Community Platform Patterns

Build engaging community platforms with sustainable moderation and meaningful interaction design.

Core Data Model

from datetime import datetime
from enum import Enum

class MemberRole(str, Enum):
    MEMBER = "member"
    MODERATOR = "moderator"
    ADMIN = "admin"

class ContentStatus(str, Enum):
    DRAFT = "draft"
    PUBLISHED = "published"
    HIDDEN = "hidden"      # Soft-removed by mod
    ARCHIVED = "archived"

# Core entities
class Member:
    id: str
    display_name: str
    bio: str
    joined_at: datetime
    role: MemberRole
    reputation: int = 0

class Discussion:
    id: str
    title: str
    body: str
    author_id: str
    category: str
    status: ContentStatus
    created_at: datetime
    reply_count: int = 0
    view_count: int = 0
    pinned: bool = False
    locked: bool = False

class Reply:
    id: str
    discussion_id: str
    author_id: str
    body: str
    parent_id: str | None = None  # Threaded replies
    status: ContentStatus
    created_at: datetime
    upvotes: int = 0

Discussion Forum

Thread Display Patterns

Flat (chronological): Best for announcements and linear conversations.

Threaded (nested): Best for technical discussions where tangents are valuable.

Hybrid (flat with quoted replies): Best for general discussion.

async def get_discussion_with_replies(discussion_id: str, sort: str = "chronological"):
    discussion = await db.get_discussion(discussion_id)
    replies = await db.get_replies(discussion_id)

    if sort == "chronological":
        return sorted(replies, key=lambda r: r.created_at)
    elif sort == "threaded":
        return build_thread_tree(replies)
    elif sort == "popular":
        return sorted(replies, key=lambda r: r.upvotes, reverse=True)

Categories and Tags

CATEGORIES = {
    "reading-group": {"description": "Book discussions and study groups", "color": "#4A90D9"},
    "announcements": {"description": "Official updates", "color": "#E74C3C", "mod_only": True},
    "help": {"description": "Questions and support", "color": "#2ECC71"},
    "showcase": {"description": "Share your work", "color": "#F39C12"},
    "meta": {"description": "About the community itself", "color": "#9B59B6"},
}

Reputation System

Action-Based Scoring

Action	Points	Rationale
Post discussion	+2	Encourages contribution
Reply to discussion	+1	Encourages engagement
Receive upvote	+5	Community validation
Give upvote	+1	Encourages voting
Marked as answer	+15	High-value contribution
Post hidden by mod	-10	Discourages violations

Privilege Tiers

PRIVILEGE_TIERS = {
    0: ["read", "reply"],
    10: ["create_discussion", "upvote"],
    50: ["edit_own_posts", "flag_content"],
    100: ["create_events", "add_tags"],
    500: ["edit_wiki_posts"],
    1000: ["nominate_moderator"],
}

def get_privileges(reputation: int) -> list[str]:
    privileges = []
    for threshold, perms in PRIVILEGE_TIERS.items():
        if reputation >= threshold:
            privileges.extend(perms)
    return privileges

Content Moderation

Moderation Queue

class ModerationAction(str, Enum):
    APPROVE = "approve"
    HIDE = "hide"
    WARN = "warn"
    BAN_TEMPORARY = "ban_temporary"
    BAN_PERMANENT = "ban_permanent"

async def flag_content(content_id: str, reason: str, reporter_id: str):
    flag = await db.create_flag(
        content_id=content_id,
        reason=reason,
        reporter_id=reporter_id,
    )
    # Auto-hide if threshold reached
    flag_count = await db.count_flags(content_id)
    if flag_count >= 3:
        await db.update_content_status(content_id, ContentStatus.HIDDEN)
        await notify_moderators(content_id, flag_count)

Community Guidelines Enforcement

GUIDELINES = {
    "be_respectful": "Treat others as you'd want to be treated",
    "stay_on_topic": "Keep discussions relevant to the community focus",
    "no_spam": "No promotional content without context",
    "cite_sources": "Back up claims with references when possible",
    "no_personal_attacks": "Criticize ideas, not people",
}

async def moderate(content_id: str, action: ModerationAction, reason: str, mod_id: str):
    await db.record_mod_action(content_id, action, reason, mod_id)
    if action == ModerationAction.HIDE:
        await db.update_content_status(content_id, ContentStatus.HIDDEN)
        await notify_author(content_id, reason)
    elif action == ModerationAction.WARN:
        await send_warning(content_id, reason)

Event Management

class Event:
    id: str
    title: str
    description: str
    organizer_id: str
    event_type: str  # "reading-group", "salon", "workshop", "office-hours"
    starts_at: datetime
    ends_at: datetime
    location: str  # URL for virtual, address for physical
    capacity: int | None
    rsvp_count: int = 0
    recurring: str | None = None  # "weekly", "biweekly", "monthly"

async def create_recurring_events(template: Event, count: int):
    events = []
    for i in range(count):
        event = template.copy()
        if template.recurring == "weekly":
            event.starts_at += timedelta(weeks=i)
            event.ends_at += timedelta(weeks=i)
        events.append(await db.create_event(event))
    return events

Notification System

class NotificationType(str, Enum):
    REPLY = "reply"
    MENTION = "mention"
    UPVOTE = "upvote"
    EVENT_REMINDER = "event_reminder"
    MOD_ACTION = "mod_action"

async def send_notification(user_id: str, notification_type: NotificationType, data: dict):
    prefs = await db.get_notification_preferences(user_id)
    if notification_type.value not in prefs.get("muted", []):
        await db.create_notification(user_id, notification_type, data)
        if prefs.get("email_enabled") and notification_type in prefs.get("email_types", []):
            await send_email_notification(user_id, notification_type, data)

Anti-Patterns

• No onboarding flow — New members need guided first steps
• Flat hierarchy only — Categories/tags help people find relevant content
• No moderation tools — Build moderation from day one, not after the first incident
• Gamification without purpose — Points should encourage healthy behavior, not just activity
• One-size-fits-all notifications — Let members control what they receive
• No archive strategy — Old discussions should be searchable but not clutter active feeds