Auto-sync from Julius-606/Orbit monorepo

Dockerfile

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+################################################################################
+# FILE: backend/Dockerfile
+# VERSION: 1.0.2 | SYSTEM: Hugging Face Spaces Optimization
+################################################################################
+#
+# Changes:
+# - Hugging Face Spaces expects the app to bind to port 7860 by default.
+# - Switched the exposed port and CMD to 7860 for a zero-drawdown deployment.
+
+FROM python:3.11-slim
+
+WORKDIR /code
+
+ENV PYTHONDONTWRITEBYTECODE=1
+ENV PYTHONUNBUFFERED=1
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y \
+    build-essential \
+    libpq-dev \
+    gcc \
+    && rm -rf /var/lib/apt/lists/*
+
+# Copy requirements and install
+COPY requirements.txt /code/requirements.txt
+RUN pip install --no-cache-dir -r /code/requirements.txt
+
+# Set up a new user (Hugging Face strictly requires a non-root user with ID 1000)
+RUN useradd -m -u 1000 orbituser
+USER orbituser
+
+# Set home to the user's home directory
+ENV HOME=/home/orbituser \
+    PATH=/home/orbituser/.local/bin:$PATH
+
+WORKDIR $HOME/app
+
+# Copy the rest of the code (chown ensures the new user owns the files)
+COPY --chown=orbituser . $HOME/app
+
+# Hugging Face default port
+EXPOSE 7860
+
+# Start command
+CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "7860"]

README.md

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+---
+title: Orbit Brain
+emoji: 🪐
+colorFrom: green
+colorTo: blue
+sdk: docker
+app_port: 7860
+---
+
+# Project Orbit: The Brain 🧠
+
+This is the Life-OS backend powering Med-Scholar and Forex Guardian.
+Deployed securely on Hugging Face Spaces.

alembic.ini

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+# ==========================================
+# IDENTITY: The Database Time Machine / Alembic Config
+# FILEPATH: backend/alembic.ini
+# COMPONENT: DB Migrations
+# ROLE: Tells Alembic where your Postgres database lives so it can upgrade/downgrade tables.
+# VIBE: Ctrl+Z for your database schemas. Absolute lifesaver. ⏪
+# ==========================================
+
+[alembic]
+# Path to migration scripts
+script_location = alembic
+prepend_sys_path = .
+version_path_separator = os 
+
+# We will override this in env.py with our actual settings, 
+# but Alembic complains if it's completely empty here.
+sqlalchemy.url = postgresql+asyncpg://orbit_user:super_secret_password@localhost/orbit_db
+
+[post_write_hooks]
+
+[loggers]
+keys = root,sqlalchemy,alembic
+
+[handlers]
+keys = console
+
+[formatters]
+keys = generic
+
+[logger_root]
+level = WARN
+handlers = console
+qualname =
+
+[logger_sqlalchemy]
+level = WARN
+handlers =
+qualname = sqlalchemy.engine
+
+[logger_alembic]
+level = INFO
+handlers =
+qualname = alembic
+
+[handler_console]
+class = StreamHandler
+args = (sys.stderr,)
+level = NOTSET
+formatter = generic
+
+[formatter_generic]
+format = %(levelname)-5.5s [%(name)s] %(message)s
+datefmt = %H:%M:%S

alembic/env.py

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+################################################################################
+# FILE: backend/alembic/env.py
+# VERSION: 1.0.1 | SYSTEM: Neon DB Auto-Correct
+################################################################################
+
+import asyncio
+from logging.config import fileConfig
+from sqlalchemy import pool
+from sqlalchemy.engine import Connection
+from sqlalchemy.ext.asyncio import async_engine_from_config
+from alembic import context
+
+# Import your settings and your Base models so Alembic can read them
+from app.core.config import settings
+from app.models.study import Base
+
+config = context.config
+
+# 🚀 THE FIX: Use the safely formatted async_database_url so migrations don't crash
+config.set_main_option("sqlalchemy.url", settings.async_database_url)
+
+if config.config_file_name is not None:
+    fileConfig(config.config_file_name)
+
+target_metadata = Base.metadata
+
+def do_run_migrations(connection: Connection) -> None:
+    context.configure(connection=connection, target_metadata=target_metadata)
+    with context.begin_transaction():
+        context.run_migrations()
+
+async def run_async_migrations() -> None:
+    """In this house, we run async migrations so we don't block the event loop."""
+    connectable = async_engine_from_config(
+        config.get_section(config.config_ini_section, {}),
+        prefix="sqlalchemy.",
+        poolclass=pool.NullPool,
+    )
+
+    async with connectable.connect() as connection:
+        await connection.run_sync(do_run_migrations)
+
+    await connectable.dispose()
+
+def run_migrations_online() -> None:
+    asyncio.run(run_async_migrations())
+
+run_migrations_online()

alembic/script.py.mako

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+"""${message}
+
+Revision ID: ${up_revision}
+Revises: ${down_revision | comma,n}
+Create Date: ${create_date}
+
+"""
+from alembic import op
+import sqlalchemy as sa
+${imports if imports else ""}
+
+# revision identifiers, used by Alembic.
+revision = ${repr(up_revision)}
+down_revision = ${repr(down_revision)}
+branch_labels = ${repr(branch_labels)}
+depends_on = ${repr(depends_on)}
+
+def upgrade():
+    ${upgrades if upgrades else "pass"}
+
+def downgrade():
+    ${downgrades if downgrades else "pass"}

alembic/versions/0252b66d5ffd_initial_orbit_schema.py

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+"""initial_orbit_schema
+
+Revision ID: 0252b66d5ffd
+Revises: 
+Create Date: 2026-03-03 10:52:07.272398
+
+"""
+from alembic import op
+import sqlalchemy as sa
+
+
+# revision identifiers, used by Alembic.
+revision = '0252b66d5ffd'
+down_revision = None
+branch_labels = None
+depends_on = None
+
+def upgrade():
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.create_table('study_tasks',
+    sa.Column('id', sa.Integer(), nullable=False),
+    sa.Column('title', sa.String(), nullable=False),
+    sa.Column('subject', sa.String(), nullable=False),
+    sa.Column('due_date', sa.DateTime(), nullable=True),
+    sa.Column('completed', sa.Boolean(), nullable=True),
+    sa.Column('brain_rot_level', sa.Enum('CHILL', 'MID', 'COOKED', name='brainrotlevel'), nullable=True),
+    sa.Column('created_at', sa.DateTime(), nullable=True),
+    sa.PrimaryKeyConstraint('id')
+    )
+    op.create_index(op.f('ix_study_tasks_id'), 'study_tasks', ['id'], unique=False)
+    op.create_index(op.f('ix_study_tasks_subject'), 'study_tasks', ['subject'], unique=False)
+    op.create_index(op.f('ix_study_tasks_title'), 'study_tasks', ['title'], unique=False)
+    # ### end Alembic commands ###
+
+def downgrade():
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.drop_index(op.f('ix_study_tasks_title'), table_name='study_tasks')
+    op.drop_index(op.f('ix_study_tasks_subject'), table_name='study_tasks')
+    op.drop_index(op.f('ix_study_tasks_id'), table_name='study_tasks')
+    op.drop_table('study_tasks')
+    # ### end Alembic commands ###

alembic/versions/7a8b9c0d1e2f_add_remarks_to_study_tasks.py

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+"""add remarks to study tasks
+
+Revision ID: 7a8b9c0d1e2f
+Revises: 0252b66d5ffd
+Create Date: 2026-04-15 12:00:00.000000
+
+"""
+from alembic import op
+import sqlalchemy as sa
+
+# revision identifiers, used by Alembic.
+revision = '7a8b9c0d1e2f'
+down_revision = '0252b66d5ffd'
+branch_labels = None
+depends_on = None
+
+def upgrade():
+    # Add remarks and is_reminder columns to study_tasks
+    op.add_column('study_tasks', sa.Column('remarks', sa.Text(), nullable=True))
+    op.add_column('study_tasks', sa.Column('is_reminder', sa.Boolean(), nullable=True, server_default='false'))
+
+def downgrade():
+    op.drop_column('study_tasks', 'is_reminder')
+    op.drop_column('study_tasks', 'remarks')

app/api/deps.py

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+################################################################################
+#SFILE: backend/app/api/deps.py
+#VERSION: 1.0.1 | SYSTEM: Jarvis Protocol
+################################################################################
+
+from fastapi import Depends, HTTPException, status
+from fastapi.security import OAuth2PasswordBearer
+# 🚀 FIX: Added 'app.' prefix
+from app.core.config import settings
+import logging
+
+logger = logging.getLogger("API-Bouncer")
+
+oauth2_scheme = OAuth2PasswordBearer(tokenUrl="token")
+
+async def verify_device_access(token: str = Depends(oauth2_scheme)):
+    """
+    If someone finds your server IP, this stops them from randomly adding
+    fake tasks or closing your MT5 trades.
+    """
+    if token != settings.SECRET_KEY:
+        logger.warning("Intruder alert! Someone tried to breach Orbit with a fake token.")
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail="Opps detected. Access denied.",
+            headers={"WWW-Authenticate": "Bearer"},
+        )
+    return True

app/api/v1/api.py

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+################################################################################
+# FILE: backend/app/api/v1/api.py
+# VERSION: 1.2.0 | SYSTEM: Orbit Protocol
+################################################################################
+
+from fastapi import APIRouter
+# We are importing the versioned routers to ensure data integrity
+from app.api.v1 import forex, tasks
+
+# THE FIX: We are finally inviting orbit_ai to the party so it stops giving 404s 🚀
+from app.routers import med_scholar, orbit_ai
+
+api_router = APIRouter()
+
+# Mount the Forex Guardian 📈
+api_router.include_router(forex.router, prefix="/forex", tags=["Risk Management"])
+
+# Mount the Med-Scholar (The Dean) 🩺
+api_router.include_router(med_scholar.router, tags=["Syllabus Vault"])
+
+# Mount the Life Tasks 🌍
+api_router.include_router(tasks.router, prefix="/tasks", tags=["Life Admin"])
+
+# Mount the Brain! 🧠 (This is what you were missing)
+api_router.include_router(orbit_ai.router, tags=["Orbit-AI"])
+
+# Vibe Check: All routes are now synchronized. WAGMI. 🚀

app/api/v1/auth.py

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+################################################################################
+#FILE: backend/app/api/v1/auth.py
+#VERSION: 1.0.1 | SYSTEM: Jarvis Protocol
+################################################################################
+
+from fastapi import APIRouter, Depends, HTTPException, status
+from fastapi.security import OAuth2PasswordRequestForm
+# 🚀 FIX: Added 'app.' prefix
+from app.core.config import settings
+
+router = APIRouter()
+
+@router.post("/token")
+async def login_for_access_token(form_data: OAuth2PasswordRequestForm = Depends()):
+    """
+    Your laptop/phone sends a username and password here.
+    If it matches the Vault, we give them a token.
+    """
+    if form_data.username != "orbit_admin" or form_data.password != "admin_password":
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail="Incorrect username or password. Are you an opp?",
+            headers={"WWW-Authenticate": "Bearer"},
+        )
+
+    return {"access_token": settings.SECRET_KEY, "token_type": "bearer"}

app/api/v1/forex.py

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+# ==========================================
+# IDENTITY: The Risk Manager / Forex Guardian
+# FILEPATH: backend/app/api/v1/forex.py
+# COMPONENT: Backend API Routes
+# ROLE: Bridges MT5 to Orbit. Watches for SL/TP, checks leverage.
+# VIBE: The friend who takes your phone away when you try to revenge trade. 📉✋
+# ==========================================
+
+from fastapi import APIRouter, HTTPException
+from pydantic import BaseModel
+import logging
+
+router = APIRouter()
+logger = logging.getLogger("Forex-Guardian")
+
+# Schema for incoming MT5 alerts
+class TradeAlert(BaseModel):
+    pair: str
+    action: str # e.g., "TP_HIT", "SL_HIT", "OVER_LEVERAGED"
+    pnl: float
+    message: str
+
+@router.post("/alert")
+async def trigger_trade_alert(alert: TradeAlert):
+    """
+    Endpoint hit by the local MT5 bridge when something spicy happens in the market.
+    """
+    logger.info(f"Forex Alert: {alert.pair} - {alert.action}. PNL: {alert.pnl}")
+    
+    # Priority scaling based on what happened
+    priority = "HIGH" if alert.action in ["SL_HIT", "OVER_LEVERAGED"] else "NORMAL"
+    
+    # TODO: Inject the WebSockets manager here to blast the notification
+    # to the Android app and Laptop UI simultaneously.
+    
+    # Guardian Psych-Check Logic Placeholder
+    if alert.action == "OVER_LEVERAGED":
+        warning_msg = f"Yo, we're over-leveraged on {alert.pair}. Orbit is advising you to close a position. Don't be a hero!"
+        # This message gets sent to the TTS engine on the phone/laptop
+        return {"status": "Alert Broadcasted", "tts_payload": warning_msg, "priority": priority}
+        
+    return {"status": "Alert Processed", "data": alert}
+
+@router.get("/risk-audit")
+async def run_risk_audit():
+    """
+    Checks total exposure. Keeps you from revenge trading when Anatomy gets too stressful.
+    """
+    # Placeholder for MT5 Python API logic
+    exposure_safe = True 
+    
+    if not exposure_safe:
+        raise HTTPException(status_code=400, detail="Risk limit exceeded. Step away from the charts.")
+        
+    return {"status": "Risk levels acceptable. Let him cook."}

app/api/v1/med_scholar.py

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+################################################################################
+#FILE: backend/app/api/v1/med_scholar.py
+#VERSION: 1.0.1 | SYSTEM: Jarvis Protocol
+################################################################################
+
+from fastapi import APIRouter, Depends, HTTPException
+from sqlalchemy.ext.asyncio import AsyncSession
+from sqlalchemy.future import select
+# 🚀 FIX: Added 'app.' prefixes
+from app.db.session import get_db
+from app.models.study import StudyTask
+from pydantic import BaseModel
+from typing import List
+
+router = APIRouter()
+
+class TaskCreate(BaseModel):
+    title: str
+    subject: str
+    brain_rot_level: str = "mid"
+
+@router.post("/tasks/", response_model=dict)
+async def create_study_task(task: TaskCreate, db: AsyncSession = Depends(get_db)):
+    """Drop a new task into the syllabus vault."""
+    new_task = StudyTask(
+        title=task.title,
+        subject=task.subject,
+        brain_rot_level=task.brain_rot_level
+    )
+    db.add(new_task)
+    await db.commit()
+    await db.refresh(new_task)
+    return {"status": "W", "message": "Task added. Time to lock in.", "task_id": new_task.id}
+
+@router.get("/tasks/pending", response_model=List[dict])
+async def get_pending_tasks(db: AsyncSession = Depends(get_db)):
+    """Shows you exactly how behind you are in Med School."""
+    result = await db.execute(select(StudyTask).where(StudyTask.completed == False))
+    tasks = result.scalars().all()
+
+    if not tasks:
+        return [{"message": "Zero pending tasks. You're either a genius or you forgot to write them down."}]
+
+    return [{"id": t.id, "title": t.title, "subject": t.subject} for t in tasks]

app/api/v1/tasks.py

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+################################################################################
+# FILE: backend/app/api/v1/tasks.py
+# VERSION: 4.0.0 | SYSTEM: Orbit Protocol
+# IDENTITY: Task Management / Life Admin Router - V4.0.0 Upgrades
+################################################################################
+
+from fastapi import APIRouter, Depends, HTTPException, status
+from pydantic import BaseModel
+from typing import List, Optional
+import logging
+from datetime import datetime
+
+from sqlalchemy.ext.asyncio import AsyncSession
+from sqlalchemy.future import select
+from app.db.session import get_db
+from app.models.study import StudyTask, BrainRotLevel
+
+from app.services.governor import governor
+
+logger = logging.getLogger("orbit_tasks")
+router = APIRouter()
+
+class TaskCreatePayload(BaseModel):
+    title: str
+    subject: str = "Life Admin"
+    brain_rot_level: str = "mid"
+    is_reminder: bool = False
+    due_date: Optional[datetime] = None
+
+class TaskCompletePayload(BaseModel):
+    remarks: Optional[str] = None
+
+@router.get("/", status_code=status.HTTP_200_OK)
+async def get_all_tasks(db: AsyncSession = Depends(get_db)):
+    """Fetch all active tasks with full metadata."""
+    try:
+        current_vibe = governor.get_current_recommendation() if hasattr(governor, 'get_current_recommendation') else "Grind Mode Activated"
+
+        result = await db.execute(select(StudyTask))
+        tasks = result.scalars().all()
+
+        task_list = [
+            {
+                "id": t.id,
+                "title": t.title,
+                "subject": t.subject,
+                "brain_rot_level": t.brain_rot_level.value if hasattr(t.brain_rot_level, 'value') else t.brain_rot_level,
+                "due_date": t.due_date.isoformat() if t.due_date else None,
+                "is_reminder": t.is_reminder,
+                "completed": t.completed,
+                "remarks": t.remarks
+            } for t in tasks
+        ]
+
+        return {
+            "status": "bullish 📈",
+            "message": "Tasks loaded successfully.",
+            "governor_status": current_vibe,
+            "data": task_list
+        }
+    except Exception as e:
+        logger.error(f"Task fetch liquidated: {str(e)}")
+        raise HTTPException(status_code=500, detail="Failed to fetch tasks.")
+
+@router.get("/pending", status_code=status.HTTP_200_OK)
+async def get_pending_tasks(db: AsyncSession = Depends(get_db)):
+    """Fetch only the pending tasks for the Android sorting logic."""
+    try:
+        logger.info("Mobile hit /pending. Sorting by Brain Rot level soon.")
+
+        result = await db.execute(select(StudyTask).where(StudyTask.completed == False))
+        tasks = result.scalars().all()
+
+        task_list = [
+            {
+                "id": t.id,
+                "title": t.title,
+                "subject": t.subject,
+                "brain_rot_level": t.brain_rot_level.value if hasattr(t.brain_rot_level, 'value') else t.brain_rot_level,
+                "due_date": t.due_date.isoformat() if t.due_date else None,
+                "is_reminder": t.is_reminder
+            } for t in tasks
+        ]
+
+        return {
+            "status": "bullish 📈",
+            "message": "Pending tasks secured.",
+            "data": task_list
+        }
+    except Exception as e:
+        logger.error(f"Pending tasks fetch liquidated: {str(e)}")
+        raise HTTPException(status_code=500, detail="Failed to fetch pending tasks.")
+
+@router.post("/", status_code=status.HTTP_201_CREATED)
+async def create_task(task_data: TaskCreatePayload, db: AsyncSession = Depends(get_db)):
+    """Inject a new task into the Brain. 🧠"""
+    try:
+        rot_map = {"chill": BrainRotLevel.CHILL, "mid": BrainRotLevel.MID, "cooked": BrainRotLevel.COOKED}
+        safe_rot = rot_map.get(task_data.brain_rot_level.lower(), BrainRotLevel.MID)
+
+        new_task = StudyTask(
+            title=task_data.title,
+            subject=task_data.subject,
+            brain_rot_level=safe_rot,
+            is_reminder=task_data.is_reminder,
+            due_date=task_data.due_date
+        )
+        db.add(new_task)
+        await db.commit()
+
+        return {
+            "status": "success",
+            "message": "Task injected into Orbit. 🎯"
+        }
+    except Exception as e:
+        logger.error(f"Failed to create task: {str(e)}")
+        await db.rollback()
+        raise HTTPException(status_code=400, detail="Task creation failed.")
+
+@router.post("/{task_id}/complete", status_code=status.HTTP_200_OK)
+async def complete_task(task_id: int, payload: TaskCompletePayload, db: AsyncSession = Depends(get_db)):
+    """The CompleteTask Endpoint: Captures remarks and marks as finished."""
+    try:
+        logger.info(f"Completing task {task_id} with remarks: {payload.remarks}")
+        result = await db.execute(select(StudyTask).where(StudyTask.id == task_id))
+        task = result.scalars().first()
+
+        if not task:
+            raise HTTPException(status_code=404, detail="Task not found.")
+
+        task.completed = True
+        task.remarks = payload.remarks
+
+        await db.commit()
+        return {"status": "success", "message": "Task secured and remarks filed. ✅"}
+    except Exception as e:
+        await db.rollback()
+        logger.error(f"Failed to complete task: {str(e)}")
+        raise HTTPException(status_code=500, detail="Error completing task.")
+
+@router.delete("/{task_id}", status_code=status.HTTP_200_OK)
+async def delete_task(task_id: int, db: AsyncSession = Depends(get_db)):
+    """Wipe a task from existence. Hard delete."""
+    try:
+        result = await db.execute(select(StudyTask).where(StudyTask.id == task_id))
+        task = result.scalars().first()
+        if task:
+            await db.delete(task)
+            await db.commit()
+            return {"status": "deleted", "message": "Task wiped."}
+        return {"status": "error", "message": "Task not found."}
+    except Exception as e:
+        await db.rollback()
+        raise HTTPException(status_code=500, detail="Error deleting task.")

app/core/config.py

@@ -0,0 +1,63 @@
+################################################################################
+# FILE: backend/app/core/config.py
+# VERSION: 1.1.4 | SYSTEM: Pydantic Fix (No-JSON-List)
+################################################################################
+
+from pydantic_settings import BaseSettings
+from pydantic import field_validator
+from typing import Optional, List, Any
+import os
+
+class Settings(BaseSettings):
+    PROJECT_NAME: str = "Project Orbit: Jarvis Protocol"
+    VERSION: str = "3.1.0"
+
+    # DB Settings - Default to localhost for local testing
+    DATABASE_URL: str = os.getenv("DATABASE_URL", "postgresql+asyncpg://orbit_user:super_secret_password@localhost:5432/orbit_db")
+    REDIS_URL: str = os.getenv("REDIS_URL", "redis://localhost:6379/0")
+
+    # 🛡️ SECURITY (The Bouncer's VIP List)
+    SECRET_KEY: str = os.getenv("SECRET_KEY", "3ATLNDwN6SfiTQfyfEjxQpxsRtj_6dzR8QzKxpXeZn8Nn76n4")
+    ALGORITHM: str = "HS256"
+    ACCESS_TOKEN_EXPIRE_MINUTES: int = 60 * 24 * 7
+
+    # Agent APIs
+    GEMINI_API_KEY: Optional[str] = os.getenv("GEMINI_API_KEY")
+
+    # We change this to str so Pydantic doesn't try to parse it as a JSON list
+    GEMINI_API_KEYS_RAW: str = os.getenv("GEMINI_API_KEYS", "")
+
+    # Forex Guardian (MT5)
+    MT5_LOGIN: Optional[int] = None
+    MT5_PASSWORD: Optional[str] = None
+    MT5_SERVER: Optional[str] = None
+
+    @property
+    def GEMINI_API_KEYS(self) -> List[str]:
+        """Parsed list of keys from the raw string."""
+        return [k.strip() for k in self.GEMINI_API_KEYS_RAW.split(",") if k.strip()]
+
+    @property
+    def async_database_url(self) -> str:
+        """🚀 THE ULTIMATE NEON FIX"""
+        url = self.DATABASE_URL
+        if url and url.startswith("postgresql://"):
+            url = url.replace("postgresql://", "postgresql+asyncpg://", 1)
+        
+        if url and "?" in url:
+            url = url.split("?")[0]
+            
+        return url + "?ssl=require" if url else ""
+
+    def get_all_api_keys(self) -> List[str]:
+        keys = self.GEMINI_API_KEYS.copy()
+        if self.GEMINI_API_KEY and self.GEMINI_API_KEY not in keys:
+            keys.append(self.GEMINI_API_KEY)
+        return keys
+
+    class Config:
+        env_file = ".env"
+        extra = "ignore" # Ignore extra env vars
+        case_sensitive = True
+
+settings = Settings()

app/db/init_db.py

@@ -0,0 +1,79 @@
+################################################################################
+# FILE: backend/app/db/init_db.py
+# VERSION: 1.1.0 | SYSTEM: Neon DB Auto-Migration 🚀
+################################################################################
+
+import asyncio
+from sqlalchemy import text
+from app.db.session import async_session, engine
+from app.models.study import Base, StudyTask, BrainRotLevel
+import logging
+
+logger = logging.getLogger("Orbit-Genesis")
+
+async def ensure_columns_exist():
+    """
+    Ensures that Orbit v4.0.0 columns exist in the database.
+    This handles migrations manually for environments like HF/Render where
+    Alembic might not have run or where the DB was created before the schema update.
+    """
+    async with engine.begin() as conn:
+        logger.info("Checking database schema for Orbit v4.0.0 updates...")
+
+        # 1. Check for 'remarks' column
+        result = await conn.execute(text("""
+            SELECT column_name
+            FROM information_schema.columns
+            WHERE table_name='study_tasks' AND column_name='remarks';
+        """))
+        if not result.fetchone():
+            logger.info("Adding missing 'remarks' column to 'study_tasks'...")
+            await conn.execute(text("ALTER TABLE study_tasks ADD COLUMN remarks TEXT;"))
+
+        # 2. Check for 'is_reminder' column
+        result = await conn.execute(text("""
+            SELECT column_name
+            FROM information_schema.columns
+            WHERE table_name='study_tasks' AND column_name='is_reminder';
+        """))
+        if not result.fetchone():
+            logger.info("Adding missing 'is_reminder' column to 'study_tasks'...")
+            await conn.execute(text("ALTER TABLE study_tasks ADD COLUMN is_reminder BOOLEAN DEFAULT FALSE;"))
+
+        logger.info("Database schema check complete. Orbit is synchronized. 🛸")
+
+async def init_models():
+    """Creates the tables if they don't exist and ensures columns are correct."""
+    async with engine.begin() as conn:
+        await conn.run_sync(Base.metadata.create_all)
+
+    # Run the manual migration fix for existing tables
+    await ensure_columns_exist()
+    logger.info("Database tables forged and synchronized successfully. 🔨")
+
+async def seed_data():
+    """Drops some default tasks into the syllabus vault if it's empty."""
+    async with async_session() as db:
+        # Check if we already have tasks
+        result = await db.execute(text("SELECT count(*) FROM study_tasks"))
+        count = result.scalar()
+
+        if count == 0:
+            task1 = StudyTask(title="Master the Cardiac Cycle", subject="Cardiology", brain_rot_level=BrainRotLevel.COOKED)
+            task2 = StudyTask(title="Review Prop Firm Drawdown Rules", subject="Forex", brain_rot_level=BrainRotLevel.CHILL)
+
+            db.add(task1)
+            db.add(task2)
+            await db.commit()
+            logger.info("Genesis data injected. Orbit is alive.")
+        else:
+            logger.info("Data already exists. Skipping seed.")
+
+async def main():
+    await init_models()
+    await seed_data()
+
+if __name__ == "__main__":
+    logging.basicConfig(level=logging.INFO)
+    logger.info("Initiating Project Orbit Genesis Protocol...")
+    asyncio.run(main())

app/db/session.py

@@ -0,0 +1,46 @@
+################################################################################
+# FILE: backend/app/db/session.py
+# VERSION: 1.0.4 | SYSTEM: Neon DB Resilience Protocol
+################################################################################
+
+from sqlalchemy.ext.asyncio import create_async_engine, AsyncSession
+from sqlalchemy.orm import sessionmaker
+
+from app.core.config import settings
+import logging
+
+logger = logging.getLogger("Orbit-DB")
+
+# Create the Async Engine - Optimized for long-running AI requests
+# 🚀 THE FIX: Added pool_pre_ping and pool_recycle to handle idle timeouts
+# during long model downloads.
+engine = create_async_engine(
+    settings.async_database_url,
+    echo=False, 
+    future=True,
+    pool_pre_ping=True,      # Checks if connection is alive before using it
+    pool_recycle=300,        # Recycles connections every 5 minutes
+    pool_size=5,             # Limit connections to save Neon resources
+    max_overflow=10          # Allow some burst overflow
+)
+
+# The Session Factory
+async_session = sessionmaker(
+    engine, class_=AsyncSession, expire_on_commit=False
+)
+
+async def get_db():
+    """
+    Dependency to inject the DB session into our routes.
+    Yields a session and safely closes it when the request is done.
+    """
+    async with async_session() as session:
+        try:
+            yield session
+        except Exception as e:
+            # If the DB hits a stop loss, we roll back so we don't blow the account
+            logger.error(f"Database just hit a stop loss: {e}")
+            await session.rollback()
+            raise
+        finally:
+            await session.close()

app/main.py

@@ -0,0 +1,138 @@
+################################################################################
+# FILE: backend/app/main.py
+# VERSION: 1.0.8 | SYSTEM: Auto-Migration Lifecycle 🚀
+################################################################################
+
+import os
+import logging
+import asyncio
+from contextlib import asynccontextmanager
+from fastapi import FastAPI, Request, HTTPException, BackgroundTasks
+from fastapi.responses import RedirectResponse
+from fastapi.middleware.cors import CORSMiddleware
+from typing import List, Dict, Any
+import uvicorn
+from datetime import datetime
+
+# 🔥 THE MISSING LIQUIDITY: Master router for Orbit-AI, Forex, etc.
+from app.api.v1.api import api_router
+from app.db.init_db import init_models  # 🚀 Import the Genesis Protocol
+
+# Configure logging for the VM
+logging.basicConfig(level=logging.INFO, format="%(asctime)s - %(name)s - %(levelname)s - %(message)s")
+logger = logging.getLogger("OrbitBrain")
+
+# ===============================================================================
+# BACKGROUND TASKS & LIFESPAN
+# ===============================================================================
+
+async def forex_guardian_monitor():
+    """Simulates the 24/7 Forex MT5 monitor. Never sleeps. Just like the markets."""
+    try:
+        while True:
+            await asyncio.sleep(3600) # Check every hour in mock mode
+    except asyncio.CancelledError:
+        logger.info("Forex Guardian gracefully shutting down. Securing the bag.")
+
+@asynccontextmanager
+async def lifespan(app: FastAPI):
+    # Startup logic: Connect to Postgres, Redis, and start workers
+    logger.info("🪐 Orbit Brain booting up... Waking up Med-Scholar modules.")
+
+    # 🚀 AUTOMATIC DB SYNCHRONIZATION
+    try:
+        logger.info("Syncing Database Schema (Orbit v4.0.0)...")
+        await init_models()
+        logger.info("Database synchronized.")
+    except Exception as e:
+        logger.error(f"Critical Failure during Genesis Protocol: {e}")
+        # We continue booting even if DB sync fails, but logs will show why.
+
+    logger.info("Checking Redis cache for pending CATE triggers...")
+    
+    forex_task = asyncio.create_task(forex_guardian_monitor())
+    yield
+    
+    logger.info("Shutting down Orbit. Liquidating pending tasks and closing DB safely.")
+    forex_task.cancel()
+
+# ===============================================================================
+# APP INITIALIZATION
+# ===============================================================================
+
+app = FastAPI(
+    title="Project Orbit API",
+    description="The Life-OS backend for Med-Scholar, Forex Guardian, and CATE.",
+    version="3.1.0",
+    lifespan=lifespan,
+    swagger_ui_parameters={"docExpansion": "none"}
+)
+
+origins = [
+    "http://localhost",
+    "http://localhost:8080",
+    "*"  # Allows all origins for now.
+]
+
+app.add_middleware(
+    CORSMiddleware,
+    allow_origins=origins,
+    allow_credentials=True,
+    allow_methods=["*"],
+    allow_headers=["*"],
+)
+
+# ===============================================================================
+# CORE ENDPOINTS
+# ===============================================================================
+
+@app.get("/", include_in_schema=False)
+async def root():
+    """Instantly redirects you to the beautiful Swagger UI."""
+    return RedirectResponse(url="/docs")
+
+@app.get("/health", tags=["System"])
+async def health_check():
+    """Render/HF uses this to verify the deployment didn't crash."""
+    return {"status": "healthy", "brain": "locked in", "timestamp": datetime.utcnow().isoformat()}
+
+# Mount the real endpoints
+app.include_router(api_router, prefix="/api/v1")
+
+
+# ===============================================================================
+# CONTEXT-AWARE TRIGGER ENGINE (CATE)
+# ===============================================================================
+
+@app.post("/api/v1/cate/sync", tags=["CATE"])
+async def sync_offline_messages(request: Request, background_tasks: BackgroundTasks):
+    data = await request.json()
+    staged_messages = data.get("messages", [])
+
+    if not staged_messages:
+        return {"status": "no_data", "message": "Nothing to sync. We are chilling."}
+
+    logger.info(f"Received {len(staged_messages)} offline staged messages. Processing...")
+
+    for msg in staged_messages:
+        timestamp = msg.get("timestamp")
+        content = msg.get("content")
+        msg_type = msg.get("type", "task")
+        logger.info(f"Processing delayed {msg_type} from {timestamp}: {content}")
+
+    return {"status": "success", "synced_count": len(staged_messages)}
+
+@app.post("/api/v1/cate/trigger", tags=["CATE"])
+async def manual_cate_trigger(event_type: str):
+    if event_type == "sleep_timer_zero":
+        logger.info("CATE: Sleep timer hit zero. User has spawned. Initiating night-owl protocols.")
+        return {"status": "triggered", "action": "night_owl_mode_activated"}
+    return {"status": "ignored", "reason": "Unknown event type"}
+
+# ===============================================================================
+# ENTRY POINT
+# ===============================================================================
+if __name__ == "__main__":
+    port = int(os.environ.get("PORT", 8000))
+    logger.info(f"🚀 Starting Orbit Brain on port {port}...")
+    uvicorn.run("app.main:app", host="0.0.0.0", port=port, reload=False)

app/models/study.py

@@ -0,0 +1,42 @@
+# ==========================================
+# IDENTITY: The Syllabus Vault / Models
+# FILEPATH: backend/app/models/study.py
+# COMPONENT: Database Schema
+# ROLE: Defines what a Study Task and Syllabus look like in the DB.
+# VIBE: The harsh reality of how much Anatomy you haven't read yet. 💀🩺
+# ==========================================
+
+from sqlalchemy import Column, Integer, String, Boolean, DateTime, ForeignKey, Enum, Text
+from sqlalchemy.orm import declarative_base
+from datetime import datetime
+import enum
+
+Base = declarative_base()
+
+class BrainRotLevel(enum.Enum):
+    CHILL = "chill"           # Just highlighting notes
+    MID = "mid"               # Actually trying to understand Pharmacology
+    COOKED = "cooked"         # 3 AM before the exam, straight panic
+
+class StudyTask(Base):
+    __tablename__ = "study_tasks"
+
+    id = Column(Integer, primary_key=True, index=True)
+    title = Column(String, index=True, nullable=False)
+    subject = Column(String, index=True, nullable=False) # e.g., "Internal Medicine"
+    
+    # Scheduling & Sync
+    due_date = Column(DateTime, nullable=True)
+    completed = Column(Boolean, default=False)
+
+    # New metadata for Orbit Life-OS v4.0.0
+    remarks = Column(Text, nullable=True)
+    is_reminder = Column(Boolean, default=False)
+
+    # Chronotype-based scheduling hint
+    brain_rot_level = Column(Enum(BrainRotLevel), default=BrainRotLevel.CHILL)
+    
+    created_at = Column(DateTime, default=datetime.utcnow)
+    
+    def __repr__(self):
+        return f"<StudyTask(title='{self.title}', subject='{self.subject}', completed={self.completed})>"

app/routers/med_scholar.py

@@ -0,0 +1,54 @@
+################################################################################
+#FILE: backend/app/routers/med_scholar.py
+#VERSION: 3.1.5 | SYSTEM: Jarvis Protocol
+################################################################################
+
+from fastapi import APIRouter, Depends, HTTPException, status
+from sqlalchemy.ext.asyncio import AsyncSession
+from sqlalchemy.future import select
+from typing import List, Dict, Any
+import logging
+
+from app.db.session import get_db
+from app.models.study import StudyTask
+
+logger = logging.getLogger("Orbit-MedScholar")
+
+router = APIRouter(prefix="/study/tasks", tags=["med-scholar"])
+
+@router.get("/pending")
+async def get_pending_tasks(db: AsyncSession = Depends(get_db)) -> List[Dict[str, Any]]:
+    """Fetches pending study tasks."""
+    result = await db.execute(select(StudyTask).where(StudyTask.completed == False))
+    tasks = result.scalars().all()
+
+    if not tasks:
+        return []
+
+    return [{
+        "id": t.id,
+        "title": t.title,
+        "subject": t.subject,
+        "brainRotLevel": getattr(t, 'brain_rot_level', 'LOW').name if hasattr(getattr(t, 'brain_rot_level', 'LOW'), 'name') else str(getattr(t, 'brain_rot_level', 'LOW')).split('.')[-1],
+        "isCompleted": getattr(t, 'completed', False),
+        "dueDate": t.due_date.isoformat() if getattr(t, 'due_date', None) else None
+    } for t in tasks]
+
+# 🔥 THE FIX: The VM endpoint to actually receive the completion signal and update Postgres!
+@router.put("/{task_id}/complete", status_code=status.HTTP_200_OK)
+async def complete_task(task_id: int, db: AsyncSession = Depends(get_db)):
+    """Marks a task as completed in the Matrix."""
+    result = await db.execute(select(StudyTask).where(StudyTask.id == task_id))
+    task = result.scalars().first()
+
+    if not task:
+        logger.warning(f"Attempted to complete ghost task ID: {task_id}")
+        raise HTTPException(status_code=404, detail="Task not found. Bro is hallucinating.")
+
+    task.completed = True
+    await db.commit()
+
+    logger.info(f"W Secured! Task '{task.title}' marked as completed. Let's go! 🚀")
+
+    # Ideally, we trigger a Blast Protocol here to update the Workstation UI too!
+    return {"status": "success", "message": "Bag secured. Task wiped."}

app/routers/orbit_ai.py

@@ -0,0 +1,93 @@
+################################################################################
+# FILE: backend/app/routers/orbit_ai.py
+# VERSION: 4.4.0 | SYSTEM: Orbit (The Life-OS Protocol)
+# IDENTITY: The Voice / Chat Endpoint - Task Management & Memory Execution
+################################################################################
+
+from fastapi import APIRouter, Depends, HTTPException
+from pydantic import BaseModel
+from typing import List, Optional
+from sqlalchemy.ext.asyncio import AsyncSession
+from sqlalchemy.future import select
+from app.db.session import get_db
+from app.models.study import StudyTask, BrainRotLevel
+from app.services.orbit_brain import OrbitAssistant
+import logging
+
+logger = logging.getLogger("Orbit-Voice")
+
+router = APIRouter(prefix="/orbit", tags=["Orbit-AI"])
+
+class ChatMessage(BaseModel):
+    role: str # "user" or "model"
+    content: str
+
+class ChatRequest(BaseModel):
+    message: str
+    history: Optional[List[ChatMessage]] = []
+
+class ChatResponse(BaseModel):
+    reply: str
+    status: str = "success"
+
+@router.post("/converse", response_model=ChatResponse)
+async def converse_with_orbit(request: ChatRequest, db: AsyncSession = Depends(get_db)):
+    """The main neural link for talking to Orbit. Now with memory and schedule control!"""
+    try:
+        assistant = OrbitAssistant(db_session=db)
+
+        user_msg = request.message
+
+        # Run the AI chat with history
+        ai_reply = await assistant.chat(
+            user_msg,
+            history=[{"role": h.role, "parts": [h.content]} for h in request.history] if request.history else []
+        )
+
+        # 1. Handle Task Creation
+        if assistant.tasks_to_create:
+            for task_data in assistant.tasks_to_create:
+                new_task = StudyTask(
+                    title=task_data["title"],
+                    subject=task_data["subject"],
+                    due_date=task_data.get("due_date"),
+                    brain_rot_level=task_data["brain_rot_level"],
+                    is_reminder=task_data.get("is_reminder", False),
+                    remarks=task_data.get("remarks")
+                )
+                db.add(new_task)
+            logger.info(f"W Secured: Created {len(assistant.tasks_to_create)} tasks! 🎯")
+
+        # 2. Handle Task Updates
+        if assistant.tasks_to_update:
+            for update_data in assistant.tasks_to_update:
+                task_id = update_data["task_id"]
+                updates = update_data["updates"]
+
+                result = await db.execute(select(StudyTask).where(StudyTask.id == task_id))
+                task = result.scalars().first()
+                if task:
+                    for key, value in updates.items():
+                        if key == "brain_rot_level" and value:
+                            rot_map = {"chill": BrainRotLevel.CHILL, "mid": BrainRotLevel.MID, "cooked": BrainRotLevel.COOKED}
+                            setattr(task, key, rot_map.get(value.lower(), BrainRotLevel.MID))
+                        elif hasattr(task, key):
+                            setattr(task, key, value)
+            logger.info(f"Orbit updated {len(assistant.tasks_to_update)} tasks.")
+
+        # 3. Handle Task Deletions
+        if assistant.tasks_to_delete:
+            for task_id in assistant.tasks_to_delete:
+                result = await db.execute(select(StudyTask).where(StudyTask.id == task_id))
+                task = result.scalars().first()
+                if task:
+                    await db.delete(task)
+            logger.info(f"Orbit deleted {len(assistant.tasks_to_delete)} tasks.")
+
+        await db.commit()
+        return ChatResponse(reply=ai_reply)
+
+    except Exception as e:
+        logger.error(f"Orbit's brain crashed: {str(e)}")
+        await db.rollback()
+        raise HTTPException(status_code=500, detail=f"Orbit's brain crashed: {str(e)}")

app/services/blast.py

@@ -0,0 +1,55 @@
+# ==========================================
+# IDENTITY: The Megaphone / Blast Protocol
+# FILEPATH: backend/app/services/blast.py
+# COMPONENT: WebSocket Manager
+# ROLE: Blasts real-time syncs to Ubuntu & Android.
+# VIBE: "WAKE UP, YOUR STOP LOSS JUST GOT HIT!" 🚨🔊
+# ==========================================
+
+from fastapi import WebSocket
+import logging
+import json
+
+logger = logging.getLogger("Blast-Protocol")
+
+class BlastManager:
+    """
+    Manages dual-device sync. When the VM updates something, 
+    this class makes sure your laptop and phone know instantly.
+    """
+    def __init__(self):
+        self.active_devices: list[WebSocket] = []
+
+    async def connect(self, websocket: WebSocket):
+        await websocket.accept()
+        self.active_devices.append(websocket)
+        logger.info(f"Device locked in. Total devices: {len(self.active_devices)}")
+
+    def disconnect(self, websocket: WebSocket):
+        if websocket in self.active_devices:
+            self.active_devices.remove(websocket)
+            logger.info("Device disconnected. Hope they didn't rage quit.")
+
+    async def blast_event(self, event_type: str, payload: dict):
+        """
+        The main artery. Sends a JSON payload to all connected devices.
+        Used for Forex SL/TP alerts, Task reminders, etc.
+        """
+        message = {
+            "type": event_type,
+            "data": payload
+        }
+        dead_connections = []
+        for device in self.active_devices:
+            try:
+                await device.send_text(json.dumps(message))
+            except Exception as e:
+                logger.error(f"Failed to blast device: {e}")
+                dead_connections.append(device)
+                
+        # Clean up connections that ghosted us
+        for dead in dead_connections:
+            self.disconnect(dead)
+
+# Global instance to be imported across the app (like in forex.py)
+blast_engine = BlastManager()

app/services/cate.py

@@ -0,0 +1,45 @@
+# ==========================================
+# IDENTITY: The AI Big Brother / CATE
+# FILEPATH: backend/app/services/cate.py
+# COMPONENT: Proactive Intelligence
+# ROLE: Decides WHEN to bother you based on your context.
+# VIBE: Your toxic but highly organized manager. 💅🧠
+# ==========================================
+
+import datetime
+import logging
+
+logger = logging.getLogger("CATE")
+
+class ContextAwareTriggerEngine:
+    def __init__(self):
+        self.user_status = "CHILLING" # Could be "TRADING", "STUDYING", "SLEEPING"
+    
+    def update_context(self, new_status: str):
+        self.user_status = new_status
+        logger.info(f"CATE updated user context to: {self.user_status}")
+
+    def evaluate_trigger(self, event_type: str, priority: str) -> bool:
+        """
+        Decides if an event should actually interrupt you.
+        Because we don't want a "Study Pharma" notification while you're
+        monitoring a heavy lot size on Gold (XAUUSD).
+        """
+        current_hour = datetime.datetime.now().hour
+        
+        # Rule 1: Never interrupt deep sleep unless it's a margin call 💀
+        if 2 <= current_hour <= 5 and priority != "CRITICAL":
+            logger.info("CATE blocked notification. Let bro sleep.")
+            return False
+            
+        # Rule 2: If we are trading, block low-priority study alerts
+        if self.user_status == "TRADING" and event_type == "STUDY_REMINDER":
+            logger.info("CATE blocked study reminder. Bro is watching the charts.")
+            return False
+            
+        # If it passes the vibe check, blast it
+        logger.info(f"CATE approved trigger: {event_type}")
+        return True
+
+# Initialize CATE
+cate = ContextAwareTriggerEngine()

app/services/governor.py

@@ -0,0 +1,43 @@
+# ==========================================
+# IDENTITY: The Manager / Life-Governor
+# FILEPATH: backend/app/services/governor.py
+# COMPONENT: Chronotype Scheduling Logic
+# ROLE: Decides what you should be doing based on the time of day.
+# VIBE: "Bro it's 2 AM, why are you trying to learn Cardiology? Go to sleep." 🛏️
+# ==========================================
+
+from datetime import datetime
+import logging
+
+logger = logging.getLogger("Life-Governor")
+
+class LifeGovernor:
+    def __init__(self):
+        # Kisumu timezone vibes. 
+        # Hardcoding the prime hours based on your chronotype.
+        self.peak_focus_hours = range(8, 12)   # 8 AM to 12 PM - Internal Med time
+        self.grind_hours = range(14, 18)       # 2 PM to 6 PM - Coding / SHOFCO time
+        self.london_session = range(10, 19)    # Forex London crossover vibes
+
+    def get_current_recommendation(self) -> str:
+        """
+        Returns a string recommending what you should be doing right now.
+        """
+        current_hour = datetime.now().hour
+        
+        if current_hour in range(0, 5):
+            return "SLEEP_MODE: The markets are dead and your brain is cooked. Go to bed. 💀"
+            
+        elif current_hour in self.peak_focus_hours:
+            return "DEEP_WORK: Highest cognitive load recommended. Lock in on that Med School syllabus."
+            
+        elif current_hour in self.grind_hours:
+            return "EXECUTION: Good time for coding the VM or handling SHOFCO tasks."
+            
+        elif current_hour >= 20:
+            return "WIND_DOWN: Backtest your Forex strategies, review Anki flashcards, and chill."
+            
+        else:
+            return "FLEX_TIME: Do whatever. Maybe grab some fish by the lake?"
+
+governor = LifeGovernor()

app/services/llm.py

@@ -0,0 +1,44 @@
+################################################################################
+#FILE: backend/app/services/llm.py
+#VERSION: 1.0.1 | SYSTEM: Jarvis Protocol
+################################################################################
+
+import google.generativeai as genai
+# 🚀 FIX: Added 'app.' prefix
+from app.core.config import settings
+import logging
+
+logger = logging.getLogger("Orbit-Speak")
+
+class OrbitSpeak:
+    def __init__(self):
+        if settings.GEMINI_API_KEY:
+            genai.configure(api_key=settings.GEMINI_API_KEY)
+            self.model = genai.GenerativeModel('gemini-2.5-flash')
+            logger.info("Orbit-Speak initialized. Gemini is online and ready to judge you.")
+        else:
+            self.model = None
+            logger.warning("No Gemini API key found. Orbit is currently mute. 🤐")
+
+    async def generate_response(self, prompt: str, context: str = "chilling") -> str:
+        if not self.model:
+            return "Bro, you forgot to give me my API key. Check the .env file."
+
+        system_prompt = f"""
+        You are Orbit, an advanced Life-OS assistant. 
+        Current user context: {context}.
+        Keep your responses concise, slightly Gen-Z, and highly pragmatic. 
+        If the user is over-leveraging in Forex, tell them to touch grass.
+        If they are avoiding Med School studying, roast them.
+        """
+
+        full_prompt = f"{system_prompt}\nUser says: {prompt}"
+
+        try:
+            response = self.model.generate_content(full_prompt)
+            return response.text
+        except Exception as e:
+            logger.error(f"Gemini API hit a stop loss: {e}")
+            return "My brain is fried right now (API Error). Ask me later."
+
+orbit_brain = OrbitSpeak()

app/services/med_scan.py

@@ -0,0 +1,43 @@
+################################################################################
+#FILE: backend/app/services/med_scan.py
+#VERSION: 1.0.1 | SYSTEM: Jarvis Protocol
+################################################################################
+
+import logging
+import google.generativeai as genai
+# 🚀 FIX: Added 'app.' prefix
+from app.core.config import settings
+
+logger = logging.getLogger("Med-Scan")
+
+class RadiologistEngine:
+    def __init__(self):
+        if settings.GEMINI_API_KEY:
+            genai.configure(api_key=settings.GEMINI_API_KEY)
+            self.model = genai.GenerativeModel('gemini-2.5-flash')
+            logger.info("Med-Scan OCR initialized. Ready to decode hieroglyphics.")
+        else:
+            self.model = None
+            logger.warning("No Gemini API key. Good luck reading that prescription yourself.")
+
+    async def scan_chart(self, image_bytes: bytes) -> dict:
+        if not self.model:
+            return {"status": "error", "message": "API Key missing. Cannot process image."}
+
+        logger.info("Processing new medical chart... Hold tight.")
+
+        prompt = """
+        You are an expert radiologist, medical scribe, and top-tier Med School professor.
+        Read this patient chart, ECG, or medical notes image.
+        Extract the key information (Symptoms, Diagnosis, Plan, Pathophysiology) and format it cleanly using Markdown.
+        If the handwriting is absolutely cooked and illegible, just do your best and flag it for manual review.
+        """
+
+        try:
+            response = self.model.generate_content([prompt, image_bytes])
+            return {"status": "success", "extracted_data": response.text}
+        except Exception as e:
+            logger.error(f"Med-Scan hit a snag: {e}")
+            return {"status": "error", "message": "Failed to decode the chart. Might actually be a demon spell."}
+
+radiologist = RadiologistEngine()

app/services/memory.py

@@ -0,0 +1,55 @@
+################################################################################
+# FILE: backend/app/services/memory.py
+# VERSION: 1.0.0 | SYSTEM: Orbit Memory Protocol
+# IDENTITY: The Long-term Memory (Vector DB / ChromaDB)
+################################################################################
+
+import chromadb
+from chromadb.utils import embedding_functions
+import logging
+import os
+
+logger = logging.getLogger("Orbit-Memory")
+
+class MemoryService:
+    def __init__(self):
+        # Store memory in a local directory
+        persist_directory = os.path.join(os.getcwd(), "orbit_memory")
+        self.client = chromadb.PersistentClient(path=persist_directory)
+
+        # Using default embedding function (requires internet for some, but Chroma's default is local)
+        self.collection = self.client.get_or_create_collection(
+            name="orbit_user_preferences",
+            metadata={"hnsw:space": "cosine"}
+        )
+
+    def learn(self, fact: str):
+        """Orbit learns something about the user."""
+        try:
+            # We use the fact itself as the ID or a hash
+            fact_id = str(hash(fact))
+            self.collection.add(
+                documents=[fact],
+                ids=[fact_id]
+            )
+            logger.info(f"Orbit learned: {fact}")
+        except Exception as e:
+            logger.error(f"Failed to learn: {e}")
+
+    def query(self, user_query: str, n_results: int = 3) -> str:
+        """Orbit remembers relevant context."""
+        try:
+            results = self.collection.query(
+                query_texts=[user_query],
+                n_results=n_results
+            )
+
+            documents = results.get('documents', [[]])[0]
+            if documents:
+                return "\n".join(documents)
+            return ""
+        except Exception as e:
+            logger.error(f"Memory retrieval failed: {e}")
+            return ""
+
+memory_service = MemoryService()

app/services/mt5_bridge.py

@@ -0,0 +1,53 @@
+################################################################################
+#FILE: backend/app/services/mt5_bridge.py
+#VERSION: 1.0.1 | SYSTEM: Jarvis Protocol
+################################################################################
+
+import MetaTrader5 as mt5
+# 🚀 FIX: Added 'app.' prefix
+from app.core.config import settings
+import logging
+import pandas as pd
+
+logger = logging.getLogger("MT5-Bridge")
+
+class MT5Engine:
+    def __init__(self):
+        self.connected = False
+
+    def connect(self):
+        if not mt5.initialize():
+            logger.error(f"MT5 Init failed. Error code: {mt5.last_error()}")
+            return False
+
+        authorized = mt5.login(
+            settings.MT5_LOGIN,
+            password=settings.MT5_PASSWORD,
+            server=settings.MT5_SERVER
+        )
+
+        if authorized:
+            self.connected = True
+            logger.info(f"MT5 Connected successfully to {settings.MT5_SERVER}. Let's get this bread.")
+            return True
+        else:
+            logger.error(f"Failed to connect to MT5. Did you blow the account? Code: {mt5.last_error()}")
+            return False
+
+    def check_exposure(self):
+        if not self.connected:
+            self.connect()
+
+        account_info = mt5.account_info()
+        if account_info is None:
+            return {"status": "error", "message": "Could not retrieve account info."}
+
+        margin_level = account_info.margin_level
+        equity = account_info.equity
+
+        if margin_level > 0 and margin_level < 300.0:
+            return {"status": "DANGER", "message": "Margin Level critically low. Close some positions bro!"}
+
+        return {"status": "CHILL", "equity": equity, "margin_level": margin_level}
+
+mt5_engine = MT5Engine()

app/services/orbit_brain.py

@@ -0,0 +1,173 @@
+################################################################################
+# FILE: backend/app/services/orbit_brain.py
+# VERSION: 5.7.0 | SYSTEM: Orbit (The Life-OS Protocol)
+# IDENTITY: The Brain / Gemini GenAI SDK - Model & Key Rotation Matrix
+################################################################################
+
+from google import genai
+from google.genai import types
+from datetime import datetime, timedelta
+import logging
+import asyncio
+import pytz
+import random
+
+from app.models.study import BrainRotLevel, StudyTask
+from app.core.config import settings
+from app.services.memory import memory_service
+from sqlalchemy.future import select
+
+logger = logging.getLogger("Orbit-Brain")
+
+class OrbitAssistant:
+    # 🎯 FORCE MODELS: Using the requested Tier-1 models for maximum liquidity
+    MODELS = ["gemini-2.5-flash", "gemini-2.5-flash-lite", "gemini-flash-latest"]
+
+    def __init__(self, db_session=None):
+        self.db = db_session
+        self.tasks_to_create = []
+        self.tasks_to_update = []
+        self.tasks_to_delete = []
+        self.user_tz = pytz.timezone("Africa/Nairobi")
+        nairobi_now_dt = datetime.now(self.user_tz)
+        nairobi_now = nairobi_now_dt.strftime("%Y-%m-%d %H:%M:%S")
+
+        self.system_prompt = f"""
+        You are Orbit, an elite, highly intelligent, Gen-Z "Life-OS" Chief of Staff.
+        Your boss is a medical student living in Kisumu, Kenya.
+        
+        CURRENT TIME (Nairobi/EAT): {nairobi_now}
+        Always assume the user is in EAT-Nairobi.
+
+        YOUR PILLARS:
+        1. "Med-Scholar": Medicine, CATs, exams.
+        2. "Projects": Coding, tech.
+        3. "Internship": SHOFCO Libraries.
+        4. "Life Admin": Bible study, errands, life.
+        5. "Forex Guardian": XAUUSD, trading.
+
+        BRAIN ROT LEVELS: "chill", "mid", "cooked".
+        
+        TONE: Confident, sassy, Gen-Z slang ("no cap", "W", "cooked", "locked in").
+        """
+
+        self.api_keys = settings.get_all_api_keys()
+        if not self.api_keys:
+            logger.error("NO API KEYS FOUND! Orbit is clinically brain dead. 💀")
+            raise ValueError("Missing GEMINI_API_KEY")
+
+        # Initial pointers for rotation matrix
+        self.current_key_index = random.randint(0, len(self.api_keys) - 1)
+        self.current_model_index = 0
+
+    async def get_relevant_context(self, user_message: str) -> str:
+        """Fetch memory and recent task completions."""
+        context_parts = []
+        try:
+            # 1. Memory Context (ChromaDB)
+            memory = memory_service.query(user_message)
+            if memory:
+                context_parts.append(f"PAST PREFERENCES/MEMORY:\n{memory}")
+
+            # 2. Database Context (Recent & Active Tasks)
+            if self.db:
+                try:
+                    result = await self.db.execute(
+                        select(StudyTask)
+                        .where(StudyTask.completed == True)
+                        .order_by(StudyTask.created_at.desc())
+                        .limit(5)
+                    )
+                    recent_tasks = result.scalars().all()
+                    if recent_tasks:
+                        reviews = "\n".join([f"- {t.title}: {t.remarks}" for t in recent_tasks if t.remarks])
+                        if reviews:
+                            context_parts.append(f"RECENT TASK FEEDBACK:\n{reviews}")
+
+                    result = await self.db.execute(select(StudyTask).where(StudyTask.completed == False))
+                    active_tasks = result.scalars().all()
+                    if active_tasks:
+                        task_brief = "\n".join([f"ID {t.id}: {t.title} ({t.subject}) - Due: {t.due_date}" for t in active_tasks])
+                        context_parts.append(f"CURRENT SCHEDULE:\n{task_brief}")
+                except Exception as db_err:
+                    logger.warning(f"DB Context skipped: {db_err}")
+
+        except Exception as e:
+            logger.error(f"Context retrieval failed: {e}")
+
+        return "\n".join(context_parts)
+
+    async def chat(self, user_message: str, history: list = None) -> str:
+        """
+        Sends message with a 'Rotation Matrix' strategy.
+        It cycles through ALL models for a key before moving to the next key.
+        """
+        context = await self.get_relevant_context(user_message)
+        dynamic_prompt = self.system_prompt
+        if context:
+            dynamic_prompt += f"\n\nRELEVANT CONTEXT:\n{context}"
+
+        formatted_history = []
+        if history:
+            for h in history:
+                formatted_history.append(types.Content(role=h["role"], parts=[types.Part(text=p) for p in h["parts"]]))
+
+        # --- THE ROTATION MATRIX ---
+        # Total attempts = Number of Keys * Number of Models
+        total_keys = len(self.api_keys)
+        total_models = len(self.MODELS)
+
+        for key_attempt in range(total_keys):
+            current_key = self.api_keys[self.current_key_index]
+
+            # Skip placeholders
+            if not current_key or "your_gemini" in current_key:
+                self.current_key_index = (self.current_key_index + 1) % total_keys
+                continue
+
+            client = genai.Client(api_key=current_key)
+
+            for model_attempt in range(total_models):
+                current_model = self.MODELS[self.current_model_index]
+
+                try:
+                    logger.info(f"Trying {current_model} with key {current_key[:8]}...")
+
+                    chat = client.chats.create(
+                        model=current_model,
+                        config=types.GenerateContentConfig(
+                            system_instruction=dynamic_prompt,
+                            automatic_function_calling=types.AutomaticFunctionCallingConfig(disable=False)
+                        ),
+                        history=formatted_history
+                    )
+
+                    response = await asyncio.to_thread(chat.send_message, user_message)
+                    reply_text = response.text
+
+                    if not reply_text:
+                        reply_text = "Task secured. 🎯" if (self.tasks_to_create or self.tasks_to_update or self.tasks_to_delete) else "I'm locked in."
+
+                    return reply_text
+
+                except Exception as e:
+                    err_str = str(e)
+                    # If it's a rate limit or invalid key, we rotate models first, then keys
+                    if any(err in err_str for err in ["429", "RESOURCE_EXHAUSTED", "400", "INVALID_ARGUMENT", "API_KEY_INVALID"]):
+                        logger.warning(f"⚠️ {current_model} failed with key {current_key[:8]}. Error: {err_str[:50]}...")
+
+                        # Move to the next model in the list
+                        self.current_model_index = (self.current_model_index + 1) % total_models
+
+                        # If we've tried all models for this key, move to next key and reset model pointer
+                        if model_attempt == total_models - 1:
+                            logger.warning(f"❌ All models failed for key {current_key[:8]}. Rotating to next key.")
+                            self.current_key_index = (self.current_key_index + 1) % total_keys
+                            self.current_model_index = 0
+                        continue
+                    else:
+                        # For other errors (Connection, etc.), we don't necessarily rotate, just log and fail
+                        logger.error(f"Critical AI Error: {err_str}")
+                        raise e
+
+        return "Orbit is fully cooked. All keys and models hit a stop-loss. 📉"

app/services/psych_check.py

@@ -0,0 +1,45 @@
+# ==========================================
+# IDENTITY: The Therapist / Psych-Check Engine
+# FILEPATH: backend/app/services/psych_check.py
+# COMPONENT: Proactive Intelligence
+# ROLE: Monitors your "heart rate" to lock trading if you're panicking.
+# VIBE: "Bro your BPM is 140, step away from the terminal. You are about to revenge trade." 🛑💔
+# ==========================================
+
+import logging
+
+logger = logging.getLogger("Psych-Check")
+
+class PsychCheckEngine:
+    def __init__(self):
+        self.trading_locked = False
+        self.baseline_bpm = 70
+        self.panic_threshold = 110 # If BPM hits this, we cut the MT5 bridge
+
+    def evaluate_biometrics(self, current_bpm: int):
+        """
+        In the future, this hooks into your smartwatch API.
+        For now, we simulate the vibe check.
+        """
+        logger.info(f"Psych-Check running. Current BPM: {current_bpm}")
+
+        if current_bpm >= self.panic_threshold:
+            self.trading_locked = True
+            logger.warning("🚨 PANIC DETECTED 🚨. User is stressing. Locking MT5 terminal.")
+            return {
+                "status": "LOCKED",
+                "message": "Heart rate too high. Trading disabled for 15 minutes. Touch grass."
+            }
+        
+        elif self.trading_locked and current_bpm <= (self.baseline_bpm + 10):
+            self.trading_locked = False
+            logger.info("User has calmed down. Unlocking terminal. Let him cook.")
+            return {
+                "status": "UNLOCKED",
+                "message": "Vitals stable. You may resume trading."
+            }
+            
+        return {"status": "ACTIVE", "message": "Stay frosty."}
+
+# Global instance
+psych_ward = PsychCheckEngine()

app/services/telegram_mod.py

@@ -0,0 +1,48 @@
+################################################################################
+#FILE: backend/app/services/telegram_mod.py
+#VERSION: 1.0.1 | SYSTEM: Jarvis Protocol
+################################################################################
+
+import logging
+import asyncio
+# 🚀 FIX: Added 'app.' prefix
+from app.core.config import settings
+
+logger = logging.getLogger("Telegram-Bouncer")
+
+class TelegramModerator:
+    def __init__(self):
+        self.bot_token = getattr(settings, "TELEGRAM_BOT_TOKEN", None)
+        self.banned_words = ["spoonfeed", "leak", "exam answers", "buy signal", "crypto pump"]
+
+        if self.bot_token:
+            logger.info("Telegram Bouncer is at the door. Checking IDs.")
+        else:
+            logger.warning("No Telegram bot token. The group chat is currently the Wild West.")
+
+    async def check_message(self, user_id: str, message_text: str) -> dict:
+        logger.info(f"Scanning message from user {user_id}...")
+        message_lower = message_text.lower()
+
+        for word in self.banned_words:
+            if word in message_lower:
+                logger.warning(f"Opp detected! User {user_id} used banned word: {word}")
+                return {
+                    "action": "DELETE_AND_WARN",
+                    "message": f"Bro, we don't do '{word}' here. Lock in and study. Strike 1."
+                }
+
+        if "anatomy" in message_lower or "usmle" in message_lower:
+            return {"action": "REACT", "emoji": "🧠", "message": "Valid academic discussion. Let him cook."}
+
+        return {"action": "NONE", "message": "Message clean. Vibe check passed."}
+
+    async def start_polling(self):
+        if not self.bot_token:
+            return
+
+        logger.info("Starting Telegram polling loop... Watchlist active.")
+        while True:
+            await asyncio.sleep(5)
+
+telegram_bouncer = TelegramModerator()

app/worker/heartbeat.py

@@ -0,0 +1,44 @@
+################################################################################
+#FILE: backend/app/worker/heartbeat.py
+#VERSION: 1.0.1 | SYSTEM: Jarvis Protocol
+################################################################################
+
+import asyncio
+import logging
+# 🚀 FIX: Added 'app.' prefix to all service imports!
+from app.services.governor import governor
+from app.services.cate import cate
+from app.services.blast import blast_engine
+
+logger = logging.getLogger("Orbit-Heartbeat")
+
+async def forex_market_watch():
+    """Simulates a 24/7 background loop checking MT5."""
+    while True:
+        logger.debug("Scanning Forex charts... XAUUSD looking mid.")
+        fake_tp_event = False
+
+        if fake_tp_event:
+            await blast_engine.blast_event(
+                "TRADE_UPDATE",
+                {"pair": "XAUUSD", "status": "TP_HIT", "pnl": "+$500", "message": "Bag secured. Go buy some fish."}
+            )
+
+        await asyncio.sleep(60)
+
+async def study_nag_loop():
+    """Checks the Governor to see if you should be studying."""
+    while True:
+        vibe = governor.get_current_recommendation()
+        if "DEEP_WORK" in vibe:
+            if cate.evaluate_trigger("STUDY_REMINDER", "HIGH"):
+                await blast_engine.blast_event(
+                    "MED_SCHOLAR",
+                    {"message": "Bro, Internal Med isn't going to read itself. Open the textbook."}
+                )
+        await asyncio.sleep(3600)
+
+async def start_heartbeat():
+    logger.info("Starting Orbit Heartbeat... 🫀")
+    asyncio.create_task(forex_market_watch())
+    asyncio.create_task(study_nag_loop())

fix_db.py

@@ -0,0 +1,39 @@
+import asyncio
+from sqlalchemy import text
+from app.db.session import engine
+
+async def run_migration():
+    async with engine.begin() as conn:
+        print("Checking database columns...")
+        # Check if remarks column exists
+        result = await conn.execute(text("""
+            SELECT column_name
+            FROM information_schema.columns
+            WHERE table_name='study_tasks' AND column_name='remarks';
+        """))
+        exists = result.fetchone()
+
+        if not exists:
+            print("Adding 'remarks' column to 'study_tasks'...")
+            await conn.execute(text("ALTER TABLE study_tasks ADD COLUMN remarks TEXT;"))
+            print("Column 'remarks' added.")
+        else:
+            print("Column 'remarks' already exists.")
+
+        # Also check for is_reminder
+        result = await conn.execute(text("""
+            SELECT column_name
+            FROM information_schema.columns
+            WHERE table_name='study_tasks' AND column_name='is_reminder';
+        """))
+        exists = result.fetchone()
+
+        if not exists:
+            print("Adding 'is_reminder' column to 'study_tasks'...")
+            await conn.execute(text("ALTER TABLE study_tasks ADD COLUMN is_reminder BOOLEAN DEFAULT FALSE;"))
+            print("Column 'is_reminder' added.")
+        else:
+            print("Column 'is_reminder' already exists.")
+
+if __name__ == "__main__":
+    asyncio.run(run_migration())

inject_task.py

@@ -0,0 +1,46 @@
+# ================================================================================
+# FILE: /Projects/Orbit/backend/inject_task.py
+# PURPOSE: Direct Market Access to PostgreSQL 🪐
+# ================================================================================
+
+import sys
+import os
+
+# 🛠️ THE HEDGE: Python is having amnesia. We forcefully inject the backend 
+# folder into its memory (sys.path) so it knows where the 'app' module lives.
+# No more fakeouts!
+sys.path.append(os.path.dirname(os.path.abspath(__file__)))
+
+from app.db.database import SessionLocal
+from app.models.task import Task
+from datetime import datetime, timedelta
+
+def inject_liquidity():
+    print("Opening connection to the dark pool (Postgres)... 🏦")
+    db = SessionLocal()
+
+    try:
+        # Create a new limit order (Task)
+        new_task = Task(
+            title="Review Pharmacology Flashcards",
+            subject="Internal Medicine",
+            brain_rot_level="HIGH", # Bro is cooked 💀
+            completed=False,
+            due_date=datetime.now() + timedelta(days=2)
+        )
+
+        # Add to the session and commit the transaction
+        db.add(new_task)
+        db.commit()
+
+        print(f"✅ W Secured! Task '{new_task.title}' injected into Orbit.")
+        print("Go tap the Refresh button on your phone now! 📱✨")
+
+    except Exception as e:
+        print(f"❌ Stop Loss Hit! Transaction failed: {e}")
+        db.rollback()
+    finally:
+        db.close()
+
+if __name__ == "__main__":
+    inject_liquidity()

render.yaml

@@ -0,0 +1,44 @@
+################################################################################
+# FILE: backend/render.yaml
+# VERSION: 1.0.0 | SYSTEM: Infrastructure as Code (IaC)
+################################################################################
+#
+# This file tells Render exactly how to build your entire stack.
+# It creates the Postgres DB, Redis instance, and the FastAPI Web Service
+# all connected together automatically. It's basically a setup cheat code.
+
+services:
+  # 1. The Brain (FastAPI Web Service)
+  - type: web
+    name: orbit-api
+    env: docker # We are using the Dockerfile we just updated
+    region: frankfurt # Choose a region close to Kenya for better latency (Frankfurt is usually good)
+    plan: free # Keepin' it free tier for now
+    envVars:
+      # Connect the API to the DBs created below
+      - key: DATABASE_URL
+        fromDatabase:
+          name: orbit-db
+          property: connectionString
+      - key: REDIS_URL
+        fromService:
+          type: redis
+          name: orbit-redis
+          property: connectionString
+      # Add your API keys here (Render will prompt you for these or you can set them in the dashboard later)
+      # - key: GEMINI_API_KEY
+      #   sync: false
+
+  # 2. The Long-Term Memory (PostgreSQL)
+  - type: pgo
+    name: orbit-db
+    plan: free
+    region: frankfurt
+    # Render manages the Postgres version automatically
+
+  # 3. The Short-Term Memory / Trigger Cache (Redis)
+  - type: redis
+    name: orbit-redis
+    plan: free
+    region: frankfurt
+    ipAllowList: [] # Allow internal Render connections only

requirements.txt

@@ -0,0 +1,30 @@
+################################################################################
+# FILE: backend/requirements.txt
+# VERSION: 1.2.1 | SYSTEM: Orbit Brain Upgrade + Memory
+################################################################################
+
+# Core Framework
+fastapi>=0.104.1,<0.105.0
+uvicorn[standard]>=0.24.0.post1,<0.25.0
+python-dotenv>=1.0.0,<1.1.0
+
+# Database & ORM
+sqlalchemy>=2.0.23,<2.1.0
+asyncpg>=0.29.0,<0.30.0
+alembic>=1.12.1,<1.13.0
+
+# Security
+pydantic>=2.5.2,<2.6.0
+pydantic-settings>=2.1.0,<2.2.0
+python-jose[cryptography]>=3.3.0,<3.4.0
+passlib[bcrypt]>=1.7.4,<1.8.0
+
+# AI & Agents
+google-genai>=0.3.0,<0.4.0
+google-api-core>=2.11.1
+chromadb>=0.4.24
+
+# Data & Integrations
+redis>=5.0.1,<5.1.0
+pytz>=2023.3.post1,<2023.4
+sentence-transformers>=2.2.2

test_neon_db.py

@@ -0,0 +1,90 @@
+#>>>--- START_FILE_BLOCK: backend/test_neon_db.py
+################################################################################
+# FILE: backend/test_neon_db.py
+# VERSION: 1.0.0 | SYSTEM: Neon DB Snitch / Diagnostic EA
+################################################################################
+#
+# PURPOSE: 
+# Bypasses the main app to interrogate the Neon Postgres Database directly.
+# Detects cold-starts, invalid passwords, SSL tantrums, and connection drops.
+
+import asyncio
+import asyncpg
+import os
+import time
+from urllib.parse import urlparse, unquote
+
+async def run_snitch():
+    print("==================================================")
+    print(" 🕵️‍♂️ NEON DB SNITCH v1.0 (INITIALIZING PROBE) ")
+    print("==================================================")
+
+    # 1. Fetch the raw liquidity (Environment Variable)
+    raw_url = os.getenv("DATABASE_URL")
+    
+    if not raw_url:
+        print("❌ FATAL: DATABASE_URL is completely missing! Mr. Hugging Face's vault is empty.")
+        return
+
+    # Hide the password so we don't leak it on the public blockchain (logs)
+    parsed = urlparse(raw_url)
+    safe_url = raw_url.replace(parsed.password, "********") if parsed.password else raw_url
+    print(f"🔍 RAW URL DETECTED: {safe_url}")
+
+    # 2. Apply the Anti-Slippage Fixes exactly like config.py
+    # Remove SQLAlchemy's '+asyncpg' because pure asyncpg hates it
+    clean_url = raw_url.replace("postgresql+asyncpg://", "postgresql://")
+    
+    # Strip Neon's weird parameters
+    if "?" in clean_url:
+        clean_url = clean_url.split("?")[0]
+        
+    # Force pure SSL
+    clean_url += "?ssl=require"
+
+    clean_parsed = urlparse(clean_url)
+    safe_clean_url = clean_url.replace(clean_parsed.password, "********") if clean_parsed.password else clean_url
+    print(f"🛠️ CLEANED URL (Executing Trade): {safe_clean_url}")
+    print("--------------------------------------------------")
+
+    # 3. Execution Phase: Attempt Connection & Time the Cold Start
+    print("⏳ Sending Ping to Neon Postgres... Waiting for DB to put its boots on...")
+    start_time = time.time()
+
+    try:
+        # We establish a raw connection, zero intermediaries.
+        conn = await asyncpg.connect(clean_url, timeout=15.0)
+        
+        latency = round((time.time() - start_time) * 1000, 2)
+        print(f"✅ CONNECTION SECURED! (Latency: {latency} ms)")
+        
+        if latency > 2000:
+            print("⚠️ WARNING: High latency detected! Neon was definitely sleeping. That's a cold start.")
+        else:
+            print("⚡ DB is wide awake and routing fast!")
+
+        # 4. Take Profit: Run a test query
+        version = await conn.fetchval('SELECT version();')
+        print(f"📊 NEON POSTGRES VERSION: {version[:50]}...")
+        
+        await conn.close()
+        print("==================================================")
+        print(" 🟢 ALL SYSTEMS GO. THE VAULT IS OPEN. ")
+        print("==================================================")
+
+    except asyncpg.exceptions.InvalidAuthorizationSpecificationError:
+        print("❌ ERROR: Invalid Password or Username! Neon rejected your credentials. Check your Hugging Face secrets.")
+    except asyncpg.exceptions.InvalidCatalogNameError:
+        print(f"❌ ERROR: Database name '{clean_parsed.path[1:]}' does not exist on this Neon server!")
+    except asyncio.TimeoutError:
+        print("❌ ERROR: Connection Timed Out! Neon took too long to wake up, or Safaricom dropped the packet somewhere over Thika.")
+    except Exception as e:
+        print(f"❌ UNKNOWN SLIPPAGE DETECTED: {str(e)}")
+        print("   -> Tip: Check if the error mentions 'ssl' or 'channel_binding'.")
+    finally:
+        print("\n[Snitch execution finished]")
+
+if __name__ == "__main__":
+    asyncio.run(run_snitch())
+
+#<<<--- END_FILE_BLOCK: backend/test_neon_db.py