profile

type BehaviorProfile struct {
	SessionCount     int            `json:"session_count"`
	AvgSessionLength int            `json:"avg_session_length"` // minutes
	ActiveHours      []int          `json:"active_hours"`       // 0-23
	ActiveDays       []int          `json:"active_days"`        // 0-6 (Sunday=0)
	CommonTasks      map[string]int `json:"common_tasks"`       // task -> count
	SuccessRate      float64        `json:"success_rate"`       // task success rate
	LastInteraction  int64          `json:"last_interaction"`
	Patterns         []string       `json:"behavioral_patterns"`
}

type Config struct {
	Enabled         bool   `yaml:"enabled"`
	AutoLearn       bool   `yaml:"auto_learn"`       // Learn from interactions
	ProfilePath     string `yaml:"profile_path"`     // Custom profile location
	SaveInterval    int    `yaml:"save_interval"`    // Seconds between auto-saves
	MinInteractions int    `yaml:"min_interactions"` // Before generating insights
	Anonymize       bool   `yaml:"anonymize"`        // Don't store sensitive data
}

type DialecticModel struct {
	TrainedAt   int64              `json:"trained_at"`
	Accuracy    float64            `json:"accuracy"`
	Predictions map[string]float64 `json:"predictions"`
	Patterns    []string           `json:"learned_patterns"`
}

type Insights struct {
	Profile            *UserProfile `json:"profile"`
	TopTasks           []string     `json:"top_tasks"`
	PreferredTools     []string     `json:"preferred_tools"`
	BusiestHours       []int        `json:"busiest_hours"`
	SuccessRate        float64      `json:"success_rate"`
	PersonalitySummary string       `json:"personality_summary"`
	Recommendations    []string     `json:"recommendations"`
	GeneratedAt        int64        `json:"generated_at"`
}

type InteractionSummary struct {
	Timestamp    int64    `json:"timestamp"`
	Task         string   `json:"task"`
	ToolsUsed    []string `json:"tools_used"`
	Success      bool     `json:"success"`
	Satisfaction float64  `json:"satisfaction"` // 1-5 scale
	Duration     int      `json:"duration_seconds"`
	Topic        string   `json:"topic"`
}

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

type PreferenceProfile struct {
	ResponseLength     string   `json:"response_length"` // brief, medium, detailed
	CodeStyle          []string `json:"code_style"`      // preferred languages
	Tools              []string `json:"preferred_tools"` // frequently used tools
	Platforms          []string `json:"preferred_platforms"`
	LearningStyle      string   `json:"learning_style"`      // visual, auditory, reading, kinesthetic
	CommunicationStyle string   `json:"communication_style"` // direct, elaborate
}

type UserProfile struct {
	ID          string                `json:"id"`
	Name        string                `json:"name"`
	Language    string                `json:"language"`  // Primary language
	Timezone    string                `json:"timezone"`  // User's timezone
	Tone        string                `json:"tone"`      // casual, formal, technical
	Expertise   []string              `json:"expertise"` // Areas of expertise
	Preferences *PreferenceProfile    `json:"preferences"`
	Behavior    *BehaviorProfile      `json:"behavior"`
	History     []*InteractionSummary `json:"interaction_history"`
	Traits      map[string]float64    `json:"personality_traits"` // Big Five traits
	CreatedAt   int64                 `json:"created_at"`
	UpdatedAt   int64                 `json:"updated_at"`
	Version     int                   `json:"version"`
}