexported fields
}

type PromptChange struct {
	Type       string `json:"type"`    // "add", "remove", "modify", "reorder"
	Section    string `json:"section"` // Section name
	OldContent string `json:"old_content"`
	NewContent string `json:"new_content"`
	Reason     string `json:"reason"`
}

type PromptOptimizer struct {
	// contains filtered or unexported fields
}

type ScoringWeights struct {
	SuccessWeight      float64 // Weight of success/failure
	EfficiencyWeight   float64 // Weight of turn efficiency
	QualityWeight      float64 // Weight of output quality
	ToolAccuracyWeight float64 // Weight of correct tool usage
}

type SoulManager struct {
	// contains filtered or unexported fields
}

type StrategyGenerator struct {
	// contains filtered or unexported fields
}

type StrategyResult struct {
	BeforeSuccessRate float64   `json:"before_success_rate"`
	AfterSuccessRate  float64   `json:"after_success_rate"`
	Improvement       float64   `json:"improvement"`
	SampleSize        int       `json:"sample_size"`
	MeasuredAt        time.Time `json:"measured_at"`
}

type Trajectory struct {
	ID          string           `json:"id"`
	Task        string           `json:"task"`
	Description string           `json:"description"`
	Steps       []TrajectoryStep `json:"steps"`
	Result      string           `json:"result"`
	Success     bool             `json:"success"`
	Duration    time.Duration    `json:"duration"`
	StartTime   time.Time        `json:"start_time"`
	EndTime     time.Time        `json:"end_time"`
	Model       string           `json:"model,omitempty"`
	Provider    string           `json:"provider,omitempty"`
	Tags        []string         `json:"tags,omitempty"`
	Score       float64          `json:"score,omitempty"`
}

type TrajectoryPattern struct {
	ID           string    `json:"id"`
	Pattern      string    `json:"pattern"`
	ToolSequence []string  `json:"tool_sequence"`
	SuccessRate  float64   `json:"success_rate"`
	Occurrences  int       `json:"occurrences"`
	LastSeen     time.Time `json:"last_seen"`
	SkillName    string    `json:"skill_name,omitempty"`
}

type TrajectoryStep struct {
	ToolName   string                 `json:"tool_name"`
	ToolInput  string                 `json:"tool_input"`
	ToolOutput string                 `json:"tool_output"`
	Success    bool                   `json:"success"`
	Duration   time.Duration          `json:"duration"`
	Timestamp  time.Time              `json:"timestamp"`
	Metadata   map[string]interface{} `json:"metadata,omitempty"`
}

type TrajectoryStore struct {
	// contains filtered or unexported fields
}

type UserPreference struct {
	Key        string    `json:"key"`
	Value      string    `json:"value"`
	Context    string    `json:"context,omitempty"`
	Source     string    `json:"source"`     // "explicit", "learned", "feedback"
	Confidence float64   `json:"confidence"` // 0.0-1.0
	CreatedAt  time.Time `json:"created_at"`
	UpdatedAt  time.Time `json:"updated_at"`
}

type UserProfile struct {
	// contains filtered or unexported fields
}