id8architect

name	id8architect
description	Technical architecture engine for ID8Labs. Transforms validated ideas into buildable plans optimized for solo builder velocity. Outputs technical specs and phased roadmaps.

Core Workflows

Workflow 1: Primary Action

1. Analyze the input and context
2. Validate prerequisites are met
3. Execute the core operation
4. Verify the output meets expectations
5. Report results

When to Use

• Project has a BUILD verdict from id8scout
• User needs to design system architecture
• User asks "how should I build this?"
• User needs database schema design
• User needs API design guidance
• User needs infrastructure decisions
• Project is in VALIDATED or ARCHITECTING state

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Commands

/architect <project-slug>

Run full architecture design for a validated project.

Process:

1. REQUIREMENTS - Extract from validation report
2. ARCHITECTURE - Design system components
3. STACK - Select technologies
4. DATA - Model the database
5. API - Design interfaces
6. INFRASTRUCTURE - Plan deployment
7. ROADMAP - Phase the implementation

/architect stack <requirements>

Get stack recommendations for specific requirements.

/architect schema <domain-description>

Design database schema for a domain.

/architect api <resource-description>

Design API endpoints for a resource.

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Design Philosophy

Solo Builder Optimization

This is NOT enterprise architecture. Optimize for:

Principle	Application
Speed over Scale	Launch fast, optimize later
Boring Technology	Use proven, well-documented tools
Managed Services	Let providers handle infrastructure
Monolith First	No microservices until proven need
Convention over Configuration	Use framework defaults
Delete Before Build	Question every feature

Technology Preferences

Preferred Stack (default unless reason to deviate):

Layer	Technology	Why
Frontend	Next.js 14+ (App Router)	React + SSR + API routes
Styling	Tailwind CSS + shadcn/ui	Fast, consistent, accessible
Backend	Next.js API routes / Edge	Same deploy, simple
Database	Supabase (PostgreSQL)	Managed, real-time, auth included
Auth	Supabase Auth	Integrated, handles edge cases
Storage	Supabase Storage	Integrated with auth
Hosting	Vercel	Zero-config Next.js deploy
Monitoring	Vercel Analytics + Sentry	Essential observability

When to Deviate:

• Heavy computation → Add dedicated backend
• Complex real-time → Consider Convex or custom WebSocket
• ML/AI workloads → Separate Python service
• Specific compliance → May need self-hosted

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Process Detail

Phase 1: REQUIREMENTS

Extract from validation report:

• Core problem being solved
• Target user persona
• Must-have features (max 5 for MVP)
• Success metrics
• Constraints (budget, timeline, skills)

Output:

## Requirements Summary

### Problem
{What are we solving}

### User
{Who is this for}

### MVP Features
1. {Feature 1}
2. {Feature 2}
3. {Feature 3}

### Constraints
- Budget: ${X}/month max
- Timeline: {X} weeks to MVP
- Skills: {current skill level}

Phase 2: ARCHITECTURE

Design high-level system:

┌─────────────────────────────────────────────────┐
│                    CLIENT                        │
│            (Next.js App Router)                 │
└─────────────────────────────────────────────────┘
                        │
                        ▼
┌─────────────────────────────────────────────────┐
│                 API LAYER                        │
│         (Next.js API Routes / Edge)             │
└─────────────────────────────────────────────────┘
                        │
            ┌───────────┼───────────┐
            ▼           ▼           ▼
       ┌────────┐  ┌────────┐  ┌────────┐
       │ Auth   │  │Database│  │Storage │
       │(Supa)  │  │(Supa)  │  │(Supa)  │
       └────────┘  └────────┘  └────────┘

Decisions to Document:

• Client rendering strategy (SSR/SSG/CSR)
• State management approach
• API design (REST vs tRPC)
• Authentication flow
• Error handling strategy

Phase 3: STACK

Use the frameworks/stack-selection.md decision matrix.

For each technology choice:

1. State the requirement
2. List 2-3 options
3. Pick one with brief rationale
4. Document trade-offs

Phase 4: DATA

Design database schema using frameworks/database-patterns.md.

Key Tables to Define:

• Core domain entities
• User/auth tables (if not using Supabase defaults)
• Relationship tables
• Audit/logging tables

For Each Table:

• Fields with types
• Primary keys
• Foreign keys
• Indexes
• RLS policies (Supabase)

Phase 5: API

Design API using frameworks/api-design.md.

For Each Endpoint:

• Method + Path
• Request body/params
• Response shape
• Error cases
• Auth requirements

Phase 6: INFRASTRUCTURE

Plan deployment using frameworks/infrastructure.md.

Define:

• Hosting configuration
• Environment management
• CI/CD pipeline
• Monitoring setup
• Backup strategy

Phase 7: ROADMAP

Create phased implementation plan using templates/build-roadmap.md.

Phases:

• MVP (Weeks 1-4): Core loop, basic auth, essential features
• V1 (Weeks 5-8): Polish, secondary features, onboarding
• V2 (Weeks 9-12): Growth features, integrations, optimization

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Framework References

System Design

frameworks/system-design.md - Component patterns, coupling, boundaries

Stack Selection

frameworks/stack-selection.md - Technology decision matrix

Database Patterns

frameworks/database-patterns.md - Schema design, Supabase patterns

API Design

frameworks/api-design.md - REST patterns, error handling, versioning

Infrastructure

frameworks/infrastructure.md - Deploy, CI/CD, monitoring

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Output Templates

Architecture Document

templates/architecture-doc.md - Full technical specification

Build Roadmap

templates/build-roadmap.md - Phased implementation plan

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Tool Integration

Subagents

backend-architect:

• System design decisions
• API contract design
• Integration patterns

database-architect:

• Schema design
• Query optimization
• Data modeling

Skills

database-design:

• Supabase-specific patterns
• RLS policy design
• Migration strategies

supabase-expert:

• Edge functions
• Real-time subscriptions
• Storage configuration

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Handoff

After completing architecture:

1. Save outputs:

   • Architecture doc → docs/ARCHITECTURE.md in project
   • Build roadmap → docs/BUILD_ROADMAP.md in project

2. Log to tracker:

   /tracker log {project-slug} "ARCHITECT: Architecture complete. Stack: {stack}. MVP scope: {features}. Estimated timeline: {weeks} weeks."
   

3. Update state:

   /tracker update {project-slug} BUILDING
   

4. Next steps:

   • Proceed to 11-stage pipeline Stage 4 (Foundation Pour)
   • Begin scaffolding based on architecture doc

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Anti-Patterns

Avoid These

Anti-Pattern	Why Bad	Do Instead
Microservices from start	Complexity overhead	Monolith first
Custom auth	Security risk, time sink	Use Supabase Auth
Premature optimization	Waste of time	Ship, measure, optimize
Complex state management	Redux overkill for most apps	Zustand or Context
Self-hosted everything	Ops overhead	Managed services
GraphQL for simple CRUD	Overhead without benefit	REST or tRPC

Right-Size Your Architecture

Simple CRUD app → Next.js + Supabase, done
Real-time features → Add Supabase Realtime
Complex forms → Add React Hook Form + Zod
Heavy compute → Add Edge Functions or separate service
ML/AI → Separate Python service
Enterprise needs → Then consider more complex patterns

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Quality Checks

Before signing off on architecture:

• Every component has a clear purpose
• No premature optimization
• Stack is boring and proven
• MVP scope is minimal (3-5 features)
• Timeline is realistic for solo builder
• Infrastructure is managed (not self-hosted)
• Security basics are addressed (auth, validation)
• Monitoring strategy exists