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Content Strategist AI

Developer PRD (Product Requirements Document)

Version: 1.0
Last Updated: January 2, 2026
Target Platform: Dokploy on DigitalOcean
Primary Developer Tool: Claude Code

Architecture Overview
Database Schema
API Endpoints
Authentication & Authorization
Content Generation Pipeline
PDF Generation System
Distribution System
File Storage
White-Label System
CSV Import System
Environment Variables
Deployment Configuration

1. Architecture Overview

┌─────────────────────────────────────────────────────────────────┐
│                         FRONTEND                                 │
│              (React/Next.js - Agency Designed)                  │
└─────────────────────────────────────────────────────────────────┘
                                │
                                ▼
┌─────────────────────────────────────────────────────────────────┐
│                        API GATEWAY                               │
│                    (FastAPI + Uvicorn)                          │
├─────────────────────────────────────────────────────────────────┤
│  • Authentication (JWT)                                         │
│  • Rate Limiting                                                │
│  • Request Validation                                           │
│  • White-label Domain Routing                                   │
└─────────────────────────────────────────────────────────────────┘
                                │
                ┌───────────────┼───────────────┐
                ▼               ▼               ▼
┌───────────────────┐ ┌─────────────────┐ ┌─────────────────┐
│   TASK QUEUE      │ │    DATABASE     │ │  FILE STORAGE   │
│  (Celery+Redis)   │ │  (PostgreSQL)   │ │   (Local/S3)    │
├───────────────────┤ ├─────────────────┤ ├─────────────────┤
│ • Content Gen     │ │ • Users         │ │ • PDFs          │
│ • Research        │ │ • Agencies      │ │ • Images        │
│ • PDF Render      │ │ • Clients       │ │ • Covers        │
│ • Distribution    │ │ • Documents     │ │                 │
└───────────────────┘ │ • Templates     │ └─────────────────┘
         │            │ • Schedules     │
         ▼            └─────────────────┘
┌─────────────────────────────────────────────────────────────────┐
│                    EXTERNAL SERVICES                             │
├─────────────────┬─────────────────┬─────────────────────────────┤
│  Claude API     │  Freepik API    │  Social Media APIs          │
│  (Research +    │  (Stock Images) │  (LinkedIn, FB, X, GMB)     │
│   Content Gen)  │                 │                             │
└─────────────────┴─────────────────┴─────────────────────────────┘

Tech Stack

Component	Technology	Version
Backend Framework	FastAPI	0.109+
Python Version	Python	3.11+
Database	PostgreSQL	15+
Task Queue	Celery	5.3+
Message Broker	Redis	7+
PDF Generation	WeasyPrint	60+
ORM	SQLAlchemy	2.0+
Migration	Alembic	1.13+
Auth	python-jose (JWT)	3.3+
HTTP Client	httpx	0.26+
Validation	Pydantic	2.5+

2. Database Schema

2.1 Core Tables

-- Plans (System-defined tiers)
CREATE TABLE plans (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    name VARCHAR(50) NOT NULL,              -- 'pro_annual', 'pro_monthly', 'enterprise_annual', 'enterprise_monthly'
    display_name VARCHAR(100) NOT NULL,     -- 'Pro Annual', etc.
    price_cents INTEGER NOT NULL,
    billing_period VARCHAR(20) NOT NULL,    -- 'annual', 'monthly'
    max_seats INTEGER NOT NULL,             -- 50 or 200
    max_templates INTEGER,                  -- 5 or NULL (unlimited)
    custom_domain BOOLEAN DEFAULT FALSE,
    included_api_credits_cents INTEGER DEFAULT 0,  -- 0 for BYOK, 100000 for Enterprise
    allows_image_upload BOOLEAN DEFAULT FALSE,
    created_at TIMESTAMP DEFAULT NOW(),
    updated_at TIMESTAMP DEFAULT NOW()
);

-- Agencies (Customers of Oxford Pierpont)
CREATE TABLE agencies (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    plan_id UUID REFERENCES plans(id),
    name VARCHAR(255) NOT NULL,
    slug VARCHAR(100) UNIQUE NOT NULL,      -- For subdomain/routing
    custom_domain VARCHAR(255),             -- Enterprise only
    
    -- API Keys (BYOK)
    anthropic_api_key_encrypted TEXT,
    freepik_api_key_encrypted TEXT,
    
    -- Branding
    logo_horizontal_url TEXT,
    logo_vertical_url TEXT,
    logo_round_url TEXT,
    color_mode VARCHAR(10) DEFAULT 'light', -- 'light', 'dark'
    color_accent_1 VARCHAR(7) DEFAULT '#1a4a6e',
    color_accent_2 VARCHAR(7) DEFAULT '#b8860b',
    color_accent_3 VARCHAR(7) DEFAULT '#2980b9',
    footer_text TEXT,
    
    -- OAuth Credentials (Agency manages)
    linkedin_oauth JSONB,
    facebook_oauth JSONB,
    twitter_oauth JSONB,
    google_business_oauth JSONB,
    
    -- Billing
    subscription_status VARCHAR(20) DEFAULT 'active',
    subscription_started_at TIMESTAMP,
    subscription_ends_at TIMESTAMP,
    api_usage_cents_this_period INTEGER DEFAULT 0,
    
    created_at TIMESTAMP DEFAULT NOW(),
    updated_at TIMESTAMP DEFAULT NOW()
);

-- Users (People who log in)
CREATE TABLE users (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    agency_id UUID REFERENCES agencies(id),
    client_id UUID REFERENCES clients(id),  -- NULL for agency users
    email VARCHAR(255) UNIQUE NOT NULL,
    password_hash TEXT NOT NULL,
    role VARCHAR(20) NOT NULL,              -- 'super_admin', 'agency_admin', 'agency_member', 'client'
    name VARCHAR(255),
    is_active BOOLEAN DEFAULT TRUE,
    last_login_at TIMESTAMP,
    created_at TIMESTAMP DEFAULT NOW(),
    updated_at TIMESTAMP DEFAULT NOW()
);

-- Clients (End customers of agencies)
CREATE TABLE clients (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    agency_id UUID REFERENCES agencies(id) NOT NULL,
    
    -- Basic Info
    company_name VARCHAR(255) NOT NULL,
    contact_name VARCHAR(255),
    contact_email VARCHAR(255),
    contact_phone VARCHAR(50),
    website_url TEXT,
    industry VARCHAR(255),
    
    -- Branding (inherits from agency if not set)
    logo_horizontal_url TEXT,
    logo_vertical_url TEXT,
    logo_round_url TEXT,
    color_accent_1 VARCHAR(7),
    color_accent_2 VARCHAR(7),
    color_accent_3 VARCHAR(7),
    footer_text TEXT,
    
    -- Social Media (OAuth tokens)
    linkedin_oauth JSONB,
    facebook_oauth JSONB,
    twitter_oauth JSONB,
    google_business_oauth JSONB,
    
    -- Content Settings
    default_tone VARCHAR(20) DEFAULT 'professional',
    related_services TEXT[],
    target_keywords TEXT[],
    additional_context TEXT,
    
    is_active BOOLEAN DEFAULT TRUE,
    created_at TIMESTAMP DEFAULT NOW(),
    updated_at TIMESTAMP DEFAULT NOW()
);

-- Templates (Managed by Super Admin)
CREATE TABLE templates (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    code VARCHAR(50) UNIQUE NOT NULL,       -- 'EXEC_01', 'MINIMAL_02', etc.
    name VARCHAR(255) NOT NULL,
    description TEXT,
    preview_image_url TEXT,
    html_template TEXT NOT NULL,            -- The actual HTML template
    css_template TEXT NOT NULL,             -- The CSS
    is_active BOOLEAN DEFAULT TRUE,
    is_premium BOOLEAN DEFAULT FALSE,       -- Enterprise only
    created_at TIMESTAMP DEFAULT NOW(),
    updated_at TIMESTAMP DEFAULT NOW()
);

-- Agency Template Access (Many-to-Many)
CREATE TABLE agency_templates (
    agency_id UUID REFERENCES agencies(id),
    template_id UUID REFERENCES templates(id),
    PRIMARY KEY (agency_id, template_id)
);

-- Documents (Generated Content)
CREATE TABLE documents (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    client_id UUID REFERENCES clients(id) NOT NULL,
    template_id UUID REFERENCES templates(id),
    
    -- Content
    title VARCHAR(500) NOT NULL,
    topic VARCHAR(500) NOT NULL,
    content_json JSONB NOT NULL,            -- Structured content for template
    pdf_url TEXT,
    cover_image_url TEXT,
    
    -- Generation Settings
    tone VARCHAR(20),
    industry VARCHAR(255),
    keywords TEXT[],
    related_services TEXT[],
    custom_direction TEXT,
    additional_context TEXT,
    
    -- Research Data
    research_sources JSONB,                 -- URLs and snippets used
    statistics_used JSONB,                  -- Stats included in doc
    
    -- Status
    status VARCHAR(20) DEFAULT 'pending',   -- 'pending', 'generating', 'ready', 'distributed', 'failed'
    generation_started_at TIMESTAMP,
    generation_completed_at TIMESTAMP,
    error_message TEXT,
    
    -- Distribution
    distributed_at TIMESTAMP,
    distribution_channels JSONB,            -- {linkedin: true, facebook: false, ...}
    distribution_results JSONB,             -- {linkedin: {post_id: '...', url: '...'}, ...}
    
    created_at TIMESTAMP DEFAULT NOW(),
    updated_at TIMESTAMP DEFAULT NOW(),
    
    -- Retention: Documents auto-deleted after 3 years
    expires_at TIMESTAMP DEFAULT (NOW() + INTERVAL '3 years')
);

-- Scheduled Content (CSV Imports)
CREATE TABLE scheduled_content (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    client_id UUID REFERENCES clients(id) NOT NULL,
    
    -- Schedule
    scheduled_date DATE NOT NULL,
    scheduled_time TIME DEFAULT '09:00:00',
    
    -- Content Settings
    topic VARCHAR(500) NOT NULL,
    template_code VARCHAR(50),
    tone VARCHAR(20),
    keywords TEXT[],
    custom_direction TEXT,
    
    -- Status
    status VARCHAR(20) DEFAULT 'pending',   -- 'pending', 'processing', 'completed', 'failed'
    document_id UUID REFERENCES documents(id),
    error_message TEXT,
    
    created_at TIMESTAMP DEFAULT NOW(),
    updated_at TIMESTAMP DEFAULT NOW()
);

-- Generation Jobs (Task Tracking)
CREATE TABLE generation_jobs (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    document_id UUID REFERENCES documents(id),
    
    -- Progress Tracking
    current_step VARCHAR(50),
    steps_completed TEXT[],
    progress_percent INTEGER DEFAULT 0,
    
    -- Timing
    started_at TIMESTAMP,
    completed_at TIMESTAMP,
    
    -- Celery
    celery_task_id VARCHAR(255),
    
    created_at TIMESTAMP DEFAULT NOW()
);

-- Indexes
CREATE INDEX idx_documents_client_id ON documents(client_id);
CREATE INDEX idx_documents_status ON documents(status);
CREATE INDEX idx_documents_created_at ON documents(created_at);
CREATE INDEX idx_scheduled_content_date ON scheduled_content(scheduled_date);
CREATE INDEX idx_scheduled_content_status ON scheduled_content(status);
CREATE INDEX idx_clients_agency_id ON clients(agency_id);
CREATE INDEX idx_users_agency_id ON users(agency_id);

3. API Endpoints

3.1 Authentication

POST   /api/v1/auth/login              # Login, returns JWT
POST   /api/v1/auth/logout             # Invalidate token
POST   /api/v1/auth/refresh            # Refresh JWT
GET    /api/v1/auth/me                 # Current user info

3.2 Agency Management (Super Admin)

GET    /api/v1/admin/agencies          # List all agencies
POST   /api/v1/admin/agencies          # Create agency
GET    /api/v1/admin/agencies/:id      # Get agency details
PUT    /api/v1/admin/agencies/:id      # Update agency
DELETE /api/v1/admin/agencies/:id      # Deactivate agency

GET    /api/v1/admin/templates         # List all templates
POST   /api/v1/admin/templates         # Create template
PUT    /api/v1/admin/templates/:id     # Update template
DELETE /api/v1/admin/templates/:id     # Deactivate template

3.3 Agency Operations (Agency Admin)

GET    /api/v1/agency/settings         # Get agency settings
PUT    /api/v1/agency/settings         # Update agency settings
PUT    /api/v1/agency/branding         # Update branding (logos, colors)
PUT    /api/v1/agency/api-keys         # Update API keys (BYOK)

GET    /api/v1/agency/team             # List team members
POST   /api/v1/agency/team             # Add team member
PUT    /api/v1/agency/team/:id         # Update team member
DELETE /api/v1/agency/team/:id         # Remove team member

GET    /api/v1/agency/templates        # List available templates

3.4 Client Management

GET    /api/v1/clients                 # List clients (agency view)
POST   /api/v1/clients                 # Create client
GET    /api/v1/clients/:id             # Get client details
PUT    /api/v1/clients/:id             # Update client
PUT    /api/v1/clients/:id/branding    # Update client branding
PUT    /api/v1/clients/:id/social      # Update social OAuth
DELETE /api/v1/clients/:id             # Deactivate client

3.5 Document Generation

POST   /api/v1/clients/:id/documents/generate    # Start generation
GET    /api/v1/documents/:id                     # Get document details
GET    /api/v1/documents/:id/status              # Get generation status (for polling)
GET    /api/v1/documents/:id/pdf                 # Download PDF
DELETE /api/v1/documents/:id                     # Delete document

# WebSocket for real-time progress
WS     /api/v1/ws/generation/:job_id             # Real-time generation updates

3.6 Document Management

GET    /api/v1/clients/:id/documents             # List client documents
GET    /api/v1/clients/:id/documents?status=ready  # Filter by status

3.7 Distribution

POST   /api/v1/documents/:id/distribute          # Distribute to selected channels
GET    /api/v1/documents/:id/distribution-status # Check distribution results

3.8 Scheduled Content

GET    /api/v1/clients/:id/schedule              # List scheduled content
POST   /api/v1/clients/:id/schedule              # Add single scheduled item
POST   /api/v1/clients/:id/schedule/import       # CSV import
DELETE /api/v1/clients/:id/schedule/:id          # Remove scheduled item

3.9 Public/Demo Endpoints

POST   /api/v1/demo/generate                     # Demo generation (limited)
GET    /api/v1/demo/:id/status                   # Demo status
GET    /api/v1/demo/:id/preview                  # Demo preview (watermarked)

4. Authentication & Authorization

4.1 JWT Structure

{
  "sub": "user_uuid",
  "role": "agency_admin",
  "agency_id": "agency_uuid",
  "client_id": null,
  "exp": 1704567890,
  "iat": 1704481490
}

4.2 Role Permissions

PERMISSIONS = {
    "super_admin": [
        "admin:*",
        "agency:*",
        "client:*",
        "document:*",
        "template:*"
    ],
    "agency_admin": [
        "agency:read",
        "agency:update",
        "agency:branding",
        "agency:api_keys",
        "agency:team:*",
        "client:*",
        "document:*",
        "schedule:*",
        "template:read"
    ],
    "agency_member": [
        "client:read",
        "document:create",
        "document:read",
        "document:distribute",
        "schedule:read",
        "template:read"
    ],
    "client": [
        "client:read:own",
        "document:read:own",
        "document:create:own"
    ]
}

4.3 White-Label Domain Routing

# Middleware to resolve agency from domain
async def resolve_agency_middleware(request: Request, call_next):
    host = request.headers.get("host", "")
    
    # Check custom domain
    agency = await get_agency_by_domain(host)
    
    # Check subdomain
    if not agency:
        subdomain = host.split(".")[0]
        agency = await get_agency_by_slug(subdomain)
    
    # Default to demo/public
    request.state.agency = agency
    return await call_next(request)

5. Content Generation Pipeline

5.1 Generation Steps

GENERATION_STEPS = [
    {"id": "topic_analysis", "label": "Analyzing Topic", "weight": 5},
    {"id": "keyword_research", "label": "Researching Keywords", "weight": 10},
    {"id": "web_research", "label": "Reading Sources", "weight": 25},
    {"id": "industry_analysis", "label": "Analyzing Industry Reports", "weight": 15},
    {"id": "outline_creation", "label": "Creating Outline", "weight": 5},
    {"id": "content_writing", "label": "Writing Content", "weight": 20},
    {"id": "statistics_integration", "label": "Adding Statistics", "weight": 5},
    {"id": "chart_generation", "label": "Generating Charts", "weight": 5},
    {"id": "template_application", "label": "Applying Design", "weight": 5},
    {"id": "pdf_rendering", "label": "Rendering PDF", "weight": 3},
    {"id": "quality_review", "label": "Final Review", "weight": 2},
]

5.2 Celery Task Chain

@celery.task(bind=True)
def generate_document(self, document_id: str):
    """Main generation orchestrator"""
    
    # 1. Topic Analysis
    update_progress(document_id, "topic_analysis")
    topic_data = analyze_topic(document.topic, document.industry)
    
    # 2. Keyword Research
    update_progress(document_id, "keyword_research")
    keywords = research_keywords(topic_data, document.keywords)
    
    # 3. Web Research (DEEP - this is the differentiator)
    update_progress(document_id, "web_research")
    research = conduct_deep_research(
        topic=topic_data,
        keywords=keywords,
        industry=document.industry,
        min_sources=20,  # Minimum, will expand based on topic complexity
        max_sources=500  # Upper bound for safety
    )
    
    # 4. Industry Analysis
    update_progress(document_id, "industry_analysis")
    industry_insights = analyze_industry_reports(research, document.industry)
    
    # 5. Outline Creation
    update_progress(document_id, "outline_creation")
    outline = create_content_outline(
        topic=topic_data,
        research=research,
        insights=industry_insights,
        tone=document.tone,
        custom_direction=document.custom_direction
    )
    
    # 6. Content Writing
    update_progress(document_id, "content_writing")
    content = write_content(
        outline=outline,
        research=research,
        tone=document.tone,
        related_services=document.related_services
    )
    
    # 7. Statistics Integration
    update_progress(document_id, "statistics_integration")
    content_with_stats = integrate_statistics(content, research)
    
    # 8. Chart Generation
    update_progress(document_id, "chart_generation")
    charts = generate_charts(content_with_stats.statistics)
    
    # 9. Template Application
    update_progress(document_id, "template_application")
    html = apply_template(
        template=document.template,
        content=content_with_stats,
        charts=charts,
        client=document.client,
        cover_image=get_cover_image(document)
    )
    
    # 10. PDF Rendering
    update_progress(document_id, "pdf_rendering")
    pdf_path = render_pdf(html, document_id)
    
    # 11. Quality Review
    update_progress(document_id, "quality_review")
    review_result = quality_check(pdf_path, content_with_stats)
    
    # Complete
    finalize_document(document_id, pdf_path, content_with_stats)

5.3 Research System

async def conduct_deep_research(
    topic: TopicData,
    keywords: List[str],
    industry: str,
    min_sources: int = 20,
    max_sources: int = 500
) -> ResearchResult:
    """
    Conduct thorough research on a topic.
    This is NOT shallow blog research.
    Research depth scales with topic complexity.
    """
    
    # Determine research scope based on topic complexity
    complexity = assess_topic_complexity(topic)
    target_sources = min(
        max_sources,
        max(min_sources, complexity.recommended_sources)
    )
    
    # Phase 1: Broad search
    broad_results = await search_web(
        queries=generate_search_queries(topic, keywords),
        max_results=target_sources * 2
    )
    
    # Phase 2: Deep read of relevant sources
    relevant_sources = filter_relevant_sources(broad_results, topic)
    deep_content = await read_sources_deeply(relevant_sources[:target_sources])
    
    # Phase 3: Extract insights, statistics, quotes
    insights = extract_insights(deep_content)
    statistics = extract_statistics(deep_content)
    expert_quotes = extract_quotes(deep_content)
    
    # Phase 4: Industry-specific augmentation
    industry_data = await fetch_industry_data(industry, topic)
    
    return ResearchResult(
        sources=deep_content,
        insights=insights,
        statistics=statistics,
        quotes=expert_quotes,
        industry_data=industry_data,
        source_count=len(deep_content)
    )

6. PDF Generation System

6.1 Template Structure

/templates
  /executive_01
    template.html      # Main HTML structure
    styles.css         # Base styles
    variables.css      # Color/font variables (overwritten per client)
    components/
      cover.html
      section.html
      callout.html
      chart.html
      footer.html

6.2 Template Variable Injection

TEMPLATE_VARIABLES = {
    # Brand Colors (from client settings)
    "PRIMARY_COLOR": "#1a4a6e",
    "SECONDARY_COLOR": "#b8860b",
    "ACCENT_COLOR": "#2980b9",
    "TEXT_COLOR": "#333333",
    
    # Brand Assets
    "LOGO_URL": "https://...",
    "COMPANY_NAME": "Client Corp",
    "FOOTER_TEXT": "© 2026 Client Corp. All rights reserved.",
    
    # Content
    "DOCUMENT_TITLE": "...",
    "DOCUMENT_SUBTITLE": "...",
    "SECTIONS": [...],
    "STATISTICS": [...],
    "CHARTS": [...],
}

6.3 Chart Generation

def generate_charts(statistics: List[Statistic]) -> List[ChartData]:
    """Generate chart SVGs/images from statistics"""
    
    charts = []
    for stat in statistics:
        if stat.type == "comparison":
            chart = generate_bar_chart(stat)
        elif stat.type == "trend":
            chart = generate_line_chart(stat)
        elif stat.type == "percentage":
            chart = generate_donut_chart(stat)
        elif stat.type == "breakdown":
            chart = generate_pie_chart(stat)
        else:
            chart = generate_stat_callout(stat)
        
        charts.append(chart)
    
    return charts

6.4 PDF Rendering

from weasyprint import HTML, CSS

def render_pdf(html_content: str, document_id: str) -> str:
    """Render HTML to PDF using WeasyPrint"""
    
    output_path = f"/storage/documents/{document_id}.pdf"
    
    html = HTML(string=html_content)
    css = CSS(string="""
        @page {
            size: letter;
            margin: 0;
        }
        body {
            -webkit-print-color-adjust: exact;
            print-color-adjust: exact;
        }
    """)
    
    html.write_pdf(output_path, stylesheets=[css])
    
    return output_path

7. Distribution System

7.1 Distribution Handler

async def distribute_document(
    document: Document,
    channels: List[str]  # ['linkedin', 'facebook', 'twitter', 'google_business']
) -> DistributionResult:
    """Distribute document to selected social channels"""
    
    results = {}
    
    # Get client OAuth credentials
    client = document.client
    
    for channel in channels:
        try:
            if channel == "linkedin":
                result = await post_to_linkedin(
                    oauth=client.linkedin_oauth,
                    title=document.title,
                    summary=generate_social_summary(document, "linkedin"),
                    pdf_url=document.pdf_url
                )
            elif channel == "facebook":
                result = await post_to_facebook(...)
            elif channel == "twitter":
                result = await post_to_twitter(...)
            elif channel == "google_business":
                result = await post_to_google_business(...)
            
            results[channel] = {"success": True, "post_id": result.id, "url": result.url}
        
        except Exception as e:
            results[channel] = {"success": False, "error": str(e)}
    
    return DistributionResult(results=results)

8. File Storage

8.1 Storage Configuration

STORAGE_CONFIG = {
    "provider": "local",  # or "s3"
    "base_path": "/var/storage/content-strategist",
    "public_base_url": "https://authAPI.net/files",  # or sec-admn.com
    
    "paths": {
        "documents": "documents/{agency_id}/{client_id}/{document_id}.pdf",
        "covers": "covers/{agency_id}/{client_id}/{document_id}.jpg",
        "logos": "logos/{agency_id}/{filename}",
        "client_images": "images/{agency_id}/{client_id}/{filename}",
    },
    
    "retention_days": 1095,  # 3 years
}

8.2 Custom Domain Support

def get_public_url(path: str, agency: Agency) -> str:
    """Generate public URL respecting custom domains"""
    
    if agency.custom_domain:
        return f"https://{agency.custom_domain}/files/{path}"
    else:
        return f"https://authAPI.net/files/{agency.slug}/{path}"

9. White-Label System

9.1 Branding Resolution

def resolve_branding(client: Client) -> BrandingConfig:
    """Resolve branding with client -> agency fallback"""
    
    agency = client.agency
    
    return BrandingConfig(
        logo_horizontal=client.logo_horizontal_url or agency.logo_horizontal_url,
        logo_vertical=client.logo_vertical_url or agency.logo_vertical_url,
        logo_round=client.logo_round_url or agency.logo_round_url,
        color_accent_1=client.color_accent_1 or agency.color_accent_1,
        color_accent_2=client.color_accent_2 or agency.color_accent_2,
        color_accent_3=client.color_accent_3 or agency.color_accent_3,
        footer_text=client.footer_text or agency.footer_text,
        color_mode=agency.color_mode,
    )

9.2 Domain Configuration

# Nginx config for custom domains
server {
    listen 443 ssl;
    server_name ~^(?<agency>.+)\.contentstrategist\.com$;
    
    location / {
        proxy_pass http://app:8000;
        proxy_set_header X-Agency-Slug $agency;
        proxy_set_header Host $host;
    }
}

server {
    listen 443 ssl;
    server_name custom.agency-domain.com;
    
    location / {
        proxy_pass http://app:8000;
        proxy_set_header X-Custom-Domain $host;
        proxy_set_header Host $host;
    }
}

10. CSV Import System

10.1 CSV Format

scheduled_date,scheduled_time,topic,template_code,tone,keywords,custom_direction
2026-01-15,09:00,AI Implementation Best Practices,EXEC_01,authoritative,"AI,implementation,strategy","Focus on ROI metrics"
2026-01-16,09:00,Data Security in Cloud Computing,MINIMAL_02,professional,"cloud,security,compliance",
2026-01-17,09:00,Future of Remote Work,EXEC_01,conversational,"remote work,hybrid,productivity",

10.2 Import Endpoint

@router.post("/clients/{client_id}/schedule/import")
async def import_schedule_csv(
    client_id: UUID,
    file: UploadFile,
    current_user: User = Depends(get_current_user)
):
    """Import scheduled content from CSV"""
    
    # Parse CSV
    content = await file.read()
    rows = parse_csv(content)
    
    # Validate
    errors = []
    valid_rows = []
    
    for i, row in enumerate(rows):
        validation = validate_schedule_row(row, client_id)
        if validation.errors:
            errors.append({"row": i + 2, "errors": validation.errors})
        else:
            valid_rows.append(validation.data)
    
    if errors:
        return {"success": False, "errors": errors, "valid_count": len(valid_rows)}
    
    # Insert
    for row in valid_rows:
        await create_scheduled_content(client_id, row)
    
    return {"success": True, "imported_count": len(valid_rows)}

11. Environment Variables

# Application
APP_ENV=production
APP_DEBUG=false
APP_SECRET_KEY=your-secret-key-here
APP_URL=https://api.contentstrategist.com

# Database
DATABASE_URL=postgresql://user:pass@localhost:5432/content_strategist

# Redis
REDIS_URL=redis://localhost:6379/0

# Storage
STORAGE_PROVIDER=local
STORAGE_PATH=/var/storage/content-strategist
PUBLIC_FILE_URL=https://authAPI.net/files

# External APIs (Default, agencies can override)
ANTHROPIC_API_KEY=sk-ant-...
FREEPIK_API_KEY=...

# Social Media App Credentials (for OAuth)
LINKEDIN_CLIENT_ID=...
LINKEDIN_CLIENT_SECRET=...
FACEBOOK_APP_ID=...
FACEBOOK_APP_SECRET=...
TWITTER_CLIENT_ID=...
TWITTER_CLIENT_SECRET=...
GOOGLE_CLIENT_ID=...
GOOGLE_CLIENT_SECRET=...

# Encryption
ENCRYPTION_KEY=your-32-byte-key-here

# Rate Limiting
RATE_LIMIT_REQUESTS=100
RATE_LIMIT_PERIOD=60

12. Deployment Configuration

12.1 Docker Compose

version: '3.8'

services:
  api:
    build: .
    ports:
      - "8000:8000"
    environment:
      - DATABASE_URL=postgresql://postgres:postgres@db:5432/content_strategist
      - REDIS_URL=redis://redis:6379/0
    depends_on:
      - db
      - redis
    volumes:
      - ./storage:/var/storage/content-strategist

  worker:
    build: .
    command: celery -A app.worker worker --loglevel=info
    environment:
      - DATABASE_URL=postgresql://postgres:postgres@db:5432/content_strategist
      - REDIS_URL=redis://redis:6379/0
    depends_on:
      - db
      - redis
    volumes:
      - ./storage:/var/storage/content-strategist

  scheduler:
    build: .
    command: celery -A app.worker beat --loglevel=info
    environment:
      - DATABASE_URL=postgresql://postgres:postgres@db:5432/content_strategist
      - REDIS_URL=redis://redis:6379/0
    depends_on:
      - db
      - redis

  db:
    image: postgres:15
    environment:
      - POSTGRES_USER=postgres
      - POSTGRES_PASSWORD=postgres
      - POSTGRES_DB=content_strategist
    volumes:
      - postgres_data:/var/lib/postgresql/data

  redis:
    image: redis:7-alpine
    volumes:
      - redis_data:/data

volumes:
  postgres_data:
  redis_data:

12.2 Dokploy Configuration

# dokploy.yaml
name: content-strategist
services:
  - name: api
    type: docker
    dockerfile: Dockerfile
    port: 8000
    healthcheck: /health
    env_file: .env.production
    
  - name: worker
    type: docker
    dockerfile: Dockerfile
    command: celery -A app.worker worker --loglevel=info
    env_file: .env.production
    
  - name: scheduler
    type: docker
    dockerfile: Dockerfile
    command: celery -A app.worker beat --loglevel=info
    env_file: .env.production

databases:
  - name: postgres
    type: postgresql
    version: "15"
    
  - name: redis
    type: redis
    version: "7"

domains:
  - api.contentstrategist.com
  - "*.contentstrategist.com"

Appendix A: Error Codes

Code	Description
AUTH_001	Invalid credentials
AUTH_002	Token expired
AUTH_003	Insufficient permissions
GEN_001	Generation failed - API error
GEN_002	Generation failed - Research timeout
GEN_003	Generation failed - Template error
DIST_001	Distribution failed - OAuth invalid
DIST_002	Distribution failed - Platform error
PLAN_001	Seat limit exceeded
PLAN_002	Template not available on plan

Appendix B: WebSocket Events

// Client -> Server
{ "type": "subscribe", "job_id": "uuid" }
{ "type": "unsubscribe", "job_id": "uuid" }

// Server -> Client
{ "type": "progress", "step": "web_research", "percent": 45, "detail": "Reading 127 sources..." }
{ "type": "complete", "document_id": "uuid", "pdf_url": "https://..." }
{ "type": "error", "code": "GEN_001", "message": "..." }

Overview

aiConnected OS

Business Platform

Apps & Modules

Neurigraph

Acquired Intelligence

Spatial Computing

Papers & Research

Supporting Docs

Archive

​Content Strategist AI

​Developer PRD (Product Requirements Document)

​Table of Contents

​1. Architecture Overview

​Tech Stack

​2. Database Schema

​2.1 Core Tables

​3. API Endpoints

​3.1 Authentication

​3.2 Agency Management (Super Admin)

​3.3 Agency Operations (Agency Admin)

​3.4 Client Management

​3.5 Document Generation

​3.6 Document Management

​3.7 Distribution

​3.8 Scheduled Content

​3.9 Public/Demo Endpoints

​4. Authentication & Authorization

​4.1 JWT Structure

​4.2 Role Permissions

​4.3 White-Label Domain Routing

​5. Content Generation Pipeline

​5.1 Generation Steps

​5.2 Celery Task Chain

​5.3 Research System

​6. PDF Generation System

​6.1 Template Structure

​6.2 Template Variable Injection

​6.3 Chart Generation

​6.4 PDF Rendering

​7. Distribution System

​7.1 Distribution Handler

​8. File Storage

​8.1 Storage Configuration

​8.2 Custom Domain Support

​9. White-Label System

​9.1 Branding Resolution

​9.2 Domain Configuration

​10. CSV Import System

​10.1 CSV Format

​10.2 Import Endpoint

​11. Environment Variables

​12. Deployment Configuration

​12.1 Docker Compose

​12.2 Dokploy Configuration

​Appendix A: Error Codes

​Appendix B: WebSocket Events

Content Strategist AI

Developer PRD (Product Requirements Document)

Table of Contents

1. Architecture Overview

Tech Stack

2. Database Schema

2.1 Core Tables

3. API Endpoints

3.1 Authentication

3.2 Agency Management (Super Admin)

3.3 Agency Operations (Agency Admin)

3.4 Client Management

3.5 Document Generation

3.6 Document Management

3.7 Distribution

3.8 Scheduled Content

3.9 Public/Demo Endpoints

4. Authentication & Authorization

4.1 JWT Structure

4.2 Role Permissions

4.3 White-Label Domain Routing

5. Content Generation Pipeline

5.1 Generation Steps

5.2 Celery Task Chain

5.3 Research System

6. PDF Generation System

6.1 Template Structure

6.2 Template Variable Injection

6.3 Chart Generation

6.4 PDF Rendering

7. Distribution System

7.1 Distribution Handler

8. File Storage

8.1 Storage Configuration

8.2 Custom Domain Support

9. White-Label System

9.1 Branding Resolution

9.2 Domain Configuration

10. CSV Import System

10.1 CSV Format

10.2 Import Endpoint

11. Environment Variables

12. Deployment Configuration

12.1 Docker Compose

12.2 Dokploy Configuration

Appendix A: Error Codes

Appendix B: WebSocket Events