292 lines
12 KiB
Python
292 lines
12 KiB
Python
# Copyright (c) 2025 Patrick Motsch
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# All rights reserved.
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"""
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CommCoach Feature - Data Models.
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Pydantic models for coaching contexts, sessions, messages, tasks, scores, and user profiles.
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"""
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from typing import Optional, List, Dict, Any
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from pydantic import BaseModel, Field
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from enum import Enum
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from modules.datamodels.datamodelBase import PowerOnModel
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import uuid
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# ============================================================================
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# Enums
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# ============================================================================
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class CoachingContextStatus(str, Enum):
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ACTIVE = "active"
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PAUSED = "paused"
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ARCHIVED = "archived"
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COMPLETED = "completed"
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class CoachingContextCategory(str, Enum):
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LEADERSHIP = "leadership"
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CONFLICT = "conflict"
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NEGOTIATION = "negotiation"
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PRESENTATION = "presentation"
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FEEDBACK = "feedback"
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DELEGATION = "delegation"
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CHANGE_MANAGEMENT = "changeManagement"
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CUSTOM = "custom"
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class CoachingSessionStatus(str, Enum):
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ACTIVE = "active"
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COMPLETED = "completed"
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CANCELLED = "cancelled"
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class CoachingMessageRole(str, Enum):
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USER = "user"
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ASSISTANT = "assistant"
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SYSTEM = "system"
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class CoachingMessageContentType(str, Enum):
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TEXT = "text"
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AUDIO_TRANSCRIPT = "audioTranscript"
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SYSTEM_NOTE = "systemNote"
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class CoachingTaskStatus(str, Enum):
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OPEN = "open"
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IN_PROGRESS = "inProgress"
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DONE = "done"
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SKIPPED = "skipped"
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class CoachingTaskPriority(str, Enum):
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LOW = "low"
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MEDIUM = "medium"
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HIGH = "high"
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class CoachingScoreTrend(str, Enum):
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IMPROVING = "improving"
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STABLE = "stable"
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DECLINING = "declining"
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# ============================================================================
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# Database Models
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# ============================================================================
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class CoachingContext(PowerOnModel):
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"""A coaching context/dossier representing a topic the user is working on."""
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id: str = Field(default_factory=lambda: str(uuid.uuid4()))
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userId: str = Field(description="Owner user ID (strict ownership)")
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mandateId: str = Field(description="Mandate ID")
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instanceId: str = Field(description="Feature instance ID")
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title: str = Field(description="Context title, e.g. 'Conflict with team lead'")
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description: Optional[str] = Field(default=None, description="Short description")
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category: CoachingContextCategory = Field(default=CoachingContextCategory.CUSTOM)
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status: CoachingContextStatus = Field(default=CoachingContextStatus.ACTIVE)
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goals: Optional[str] = Field(default=None, description="JSON array of goals [{id, text, status, createdAt}]")
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insights: Optional[str] = Field(default=None, description="JSON array of AI insights [{id, text, sessionId, createdAt}]")
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metadata: Optional[str] = Field(default=None, description="JSON object with flexible metadata")
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sessionCount: int = Field(default=0)
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taskCount: int = Field(default=0)
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lastSessionAt: Optional[float] = Field(default=None, json_schema_extra={"frontend_type": "timestamp"})
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rollingOverview: Optional[str] = Field(default=None, description="AI summary of older sessions for long context history")
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rollingOverviewUpToSessionCount: Optional[int] = Field(default=None, description="Session count covered by rollingOverview")
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class CoachingSession(PowerOnModel):
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"""A single coaching conversation session within a context."""
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id: str = Field(default_factory=lambda: str(uuid.uuid4()))
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contextId: str = Field(description="FK to CoachingContext")
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userId: str = Field(description="Owner user ID")
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mandateId: str = Field(description="Mandate ID")
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instanceId: str = Field(description="Feature instance ID")
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status: CoachingSessionStatus = Field(default=CoachingSessionStatus.ACTIVE)
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personaId: Optional[str] = Field(default=None, description="FK to CoachingPersona (Iteration 2)")
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summary: Optional[str] = Field(default=None, description="AI-generated session summary")
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coachNotes: Optional[str] = Field(default=None, description="JSON: AI internal notes for continuity")
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compressedHistorySummary: Optional[str] = Field(default=None, description="AI summary of older messages for long sessions")
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compressedHistoryUpToMessageCount: Optional[int] = Field(default=None, description="Message count covered by compressedHistorySummary")
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keyTopics: Optional[str] = Field(default=None, description="JSON array of key topics extracted at session complete")
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durationSeconds: int = Field(default=0)
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messageCount: int = Field(default=0)
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competenceScore: Optional[float] = Field(default=None, ge=0.0, le=100.0)
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emailSent: bool = Field(default=False)
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startedAt: Optional[float] = Field(default=None, json_schema_extra={"frontend_type": "timestamp"})
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endedAt: Optional[float] = Field(default=None, json_schema_extra={"frontend_type": "timestamp"})
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class CoachingMessage(PowerOnModel):
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"""A single message in a coaching session."""
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id: str = Field(default_factory=lambda: str(uuid.uuid4()))
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sessionId: str = Field(description="FK to CoachingSession")
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contextId: str = Field(description="FK to CoachingContext")
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userId: str = Field(description="Owner user ID")
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role: CoachingMessageRole = Field(description="Message author role")
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content: str = Field(description="Message content (Markdown)")
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contentType: CoachingMessageContentType = Field(default=CoachingMessageContentType.TEXT)
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audioRef: Optional[str] = Field(default=None, description="Reference to audio file")
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metadata: Optional[str] = Field(default=None, description="JSON: token count, voice info, etc.")
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class CoachingTask(PowerOnModel):
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"""A task/checklist item assigned within a coaching context."""
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id: str = Field(default_factory=lambda: str(uuid.uuid4()))
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contextId: str = Field(description="FK to CoachingContext")
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sessionId: Optional[str] = Field(default=None, description="FK to originating session")
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userId: str = Field(description="Owner user ID")
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mandateId: str = Field(description="Mandate ID")
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title: str = Field(description="Task title")
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description: Optional[str] = Field(default=None)
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status: CoachingTaskStatus = Field(default=CoachingTaskStatus.OPEN)
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priority: CoachingTaskPriority = Field(default=CoachingTaskPriority.MEDIUM)
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dueDate: Optional[float] = Field(default=None, json_schema_extra={"frontend_type": "date"})
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completedAt: Optional[float] = Field(default=None, json_schema_extra={"frontend_type": "timestamp"})
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class CoachingScore(PowerOnModel):
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"""A competence score for a dimension, recorded after a session."""
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id: str = Field(default_factory=lambda: str(uuid.uuid4()))
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contextId: str = Field(description="FK to CoachingContext")
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sessionId: str = Field(description="FK to CoachingSession")
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userId: str = Field(description="Owner user ID")
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mandateId: str = Field(description="Mandate ID")
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dimension: str = Field(description="e.g. empathy, clarity, assertiveness, listening")
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score: float = Field(ge=0.0, le=100.0)
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trend: CoachingScoreTrend = Field(default=CoachingScoreTrend.STABLE)
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evidence: Optional[str] = Field(default=None, description="AI reasoning for the score")
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class CoachingUserProfile(PowerOnModel):
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"""Per-user coaching profile and preferences."""
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id: str = Field(default_factory=lambda: str(uuid.uuid4()))
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userId: str = Field(description="Owner user ID")
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mandateId: str = Field(description="Mandate ID")
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instanceId: str = Field(description="Feature instance ID")
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dailyReminderTime: Optional[str] = Field(default=None, description="HH:MM format")
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dailyReminderEnabled: bool = Field(default=False)
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emailSummaryEnabled: bool = Field(default=True)
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streakDays: int = Field(default=0)
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longestStreak: int = Field(default=0)
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totalSessions: int = Field(default=0)
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totalMinutes: int = Field(default=0)
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lastSessionAt: Optional[float] = Field(default=None, json_schema_extra={"frontend_type": "timestamp"})
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# ============================================================================
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# Iteration 2: Personas
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# ============================================================================
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class CoachingPersona(PowerOnModel):
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"""A roleplay persona for coaching sessions."""
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id: str = Field(default_factory=lambda: str(uuid.uuid4()))
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userId: str = Field(description="Owner user ID ('system' for builtins)")
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mandateId: Optional[str] = Field(default=None)
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instanceId: Optional[str] = Field(default=None)
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key: str = Field(description="Unique key, e.g. 'critical_cfo_f'")
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label: str = Field(description="Display label, e.g. 'Kritische CFO'")
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description: str = Field(description="Detailed role description for the AI")
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systemPromptOverride: Optional[str] = Field(default=None, description="Full system prompt override for this persona")
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gender: Optional[str] = Field(default=None, description="m or f")
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category: str = Field(default="builtin", description="'builtin' or 'custom'")
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isActive: bool = Field(default=True)
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# ============================================================================
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# Iteration 2: Badges / Gamification
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# ============================================================================
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class CoachingBadge(PowerOnModel):
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"""An achievement badge awarded to a user."""
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id: str = Field(default_factory=lambda: str(uuid.uuid4()))
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userId: str = Field(description="Owner user ID")
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mandateId: str = Field(description="Mandate ID")
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instanceId: str = Field(description="Feature instance ID")
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badgeKey: str = Field(description="Badge identifier, e.g. 'streak_7'")
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awardedAt: Optional[float] = Field(default=None, json_schema_extra={"frontend_type": "timestamp"})
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# ============================================================================
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# API Request/Response Models
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# ============================================================================
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class CreateContextRequest(BaseModel):
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title: str = Field(description="Context title")
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description: Optional[str] = None
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category: Optional[CoachingContextCategory] = CoachingContextCategory.CUSTOM
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goals: Optional[List[str]] = None
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class UpdateContextRequest(BaseModel):
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title: Optional[str] = None
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description: Optional[str] = None
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category: Optional[CoachingContextCategory] = None
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goals: Optional[str] = None
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class SendMessageRequest(BaseModel):
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content: str = Field(description="User message text")
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contentType: Optional[CoachingMessageContentType] = CoachingMessageContentType.TEXT
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fileIds: Optional[List[str]] = Field(default=None, description="Attached file IDs for agent context")
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dataSourceIds: Optional[List[str]] = Field(default=None, description="Personal data source IDs")
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featureDataSourceIds: Optional[List[str]] = Field(default=None, description="Feature data source IDs")
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allowedProviders: Optional[List[str]] = Field(default=None, description="Allowed AI providers")
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class CreateTaskRequest(BaseModel):
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title: str
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description: Optional[str] = None
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priority: Optional[CoachingTaskPriority] = CoachingTaskPriority.MEDIUM
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dueDate: Optional[float] = None
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class UpdateTaskRequest(BaseModel):
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title: Optional[str] = None
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description: Optional[str] = None
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priority: Optional[CoachingTaskPriority] = None
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dueDate: Optional[float] = None
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class UpdateTaskStatusRequest(BaseModel):
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status: CoachingTaskStatus
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class UpdateProfileRequest(BaseModel):
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dailyReminderTime: Optional[str] = None
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dailyReminderEnabled: Optional[bool] = None
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emailSummaryEnabled: Optional[bool] = None
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class StartSessionRequest(BaseModel):
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personaId: Optional[str] = None
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class CreatePersonaRequest(BaseModel):
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label: str
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description: str
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gender: Optional[str] = None
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systemPromptOverride: Optional[str] = None
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class UpdatePersonaRequest(BaseModel):
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label: Optional[str] = None
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description: Optional[str] = None
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gender: Optional[str] = None
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systemPromptOverride: Optional[str] = None
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isActive: Optional[bool] = None
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class DashboardData(BaseModel):
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"""Aggregated dashboard data for the user."""
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totalContexts: int = 0
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activeContexts: int = 0
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totalSessions: int = 0
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totalMinutes: int = 0
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streakDays: int = 0
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longestStreak: int = 0
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averageScore: Optional[float] = None
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recentScores: List[Dict[str, Any]] = Field(default_factory=list)
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openTasks: int = 0
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completedTasks: int = 0
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contexts: List[Dict[str, Any]] = Field(default_factory=list)
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