44 KiB
Vibn Reusable Small Business Building Blocks
1. Concept Summary
Vibn should not generate every small business application from scratch.
Instead, Vibn should maintain a reusable library of backend components and frontend themes that cover the most common needs across small businesses and small SaaS products. The AI’s job is to select, configure, combine, and lightly customize these components for each customer’s business.
The goal is to turn Vibn into an AI-native small business application assembly platform.
Instead of this:
User asks for app → AI writes custom backend from scratch → one-off codebase
Vibn should work like this:
User describes business → AI recommends modules → user selects components → user selects frontend theme → AI generates config/adapters/pages/workflows → app is assembled
The key product promise:
Pick what your business needs. Choose a look. Vibn builds your working v1.
2. Strategic Framing: Vibn as a Cost-Saving Building Block Platform
Vibn is not simply an AI app builder.
Vibn is a reusable small business software assembly platform where the expensive, repetitive building blocks are already built, tested, documented, and designed to work together.
The core economic insight is:
Most custom small business software wastes time and AI tokens rebuilding the same foundations:
auth, users, contacts, forms, payments, bookings, email, notifications, documents, permissions, workflows, analytics, and dashboards.
Vibn should avoid this by maintaining a library of reusable backend components and frontend themes that the AI can assemble into a fully wired v1 application.
Instead of this:
User describes app
→ AI generates backend from scratch
→ AI generates frontend from scratch
→ AI debugs basic plumbing
→ user pays for duplicated work
Vibn should work like this:
User describes business
→ Vibn recommends proven components
→ user selects components
→ user selects frontend theme
→ AI generates config, adapters, pages, workflows, and copy
→ Vibn produces a fully wired v1 app
The AI should not spend tokens rebuilding standard systems. It should spend tokens adapting proven systems to the customer’s business.
3. Core Principle
The AI should be a product assembler, not a raw code generator.
The AI should mostly generate:
module configuration
workflow configuration
permission configuration
page configuration
notification configuration
business-specific adapter code
AI instructions
seed data
copy/content
The AI should avoid generating:
core auth logic
payment logic
booking logic
notification infrastructure
database primitives
permission systems
file storage logic
audit logging
analytics plumbing
Those should exist as stable Vibn-owned components.
4. Why This Matters
Most small business software is a variation of the same core objects:
business
location
user
staff
customer
lead
contact
service
product
booking
order
invoice
payment
form
task
document
message
notification
review
campaign
report
automation
Different industries combine these primitives in different ways.
For example:
Salon:
Customer → Service → Booking → Staff → Payment → Review Request
Summer Camp:
Household → Child → Registration Form → Session → Invoice → Attendance → Parent Notification
Mobile Dental Hygiene:
Patient → Intake Form → Appointment → Consent Form → Service Record → Invoice → Recall Reminder
Contractor:
Lead → Quote → Job → Work Order → Invoice → Payment → Follow-up
Consultant:
Lead → Call Booking → Proposal → Project → Tasks → Invoice → Subscription
Restaurant / Catering:
Customer → Menu Items → Order → Pickup / Delivery Time → Payment → Receipt
Marketing Automation SaaS:
Profile → Event → Segment → Campaign → Message → Journey → Conversion Report
The backend components are mostly the same. The difference is naming, configuration, workflow rules, permissions, and user experience.
5. Component + Theme Project Creation Flow
When a new Vibn project starts, the user should be guided through three decisions:
1. What kind of business or product are you building?
2. Which prebuilt components do you want?
3. Which frontend style/theme do you want to start from?
The result should be a fully wired v1 application, not a mockup.
5.1 Step 1: Business Intake
The user describes the business in natural language.
Example:
I run a mobile dental hygiene clinic. I need customers to book appointments, fill out forms, pay invoices, receive reminders, and get recall messages.
Vibn identifies:
business type
primary users
required workflows
recommended components
recommended theme
recommended automations
5.2 Step 2: Component Selection
Vibn should present recommended reusable building blocks.
Example recommended components:
Contacts / Customers
Services / Catalog
Bookings
Forms / Intake
Payments / Invoices
Communications
Documents / Waivers
Tasks / Workflows
Reviews
Analytics
AI Agent
The user can accept the recommendation, remove components, or add others.
The important product rule:
The user chooses business capabilities, not technical infrastructure.
They should see:
Customer bookings
Online payments
Email/SMS reminders
Forms and waivers
Staff task lists
Review requests
Reports
Not:
Postgres tables
API routes
message queues
object storage
RBAC middleware
5.3 Step 3: Frontend Theme Selection
The user then selects a packaged frontend theme.
Themes are not just colors. Each theme should include:
navigation structure
dashboard layouts
page templates
form styles
table styles
card styles
empty states
mobile rules
public landing page
customer portal style
admin portal style
settings pages
analytics views
copy tone
Example themes:
Clean SaaS
Local Service Business
Modern Clinic
Family Friendly / Camp
Premium Consultant
B2B Dashboard
Marketplace
Restaurant / Ordering
Mobile Staff App
Customer.io-style Marketing App
The selected theme determines the starting interface for the generated app.
5.4 Step 4: Fully Wired v1 Generation
After components and theme are selected, Vibn’s AI generates a working v1.
A valid v1 should include:
database configuration
enabled modules
roles and permissions
admin dashboard
customer portal
public pages
forms
email/SMS templates
workflow automations
seed data
settings pages
analytics dashboard
deployment configuration
Example output for a mobile service business:
Customer creates account
Customer books appointment
Customer fills intake form
Admin sees booking
Staff receives task
Invoice is generated
Reminder email/SMS is scheduled
Customer receives confirmation
Service completion triggers review request
Analytics records conversion
This is the product magic:
Pick the building blocks. Pick the look. Vibn builds the working v1.
6. Recommended Architecture
Vibn should be structured as a modular backend system with AI-readable manifests and a packaged theme system.
/vibn-platform
/packages
/core
/auth
/organizations
/contacts
/catalog
/bookings
/payments
/forms
/communications
/documents
/tasks
/inventory
/analytics
/ai-agent
/marketing
/reviews
/locations
/themes
/clean-saas
/local-service
/modern-clinic
/family-camp
/premium-consultant
/b2b-dashboard
/marketplace
/restaurant-ordering
/mobile-staff
/marketing-automation
/recipes
/salon
/camp-registration
/clinic
/mobile-service-business
/contractor
/consultant
/restaurant-catering
/rental-business
/membership-business
/local-marketplace
/marketing-automation-saas
/templates
/nextjs-saas
/admin-dashboard
/customer-portal
/staff-mobile-app
/public-landing-page
/provider-portal
/docs-for-ai
/module-index.md
/schema-rules.md
/architecture-rules.md
/workflow-examples.md
/business-type-recipes.md
/theme-index.md
/do-not-modify-core.md
Each generated customer app should look more like this:
/customer-app
/app
/components
/config
vibn.config.ts
modules.config.ts
permissions.config.ts
workflows.config.ts
communications.config.ts
theme.config.ts
business-profile.config.ts
/adapters
/bookings
/payments
/communications
/forms
/ai
/content
/email-templates
/sms-templates
/landing-page-copy
package.json
The customer app imports Vibn modules, but only owns its configuration and customizations.
7. Recommended Core Backend Components
7.1 Core Platform Component
Purpose: shared foundation for all Vibn apps.
Includes:
organizations
locations
users
memberships
roles
permissions
settings
audit_logs
files
tags
custom_fields
metadata
api_keys
webhooks
imports
exports
Required in every app.
7.2 Authentication and Identity
Purpose: login, accounts, staff access, customer portals, provider portals.
Includes:
users
sessions
passwordless_login
oauth_accounts
roles
permissions
organization_memberships
customer_accounts
staff_accounts
invites
Recommended integrations/libraries:
Auth.js / NextAuth
Clerk, if speed matters more than ownership
Lucia-style custom auth if full control is preferred
Google OAuth
Magic link login
Passkeys later
Vibn should own the permission model even if using an external auth provider.
7.3 Organization and Location Management
Purpose: support solo businesses, multi-location businesses, teams, franchises, and marketplaces.
Includes:
organizations
business_profiles
locations
departments
business_hours
holiday_hours
service_areas
public_profiles
contact_points
This should align closely with Schema.org concepts like:
Organization
LocalBusiness
Place
PostalAddress
OpeningHoursSpecification
ContactPoint
GeoCoordinates
This alignment matters because the same structured data can support SEO, public profiles, Google search visibility, local landing pages, and AI understanding.
7.4 Contacts / CRM
Purpose: common people and relationship layer.
Includes:
contacts
customers
leads
clients
households
children
guardians
staff
vendors
companies
contact_methods
addresses
notes
tags
consents
custom_fields
interaction_history
Design principle:
A customer, lead, vendor, staff member, or guardian should usually be a role attached to a contact, not a totally separate object.
Recommended reference project:
Twenty CRM
Vibn should not simply copy a CRM. It should build a smaller, composable contact layer that can power many business types.
7.5 Catalog / Services / Products
Purpose: describe what the business sells, offers, books, rents, or packages.
Includes:
items
products
services
service_categories
packages
plans
prices
price_rules
modifiers
add_ons
tax_rates
discounts
availability_rules
Should support:
services
physical products
digital products
classes
camp sessions
appointments
rental items
membership plans
subscriptions
bundles
add-ons
Recommended reference project:
Medusa.js
Medusa is especially useful as a reference for modular commerce, products, carts, orders, workflows, and extensible data models.
7.6 Booking / Scheduling
Purpose: appointment, class, resource, session, event, and staff scheduling.
Includes:
calendars
availability_windows
blackout_dates
appointments
bookings
booking_participants
resources
rooms
equipment
shifts
schedule_rules
recurrence_rules
waitlists
cancellations
reschedules
capacity_rules
Should support:
one-on-one appointments
group classes
camp sessions
resource booking
staff schedules
room booking
equipment booking
mobile service visits
pickup and delivery windows
recurring bookings
Recommended reference project:
Cal.com
Vibn should likely build its own simplified booking primitive, but Cal.com is an excellent reference for scheduling flows, availability, calendar integrations, and booking UX.
7.7 Payments / Orders / Invoicing
Purpose: money layer for small businesses.
Includes:
carts
orders
order_items
quotes
estimates
invoices
invoice_items
payments
refunds
credits
deposits
payouts
subscriptions
payment_methods
taxes
receipts
Should support:
checkout
deposits
quotes
approvals
invoices
recurring billing
subscriptions
refunds
partial payments
tax handling
receipts
Recommended integrations/libraries:
Stripe
Square
Medusa.js
Open-source invoice templates
PDF generation library
Vibn should abstract payment providers behind a payment interface.
Example:
PaymentProvider.createPaymentIntent()
PaymentProvider.capturePayment()
PaymentProvider.refundPayment()
PaymentProvider.createSubscription()
This lets each app use Stripe, Square, or another provider without rewriting business logic.
7.8 Forms / Intake / Waivers
Purpose: reusable intake and submission system.
Includes:
forms
form_sections
form_fields
form_submissions
submission_answers
file_uploads
signatures
waivers
consents
approval_statuses
submission_to_object_mappings
Should support:
customer intake
patient intake
camp registration
quote requests
job applications
incident reports
waivers
consent forms
surveys
feedback
staff onboarding
Recommended reference project:
Formbricks
Vibn should make forms map directly into core objects.
Example:
Registration form submission
→ creates household
→ creates child contact
→ creates booking
→ creates invoice
→ sends parent confirmation
7.9 Communications
Communications should not be treated as a minor notification feature.
For most small business apps, email and messaging are core infrastructure.
Vibn should have a dedicated reusable component:
@vibn/communications
This component should include:
email sending
SMS sending
push notifications
in-app notifications
email templates
SMS templates
transactional messages
broadcast messages
reminders
conversation threads
message logs
delivery status
unsubscribe/preferences
template variables
scheduled messages
AI-drafted messages
approval workflows
Common message templates should be prebuilt:
welcome email
passwordless login email
booking confirmation
booking reminder
booking cancellation
form incomplete reminder
waiver missing reminder
invoice sent
payment receipt
overdue invoice reminder
staff assignment
new lead notification
review request
weekly report
campaign email
abandoned registration email
The AI should not generate message infrastructure repeatedly.
Instead, it should configure:
which messages are enabled
when messages send
who receives them
which channel is used
whether approval is required
which variables are inserted
Example configuration:
export const communicationsConfig = {
channels: ["email", "sms"],
provider: {
email: "resend",
sms: "twilio"
},
templates: {
bookingConfirmation: true,
bookingReminder: true,
invoiceSent: true,
invoiceReminder: true,
reviewRequest: true
},
reminders: {
bookingReminder: ["24h_before", "2h_before"],
invoiceReminder: ["3d_after_due", "7d_after_due"]
},
approvalRequired: {
transactional: false,
marketing: true
}
}
This is one of the highest-value token-saving modules because otherwise every generated app needs to rebuild the same communication plumbing.
Recommended reference project:
Novu
Recommended providers:
Resend
Postmark
SendGrid
Twilio
Firebase Cloud Messaging
Expo Push
Vibn should have one communication abstraction:
CommunicationService.send()
CommunicationService.schedule()
CommunicationService.cancel()
CommunicationService.renderTemplate()
The app should not care which provider sends the message.
7.10 Tasks / Jobs / Operations
Purpose: internal work management.
Includes:
projects
jobs
tasks
task_assignments
checklists
work_orders
status_changes
approvals
comments
internal_notes
attachments
time_entries
activity_logs
Should support:
field service jobs
staff task boards
client onboarding
camp admin reviews
clinic preparation
agency projects
implementation plans
maintenance work
approval workflows
This should be a core Vibn strength because most small businesses need operational clarity more than they need another generic app.
7.11 Documents / Files / PDF Generation
Purpose: structured document generation and file handling.
Includes:
documents
document_templates
generated_documents
files
folders
file_links
contracts
agreements
waivers
policies
versions
signatures
Should support:
contracts
waivers
receipts
invoices
proposals
reports
certificates
service records
policies
parent handbooks
staff manuals
Recommended libraries:
React PDF
Puppeteer / Playwright PDF generation
Docx generation library
Cloud storage abstraction
E-signature integration later
AI should generate documents from structured data and templates, not from raw prompts every time.
7.12 Inventory / Assets / Equipment
Purpose: track physical goods, supplies, tools, rentals, and equipment.
Includes:
inventory_items
inventory_counts
stock_movements
warehouses
suppliers
purchase_orders
assets
asset_assignments
maintenance_records
equipment_bookings
low_stock_alerts
Should support:
retail stock
rental gear
camp equipment
clinic supplies
dental supplies
tools
uniforms
food supplies
fleet items
This module should be optional, not part of the default app.
7.13 Reviews / Reputation
Purpose: help businesses capture and reuse trust signals.
Includes:
reviews
review_requests
ratings
testimonials
case_studies
public_profiles
reputation_sources
Should support:
post-service review requests
testimonial capture
website testimonial widgets
case studies
Google Business Profile workflow support
public profile pages
This should connect to marketing automation.
7.14 Marketing / Growth
Purpose: connect the business app to lead generation and retention.
Includes:
audiences
segments
campaigns
campaign_steps
content_assets
social_posts
landing_pages
lead_magnets
utm_links
experiments
referrals
coupons
funnels
attribution_events
Should support:
landing pages
lead capture
referrals
review campaigns
social campaigns
blog-to-social campaigns
email nurture
coupon campaigns
waitlists
local SEO pages
This is where Missinglettr becomes a core Vibn advantage.
Recommended internal integration:
Missinglettr API
Vibn should be able to automatically create marketing campaigns based on business events.
Example:
New service added → generate landing page → generate social campaign → schedule posts → track leads
7.15 Analytics / Reporting
Purpose: universal metrics and dashboards.
Includes:
events
metrics
dashboards
reports
report_widgets
goals
kpis
cohorts
funnels
attribution
exports
Default metrics:
revenue
bookings
leads
conversion_rate
repeat_customers
churn
attendance
utilization
average_order_value
outstanding_invoices
staff_capacity
customer_lifetime_value
campaign_performance
Recommended infrastructure:
Postgres
BigQuery
event tracking table
scheduled metric jobs
dashboard configs
This is where FirstOfficer-style analytics can become part of Vibn.
7.16 AI Agent / Automation Layer
Purpose: allow the app to automate work safely.
Includes:
ai_agents
agent_roles
agent_tasks
agent_runs
agent_memory
agent_contexts
prompt_templates
tool_permissions
generated_artifacts
approval_requests
automation_rules
automation_runs
human_overrides
Should support:
scheduled automations
event-triggered automations
approval-required actions
AI-generated content
AI-generated reports
AI-generated workflows
safe tool access
human review
audit logs
Example automations:
When a booking is created, send confirmation.
When an invoice is overdue, draft a reminder.
When a camp session is 80% full, recommend a marketing push.
When a new blog post is published, create a Missinglettr campaign.
When a quote is accepted, create a project and task list.
When a patient is due for recall, create a reminder campaign.
This should be Vibn-owned. It is part of the platform moat.
8. Shared Events: How Components Work Together
The key is shared events.
Example:
booking.created
→ communications sends confirmation
→ payments creates deposit invoice if required
→ tasks creates staff prep task
→ analytics records booking conversion
→ ai-agent checks if follow-up is needed
Another:
form.submitted
→ contacts creates/updates customer
→ bookings creates requested appointment
→ documents stores signed waiver
→ communications sends confirmation
→ tasks creates admin review task
Another:
invoice.overdue
→ communications sends reminder
→ tasks creates follow-up task
→ ai-agent drafts a polite message
→ analytics updates outstanding receivables
This is the real architecture:
Reusable modules + shared schema + shared event bus + config layer
Every module should speak the same language:
organization_id
location_id
contact_id
user_id
status
metadata
created_at
updated_at
event_type
And every module should emit predictable events:
contact.created
booking.created
form.submitted
invoice.created
payment.completed
message.sent
task.completed
document.signed
review.requested
campaign.launched
That is what makes the building blocks snap together.
9. AI-Readable Module Manifests
Every Vibn module should include a machine-readable manifest.
Example:
{
"module": "bookings",
"description": "Appointments, classes, sessions, and resource scheduling.",
"depends_on": ["core", "contacts", "catalog"],
"optional_pairings": ["payments", "communications", "forms", "documents"],
"creates_tables": [
"bookings",
"booking_participants",
"availability_windows",
"resources",
"cancellations",
"reschedules"
],
"events_emitted": [
"booking.created",
"booking.cancelled",
"booking.rescheduled",
"booking.completed",
"booking.no_show"
],
"events_consumed": [
"payment.completed",
"form.submitted",
"customer.created"
],
"permissions": [
"booking.read",
"booking.create",
"booking.update",
"booking.cancel",
"booking.manage_all"
],
"default_pages": [
"/admin/bookings",
"/admin/calendar",
"/customer/book"
],
"config_schema": {
"requires_payment": "boolean",
"allow_customer_reschedule": "boolean",
"allow_waitlist": "boolean",
"default_reminder_minutes_before": "number",
"capacity_mode": ["staff", "resource", "session", "none"]
},
"ai_rules": [
"Do not modify module source code.",
"Customize using booking.config.ts.",
"Use communications module for reminders.",
"Use payments module for deposits.",
"Use forms module when intake is required."
]
}
This lets the AI understand the module without reading thousands of lines of source code.
10. AI Instruction File Per Module
Each package should also include an AI-facing documentation file.
Example:
@vibn/bookings/AI.md
Example contents:
# Bookings Module
Use this module when the business needs appointments, classes, sessions, events, or reservable time slots.
## Requires
- core
- contacts
- catalog
## Common Pairings
- payments for deposits
- communications for reminders
- forms for intake
- documents for waivers
- staff scheduling for staff availability
## Do Not Modify
Do not modify core module files.
Customize using:
- booking.config.ts
- booking.rules.ts
- booking.communications.ts
- booking.page-config.ts
## Common Workflows
- customer books appointment
- admin approves booking
- staff reschedules booking
- customer cancels booking
- waitlist spot opens
- no-show recorded
This is one of the most important token-saving mechanisms in Vibn.
11. Frontend Theme System
Themes are a major part of the cost-saving strategy.
A packaged theme should include:
layout system
page templates
dashboard templates
form templates
table templates
card templates
chart styles
empty states
navigation
landing page
settings screens
mobile views
copy tone
Themes should be installable and mapped to modules.
Example theme manifest:
{
"theme": "marketing-automation-dashboard",
"description": "A SaaS-style dashboard theme for campaign, journey, segment, and messaging products.",
"supports_modules": [
"contacts",
"communications",
"segments",
"events",
"workflows",
"analytics",
"campaigns"
],
"page_templates": [
"dashboard",
"contacts_index",
"contact_profile",
"campaigns_index",
"journey_builder",
"segment_builder",
"message_logs",
"analytics_dashboard",
"settings"
],
"ai_rules": [
"Use this theme for Customer.io-style, marketing automation, lifecycle messaging, and SaaS dashboard products.",
"Do not redesign the dashboard from scratch.",
"Map selected modules into existing theme templates."
]
}
Themes create another cost-saving layer because the AI does not need to design the interface from scratch.
The user-facing promise becomes:
Choose what your app does.
Choose how it looks.
Vibn wires it together.
12. Marketplace Strategy: Components and Themes
Vibn should eventually support two marketplace categories.
12.1 Component Marketplace
Functional building blocks that add capabilities to apps.
Examples:
Advanced bookings
Membership billing
Customer.io-style journeys
Camp attendance
Rental inventory
Staff scheduling
Referral engine
Review engine
Client portal
Provider marketplace
Course delivery
Quote builder
Each component should include:
backend schema
API routes
permissions
events
frontend hooks
tests
AI manifest
configuration options
documentation
Components should be installable, configurable, and upgradeable.
12.2 Theme Marketplace
Packaged frontend designs that determine the starting interface.
Examples:
Modern SaaS Dashboard
Premium Local Service
Clinic Portal
Family Camp Registration
Marketing Automation App
B2B Internal Tool
Restaurant Ordering
Marketplace Directory
Mobile Staff Operations
Each theme should include:
layout system
page templates
dashboard templates
forms
tables
cards
charts
empty states
navigation
landing page
settings screens
mobile views
copy tone
Themes create another cost-saving layer because the AI does not need to design the interface from scratch.
13. Business Recipes
A business recipe is a preconfigured combination of modules, workflows, labels, permissions, forms, dashboards, automations, and recommended theme for a specific type of small business or SaaS product.
13.1 Summer Camp Recipe
Modules:
core
auth
organizations
contacts
households
children
sessions
bookings
forms
waivers
payments
communications
attendance
documents
tasks
analytics
Recommended theme:
Family Friendly / Camp
Default workflows:
parent creates account
parent adds child
parent completes registration form
parent signs waiver
parent books camp session
invoice/payment is created
confirmation email is sent
reminders are scheduled
staff sees attendance list
incident report can be created
post-camp feedback request is sent
13.2 Mobile Service Business Recipe
Examples:
mobile dental hygiene
mobile grooming
home cleaning
mobile mechanic
in-home care
Modules:
core
auth
contacts
locations
service_areas
catalog
bookings
routing
forms
payments
communications
documents
reviews
analytics
Recommended theme:
Modern Clinic or Local Service Business
Default workflows:
customer requests service
business validates service area
customer books appointment
intake form is completed
staff route is generated
service is completed
invoice is sent
review request is sent
recall/follow-up reminder is scheduled
13.3 Salon / Spa Recipe
Modules:
core
auth
contacts
catalog
staff
bookings
payments
communications
reviews
marketing
analytics
Recommended theme:
Premium Local Service
Default workflows:
customer selects service
customer selects staff or first available
customer books appointment
deposit may be collected
reminders are sent
appointment is completed
payment is captured
review request is sent
rebooking reminder is scheduled
13.4 Contractor / Trades Recipe
Modules:
core
auth
contacts
leads
quotes
jobs
work_orders
tasks
documents
invoices
payments
communications
reviews
analytics
Recommended theme:
Local Service Business
Default workflows:
lead submits request
admin reviews lead
quote is created
customer approves quote
job is created
tasks/work orders are assigned
invoice is generated
payment is collected
review request is sent
13.5 Consultant / Agency Recipe
Modules:
core
auth
contacts
leads
bookings
proposals
projects
tasks
documents
invoices
subscriptions
communications
analytics
Recommended theme:
Premium Consultant or Clean SaaS
Default workflows:
lead books call
proposal is generated
proposal is approved
project is created
tasks are assigned
invoice or subscription is created
progress updates are sent
renewal or upsell reminder is created
13.6 Restaurant / Catering Recipe
Modules:
core
locations
catalog
menus
orders
payments
pickup_delivery
communications
reviews
marketing
analytics
Recommended theme:
Restaurant / Ordering
Default workflows:
customer views menu
customer places order
pickup or delivery time is selected
payment is collected
kitchen/admin receives order
customer receives confirmation
review request is sent
13.7 Customer.io-Style Marketing Automation Recipe
This recipe demonstrates that Vibn can assemble SaaS-style products, not only local business tools.
Modules:
core
auth
organizations
contacts
profiles
events
segments
communications
campaigns
journeys
workflows
webhooks
api_keys
analytics
documents
ai-agent
Recommended theme:
Customer.io-style Marketing App
Default workflows:
user imports contacts
app receives events
user creates segment
user creates campaign or broadcast
user creates journey
message is sent through email/SMS/push/in-app
message delivery is logged
conversion is tracked
analytics dashboard updates
AI suggests campaign improvements
This recipe should include:
contacts / profiles
event tracking
segment builder
campaign builder
broadcasts
transactional messages
email templates
journey/workflow builder
message logs
analytics dashboard
API keys / webhooks
admin UI
frontend theme
seed data
docs
tests
deployment config
14. Schema.org Alignment
Vibn should align public-facing business data with Schema.org where practical.
This does not mean Vibn’s internal database needs to be pure Schema.org. Instead, Vibn should maintain a mapping layer.
Internal Vibn objects:
organization
location
business_profile
service
product
offer
review
event
person
postal_address
opening_hours
geo_coordinates
contact_point
Should map to Schema.org concepts:
Organization
LocalBusiness
Place
PostalAddress
GeoCoordinates
OpeningHoursSpecification
ContactPoint
Product
Service
Offer
Review
Event
Person
FAQPage
HowTo
BreadcrumbList
Benefits:
better local SEO
structured landing pages
AI-readable business profiles
easier integrations
consistent public business data
support for Google Search rich results
Recommended approach:
Keep Vibn's internal schema practical and relational.
Create a Schema.org mapping/export layer for public pages.
Generate JSON-LD automatically for each public business, service, product, event, FAQ, and review page.
Example:
Vibn Location
→ Schema.org LocalBusiness
Vibn Service
→ Schema.org Service
Vibn Product
→ Schema.org Product
Vibn Review
→ Schema.org Review
Vibn Camp Session
→ Schema.org Event
Vibn FAQ
→ Schema.org FAQPage
15. Recommended Open-Source References and Libraries
15.1 Medusa.js
Use as reference for:
commerce modules
product/catalog architecture
cart/order/payment workflows
event-driven workflows
custom modules
headless commerce architecture
Potential use:
Direct dependency for commerce-heavy apps
Architecture reference for Vibn-owned commerce module
Recommendation:
Study deeply. Borrow architectural ideas. Avoid making all of Vibn dependent on Medusa unless commerce becomes the primary focus.
15.2 Directus
Use as reference for:
instant admin UI
database-driven APIs
REST and GraphQL generation
role-based access
content/data management
Potential use:
Internal admin/data layer
Rapid back-office builder
Reference for auto-generated API/admin experience
Recommendation:
Useful as inspiration or optional internal tooling. Vibn should still own its module layer and business logic.
15.3 Cal.com
Use as reference for:
booking flows
availability
calendar sync
scheduling UX
team scheduling
appointment infrastructure
Potential use:
Reference implementation
Integration candidate
Possible embedded scheduling service
Recommendation:
Use as a strong scheduling reference. Build or wrap a simpler Vibn booking primitive for most small business apps.
15.4 Novu
Use as reference for:
multi-channel notification infrastructure
notification templates
in-app inbox
email/SMS/push orchestration
developer notification workflows
Potential use:
Direct dependency
Reference for Vibn communication architecture
Recommendation:
Strong candidate for direct use or close architectural inspiration.
15.5 Twenty CRM
Use as reference for:
modern CRM data model
people/company/opportunity/task structure
Postgres/TypeScript CRM architecture
self-hosted CRM concepts
Potential use:
Reference for Vibn contacts/CRM module
Potential code inspiration
Recommendation:
Use as a reference, but keep Vibn’s CRM smaller and more generalized.
15.6 Formbricks
Use as reference for:
forms
surveys
feedback collection
experience data
customer insights
Potential use:
Reference for forms and feedback
Possible embedded surveys/feedback module
Recommendation:
Useful reference, but Vibn needs a deeper form-to-business-object mapping system.
15.7 n8n
Use as reference for:
workflow automation
integrations
trigger/action model
visual automation logic
AI-assisted automations
Potential use:
Internal automation engine
Controlled integration runner
Reference for event-triggered workflows
Recommendation:
Use carefully. Do not expose a wide-open n8n-style automation engine to all customer apps without strict permissions and sandboxing.
15.8 Appsmith / ToolJet / Budibase
Use as reference for:
internal tools
admin dashboards
low-code UI generation
data-connected widgets
CRUD screens
workflow dashboards
Potential use:
Reference for admin builders
Possible inspiration for Vibn’s staff/admin interfaces
Recommendation:
Useful as UX and architecture references, but Vibn should not become a generic low-code dashboard tool.
15.9 Appwrite / Supabase
Use as reference for:
backend primitives
auth
database
storage
functions
realtime
self-hosting
developer experience
Potential use:
Infrastructure layer
Reference for backend-as-a-service ergonomics
Recommendation:
Good reference for developer experience. Vibn’s advantage should be business modules, not generic backend primitives.
16. Recommended Technical Stack
Frontend
Next.js
React
TypeScript
Tailwind
shadcn/ui
TanStack Query
Zod
React Hook Form
Backend
Node.js / TypeScript
Postgres
Prisma or Drizzle
tRPC or REST
OpenAPI specs
Zod validation
Event bus
Background jobs
Infrastructure
GCP Cloud Run
Cloud SQL Postgres
Cloud Storage
BigQuery
Pub/Sub
Cloud Tasks
Secret Manager
Vertex AI
AI Layer
LLM provider abstraction
tool registry
module manifests
AI.md files
agent task runner
approval queue
audit logs
prompt templates
structured output validation
Integrations
Stripe
Square
Google Calendar
Google Maps
Google Places
Google Business Profile where possible
Twilio
Resend/Postmark
Missinglettr API
17. Credit Economics and Token Savings
Vibn’s reusable components should be positioned as a cost-saving layer.
Without reusable components, AI must repeatedly generate:
auth
permissions
data models
API routes
email sending
template rendering
payment logic
booking logic
form handling
notifications
analytics events
dashboards
deployment setup
tests
debugging loops
With Vibn components, the AI mostly generates:
configuration
adapter code
page wiring
workflow rules
business-specific copy
theme mapping
seed data
minor custom logic
This can reduce generation cost dramatically.
For a complex app such as a Customer.io-style marketing automation v1, the difference could look like this:
Without Vibn components:
AI builds most systems from scratch
Estimated raw model cost: 1,000–6,000 credits
With Vibn backend components:
AI assembles existing communications, contacts, segments, events, analytics, workflows, and dashboards
Estimated raw model cost: 150–500 credits
With Vibn backend components plus packaged frontend theme:
AI maps modules into an existing interface pattern
Estimated raw model cost: 100–250 credits
The exact numbers will vary by model, context size, debugging loops, and how polished the v1 needs to be. But the strategic point is clear:
Reusable components + packaged themes can reduce AI generation cost by 70%–90%.
This is the core economic argument for Vibn.
18. Critical Design Rules
Rule 1: Do not let AI modify core packages directly
Core modules should be versioned and protected.
The AI can modify:
config files
adapter files
templates
copy
workflow rules
page configuration
business logic hooks
The AI should not modify:
core auth logic
payment provider internals
database migration primitives
permission engine
notification delivery engine
audit log system
shared module source code
Rule 2: Every module must declare dependencies
Bad:
bookings secretly requires contacts and communications
Good:
{
"module": "bookings",
"depends_on": ["core", "contacts", "catalog"],
"optional_pairings": ["payments", "communications", "forms"]
}
Rule 3: Every module must emit and consume events
Example events:
contact.created
booking.created
booking.cancelled
invoice.created
payment.completed
form.submitted
review.requested
campaign.launched
task.completed
message.sent
This allows modules to connect without tightly coupling everything.
Rule 4: Every generated app must remain upgradeable
Avoid copying core code into each customer repo.
Prefer:
versioned packages
config files
adapter hooks
extension points
module manifests
Avoid:
AI-generated forks of every module
copy-pasted backend folders
custom database schemas for every app
untracked local changes to core logic
Rule 5: Use common schema first, custom fields second
Every customer will want customization.
Do not solve customization by inventing a new schema every time.
Use:
shared tables
custom fields
metadata
tags
workflow config
form mappings
adapter hooks
Only create new domain-specific tables when the domain genuinely requires them.
19. Recommended Initial Vibn Package List
Build these first:
@vibn/core
@vibn/auth
@vibn/organizations
@vibn/contacts
@vibn/catalog
@vibn/bookings
@vibn/payments
@vibn/forms
@vibn/communications
@vibn/documents
@vibn/tasks
@vibn/analytics
@vibn/ai-agent
Build these second:
@vibn/inventory
@vibn/reviews
@vibn/marketing
@vibn/locations
@vibn/routing
@vibn/subscriptions
@vibn/attendance
@vibn/staff-scheduling
@vibn/segments
@vibn/campaigns
@vibn/journeys
Build these later:
@vibn/marketplace
@vibn/franchise
@vibn/loyalty
@vibn/pos
@vibn/mobile-offline
@vibn/advanced-reporting
20. Updated MVP Priority
The first Vibn MVP should prove that component + theme assembly works.
Required foundation components
@vibn/core
@vibn/auth
@vibn/orgs
@vibn/contacts
@vibn/catalog
@vibn/forms
@vibn/bookings
@vibn/payments
@vibn/communications
@vibn/documents
@vibn/tasks
@vibn/analytics
@vibn/ai-agent
Required theme system
theme manifest
page templates
dashboard templates
form templates
table templates
navigation templates
landing page templates
mobile rules
copy tone rules
Required recipe system
business type
recommended modules
required pages
default workflows
default messages
default permissions
default dashboard widgets
default automations
recommended theme
First recipe targets
mobile service business
camp registration
salon/spa
consultant/agency
contractor/trades
Customer.io-style marketing automation app
The Customer.io-style app is important because it demonstrates that Vibn can assemble not only local small business tools, but also SaaS-like products from reusable components.
21. Example AI Assembly Flow
User says:
I need an app for a kids summer camp where parents can register kids, sign waivers, pay, and staff can take attendance.
AI should respond internally with:
Business type: camp registration
Recipe:
camp-registration
Required modules:
core
auth
organizations
contacts
households
children
sessions
bookings
forms
waivers
payments
communications
attendance
documents
analytics
Recommended theme:
Family Friendly / Camp
Generated config:
camp sessions enabled
parent portal enabled
child profiles enabled
waiver required before payment
payment required before confirmation
staff attendance view enabled
parent reminders enabled
Generated pages:
public camp landing page
parent registration page
parent dashboard
admin sessions page
staff attendance page
invoice/payment page
Generated automations:
send confirmation after payment
send reminder 48 hours before session
alert admin if waiver missing
send feedback form after camp
The AI should not write a booking engine, payment engine, or notification engine from scratch.
22. Updated Product Promise
Vibn should avoid positioning itself as:
AI will code your app from scratch.
A stronger promise is:
Vibn assembles your custom app from proven business building blocks.
Even better:
Pick what your business needs. Choose a look. Vibn builds your working v1.
Internal positioning:
Composable small business software, assembled by AI.
Strategic positioning:
Vibn reduces the cost of building custom small business software by reusing tested components, shared schemas, packaged themes, and AI-readable recipes.
23. Updated Moat
The moat is no longer just reusable backend code.
The moat is:
shared small business schema
reusable backend components
AI-readable module manifests
business recipes
packaged frontend themes
theme marketplace
component marketplace
safe adapter hooks
event-driven workflows
communications infrastructure
analytics infrastructure
AI agent automation layer
cost-saving token economics
upgradeable generated apps
This gives Vibn a sharper position:
The AI platform that lets users assemble working custom software from proven business components and packaged themes.
24. Final Recommendation
Vibn should build its own AI-native backend component and frontend theme platform.
It should use open-source projects as references and selective dependencies, but the core Vibn system should be owned.
The most important pieces to build are:
1. Common small business schema
2. Versioned backend modules
3. AI-readable manifests
4. Business recipes
5. Packaged frontend themes
6. Theme marketplace
7. Component marketplace
8. Safe config and adapter system
9. Event-driven workflows
10. Schema.org public data mapping
11. AI agent automation layer
12. Credit-saving generation economics
This gives Vibn a clear strategic position:
The AI platform that assembles, launches, runs, and grows custom small business software from reusable business components and packaged themes.