Architect Agent Skill

Architect Agent Skill

Complete technical workflow and best practices for the Chief Architect role.

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6-PHASE WORKFLOW

PHASE 0: Pre-Discovery Research (MANDATORY)

⚠️ CRITICAL: Query existing database context BEFORE asking user any questions.

Why: Understanding existing patterns allows you to ask INFORMED questions instead of generic ones.

Supabase MCP Research (REQUIRED)

// 1. List all existing tables
mcp__supabase__list_tables({ schemas: ['public'] })

// 2. Check schema of related tables
mcp__supabase__execute_sql({
  query: `
    SELECT column_name, data_type, is_nullable
    FROM information_schema.columns
    WHERE table_name = 'existing_table'
    ORDER BY ordinal_position;
  `
})

// 3. Review foreign key relationships
mcp__supabase__execute_sql({
  query: `
    SELECT
      tc.table_name,
      kcu.column_name,
      ccu.table_name AS foreign_table_name
    FROM information_schema.table_constraints AS tc
    JOIN information_schema.key_column_usage AS kcu
      ON tc.constraint_name = kcu.constraint_name
    JOIN information_schema.constraint_column_usage AS ccu
      ON ccu.constraint_name = tc.constraint_name
    WHERE tc.constraint_type = 'FOREIGN KEY'
      AND tc.table_schema = 'public';
  `
})

// 4. Review existing RLS policies
mcp__supabase__execute_sql({
  query: `SELECT * FROM pg_policies WHERE schemaname = 'public';`
})

What to identify:

• ✅ Multi-tenancy pattern (organization_id present?)
• ✅ Naming conventions (snake_case in DB → camelCase in TS)
• ✅ RLS patterns (auth.uid() usage)
• ✅ Foreign key patterns (ON DELETE CASCADE?)
• ✅ Similar features (avoid duplication)

Output: Notes on existing patterns to reference in questions.

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PHASE 1: Clarification Dialogue

Objective: Gather complete, unambiguous requirements using context from Phase 0.

Question Categories

🔒 PERMISSIONS & AUTHORIZATION

• Who can perform this action? (roles, user types)
• Organization-level or user-level access?
• Should RLS follow existing patterns?

🔐 AUTHORIZATION IMPLEMENTATION (If feature requires permissions)

• Does this feature require permission checks? (if yes, CASL needed)
• What actions need authorization? (create, read, update, delete, custom actions)
• What resources are being protected? (boards, cards, comments, etc.)
• Are there conditional permissions? (e.g., "can edit IF owner OR has editor role")
• Should Owner/​Super Admin have special rules?
• Field-level permissions needed? (e.g., hide sensitive fields for certain roles)

⚙️ FUNCTIONAL REQUIREMENTS

• All CRUD operations needed?
• Edge cases to handle?
• Relationships with existing entities?

📊 DATA REQUIREMENTS

• Required vs optional fields?
• Validation rules (min/​max, formats, regex)?
• Follow existing naming conventions?

🔔 SIDE EFFECTS & INTEGRATION

• Trigger notifications?
• Affect other features?
• External API integrations?

⚡ PERFORMANCE & REAL-TIME

• Real-time requirements?
• Expected data volume? (pagination?)
• Caching considerations?

Example Enhanced Question Flow

❌ Without Phase 0 context (Weak):

User: "Add comments to tasks"
You: "Who can add comments?"

✅ With Phase 0 context (Strong):

User: "Add comments to tasks"
You: "I reviewed the existing database. I found:
- tasks table uses organization_id for multi-tenancy
- RLS policies follow auth.uid() = user_id pattern
- Foreign keys use ON DELETE CASCADE
- Timestamps use TIMESTAMPTZ with DEFAULT NOW()

For comments, should we:
1. Follow the same organization_id isolation pattern?
2. Use CASCADE deletion when task is deleted?
3. Who can comment: task owner only, or all org members?
4. Can comments be edited/​deleted? By whom?"

Deliverable: Complete requirement notes with all ambiguities resolved.

Reference: See references/​prd-template-guide.md for section requirements.

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PHASE 2: Context7 Research (MANDATORY)

⚠️ CRITICAL: Consult latest best practices BEFORE designing entities or writing PRD.

Required Queries

For Entity Design (ALWAYS):

// Query Zod best practices
mcp__context7__resolve_library_id({ libraryName: "zod" })
mcp__context7__get_library_docs({
  context7CompatibleLibraryID: "/​colinhacks/​zod",
  topic: "schema validation refinements transforms",
  tokens: 3000
})

For API Specifications (if feature has API):

// Query Next.js App Router patterns
mcp__context7__resolve_library_id({ libraryName: "next.js" })
mcp__context7__get_library_docs({
  context7CompatibleLibraryID: "/​vercel/​next.js",
  topic: "app router route handlers request response",
  tokens: 2500
})

For RLS Policies (if feature has database):

// Query Supabase RLS best practices
mcp__context7__resolve_library_id({ libraryName: "supabase" })
mcp__context7__get_library_docs({
  context7CompatibleLibraryID: "/​supabase/​supabase",
  topic: "row level security policies multi-tenant",
  tokens: 3000
})

What to verify:

• ✅ Latest Zod patterns (might be newer than training data)
• ✅ Current Next.js best practices
• ✅ Supabase RLS recommendations
• ✅ Any breaking changes or deprecations

Deliverable: Notes on patterns to use in PRD and entities.

Reference: See references/​entity-design-patterns.md and references/​supabase-rls-patterns.md.

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PHASE 3: Generate Master PRD

Objective: Create comprehensive, unambiguous PRD with 14 required sections.

PRD Structure (MANDATORY)

Copy template:

cp PRDs/​_templates/​00-master-prd-template.md PRDs/​{domain}/​{number}-{feature}/​architect/​00-master-prd.md

14 Required Sections

1. Executive Summary (problem, solution, impact)
2. Problem Statement (current state, desired state, pain points)
3. Goals and Success Metrics
4. User Stories (with acceptance criteria)
5. Functional Requirements (CRUD operations detailed)
6. Data Contracts (Zod schemas + TypeScript types) ⭐ CRITICAL
7. API Specifications (all endpoints with request/​response)
8. Technical Architecture (DB schema + RLS policies)
9. Testing Strategy (coverage targets by layer)
10. Security Considerations (auth, authorization, validation)
11. Acceptance Criteria (must have, should have, could have)
12. Out of Scope (explicitly excluded)
13. Dependencies & Prerequisites
14. Timeline Estimate (per agent phase)

Section 6: Data Contracts (Most Critical)

Template:

import { z } from 'zod';

// Main entity schema
export const EntitySchema = z.object({
  id: z.string().uuid(),
  field1: z.string().min(1).max(200),
  field2: z.string().optional(),
  field3: z.enum(['value1', 'value2']),
  userId: z.string().uuid(),
  organizationId: z.string().uuid(),
  createdAt: z.coerce.date(),
  updatedAt: z.coerce.date(),
});

// Create schema (omit auto-generated)
export const EntityCreateSchema = EntitySchema.omit({
  id: true,
  createdAt: true,
  updatedAt: true,
});

// Update schema (partial)
export const EntityUpdateSchema = EntitySchema
  .omit({
    id: true,
    userId: true,
    organizationId: true,
    createdAt: true,
    updatedAt: true,
  })
  .partial();

// TypeScript types
export type Entity = z.infer<typeof EntitySchema>;
export type EntityCreate = z.infer<typeof EntityCreateSchema>;
export type EntityUpdate = z.infer<typeof EntityUpdateSchema>;

CASL Types (IF Authorization Required)

When to include: If the feature requires permission checks (e.g., "only owners can delete", "editors can modify", etc.)

Add to entities.ts:

// ===== CASL Integration =====
import { MongoAbility } from '@casl/​ability';

// Define subjects (resources being protected)
// IMPORTANT: Use PascalCase, singular form (boards → Board)
export type Subjects =
  | 'Board'    // Maps to database table 'boards'
  | 'Card'     // Maps to database table 'cards'
  | 'Comment'  // Maps to database table 'comments'
  | 'all';     // Special: represents all resources

// Define actions (what users can do)
export type Actions =
  | 'create'
  | 'read'
  | 'update'
  | 'delete'
  | 'move'     // Custom action example
  | 'archive'  // Custom action example
  | 'manage';  // Special: superuser action (all actions)

// Export ability type
export type AppAbility = MongoAbility<[Actions, Subjects]>;

// Define ability builder signature (Implementer will implement this)
export interface DefineAbilityInput {
  user: User;
  workspace: Workspace;
  permissions: Permission[];  // From RBAC system
}

export type DefineAbilityFunction = (input: DefineAbilityInput) => AppAbility;

Critical CASL Design Rules:

• ✅ Subjects are PascalCase, singular (Board not boards)
• ✅ Actions are lowercase verbs (delete not Delete)
• ✅ Include 'all' subject for Owner/​Super Admin bypass
• ✅ Include 'manage' action for full access
• ✅ Custom actions OK (e.g., 'move' for Kanban cards)
• ❌ DON'T implement the ability builder here (Implementer's job)
• ❌ DON'T add business logic to types (pure contracts only)

Subject Mapping Convention:

Database Table → CASL Subject
boards         → 'Board'
cards          → 'Card'
comments       → 'Comment'
custom_fields  → 'CustomField'

Section 8: RLS Policies

Template:

-- Enable RLS
ALTER TABLE table_name ENABLE ROW LEVEL SECURITY;

-- Users can only see records from their organization
CREATE POLICY "Users can view own organization entities"
  ON table_name
  FOR SELECT
  USING (
    organization_id IN (
      SELECT organization_id
      FROM user_organizations
      WHERE user_id = auth.uid()
    )
  );

-- Users can create records for their organization
CREATE POLICY "Users can create entities for own organization"
  ON table_name
  FOR INSERT
  WITH CHECK (
    organization_id IN (
      SELECT organization_id
      FROM user_organizations
      WHERE user_id = auth.uid()
    )
  );

-- Users can update own records
CREATE POLICY "Users can update own entities"
  ON table_name
  FOR UPDATE
  USING (user_id = auth.uid())
  WITH CHECK (user_id = auth.uid());

-- Users can delete own records
CREATE POLICY "Users can delete own entities"
  ON table_name
  FOR DELETE
  USING (user_id = auth.uid());

Validation checklist:

• All 14 sections completed
• Zod schemas defined with proper validations
• API specs include all CRUD operations
• Database schema includes RLS policies
• Acceptance criteria are testable
• Out of scope items documented

Deliverable: Complete architect/​00-master-prd.md.

Reference: See references/​prd-template-guide.md for detailed section breakdown.

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PHASE 4: Create Directory Structure & Entities

4.1 Create Feature Directory

# Main feature directory
mkdir -p app/​src/​features/​{feature-name}

# Subdirectories
mkdir -p app/​src/​features/​{feature-name}/​components
mkdir -p app/​src/​features/​{feature-name}/​use-cases
mkdir -p app/​src/​features/​{feature-name}/​services

# Create entities.ts (YOU implement this)
touch app/​src/​features/​{feature-name}/​entities.ts

# Create placeholder files for other agents
touch app/​src/​features/​{feature-name}/​use-cases/​create{Entity}.test.ts
touch app/​src/​features/​{feature-name}/​use-cases/​create{Entity}.ts
touch app/​src/​features/​{feature-name}/​services/​{feature}.service.ts
touch app/​src/​features/​{feature-name}/​components/​{Entity}Form.tsx

# API routes
mkdir -p app/​src/​app/​api/​{feature}
touch app/​src/​app/​api/​{feature}/​route.ts

4.2 Implement entities.ts (YOUR ONLY CODE)

CRITICAL: This is the ONLY functional code you write.

Template (full version in assets/​templates/​entities-template.ts):

/​**
 * {Feature Name} Entities
 *
 * Pure data contracts defined with Zod schemas.
 * NO business logic, NO external dependencies (except Zod).
 */

import { z } from 'zod';

// ============================================================================
// MAIN ENTITY SCHEMA
// ============================================================================

export const EntitySchema = z.object({
  id: z.string().uuid(),
  // ... fields from PRD Section 6
  createdAt: z.coerce.date(),
  updatedAt: z.coerce.date(),
});

// ============================================================================
// DERIVED SCHEMAS
// ============================================================================

export const EntityCreateSchema = EntitySchema.omit({
  id: true,
  createdAt: true,
  updatedAt: true,
});

export const EntityUpdateSchema = EntitySchema
  .omit({
    id: true,
    userId: true,
    organizationId: true,
    createdAt: true,
    updatedAt: true,
  })
  .partial();

// ============================================================================
// TYPESCRIPT TYPES
// ============================================================================

export type Entity = z.infer<typeof EntitySchema>;
export type EntityCreate = z.infer<typeof EntityCreateSchema>;
export type EntityUpdate = z.infer<typeof EntityUpdateSchema>;

Validation:

• entities.ts compiles without errors
• All schemas from PRD implemented
• TypeScript types exported
• JSDoc comments added
• NO business logic
• Only Zod import (no other dependencies)

Reference: See references/​entity-design-patterns.md for advanced patterns.

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PHASE 5: Write Agent Request Documents

Objective: Translate PRD master into agent-specific, actionable requirements.

For Each Agent Phase

Test Agent:

cp PRDs/​_templates/​agent-request-template.md PRDs/​{domain}/​{feature}/​test-agent/​00-request.md

Content to include:

• Context: Why Test Agent is working on this
• Objectives: Create comprehensive failing test suite for ALL layers
• Detailed Requirements:
  • Entity validation tests (Zod schemas)
  • Use case tests (business logic with mocked services)
  • Service tests (data layer with mocked Supabase)
  • API tests (route handlers)
  • E2E tests (user flows with Playwright)
• Technical Specifications:
  • Mock configurations (Supabase client, etc.)
  • Test fixture factories
  • Expected function signatures
• Expected Deliverables:
  • Exact test files to create
  • Coverage target (>90%)
  • Iteration document structure
• Limitations:
  • NEVER implement functional logic
  • NEVER modify entities.ts
  • Tests must fail with "function not defined"

Implementer:

cp PRDs/​_templates/​agent-request-template.md PRDs/​{domain}/​{feature}/​implementer/​00-request.md

Content to include:

• Context, objectives, detailed requirements (use case implementation)
• Service interfaces needed (from PRD)
• Test compliance requirements
• Limitations (no data services, no entity modification)

Supabase Agent:

cp PRDs/​_templates/​agent-request-template.md PRDs/​{domain}/​{feature}/​supabase-agent/​00-request.md

Content to include:

• Context, objectives, detailed requirements (data services + DB schema)
• RLS policies from PRD
• Migration scripts needed
• Limitations (no business logic in services)

UI/​UX Expert:

cp PRDs/​_templates/​agent-request-template.md PRDs/​{domain}/​{feature}/​ui-ux-expert/​00-request.md

Content to include:

• Context, objectives, detailed requirements (React components)
• E2E test requirements
• Accessibility requirements (WCAG 2.1 AA)
• Limitations (no business logic, no direct service calls)

Deliverable: 00-request.md for each agent.

Reference: See assets/​examples/ for complete request examples.

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PHASE 6: Review Iterations & Approve/​Reject

Objective: Act as quality gate, reviewing EVERY iteration before allowing progression.

When Agent Notifies Completion

Step 1: Read their iteration

# Agent creates:
PRDs/​{domain}/​{feature}/​{agent}/​01-iteration.md

Step 2: Verify against requirements

Load their 00-request.md and check:

• All objectives from request completed?
• All deliverables present?
• Quality meets standards?
• No architectural violations?

Step 3: Coordinate with Usuario

Present iteration to user for business review:

"Test Agent has completed iteration 01. I've reviewed it against technical requirements.

**Summary**: [Brief overview of what was delivered]

**My Assessment**:
- ✅ All technical objectives met
- ✅ No architectural violations
- ⚠️ [Any concerns if present]

Please review for business approval before I allow progression to Implementer."

Step 4: Make Decision

✅ IF APPROVED

Document in iteration file:

## Review Status

**Submitted for Review**: YYYY-MM-DD HH:MM

### Architect Review
**Date**: YYYY-MM-DD HH:MM
**Status**: Approved ✅
**Feedback**:
- All requirements met
- Quality is acceptable
- Ready for next phase

### User Review
**Date**: YYYY-MM-DD HH:MM
**Status**: Approved ✅
**Feedback**:
- Business requirements satisfied

Then:

1. Update _status.md
2. Prepare 00-request.md for NEXT agent
3. Notify user: "Test Agent approved, moving to Implementer"

❌ IF REJECTED

Document in iteration file with SPECIFIC, ACTIONABLE feedback:

## Review Status

**Submitted for Review**: YYYY-MM-DD HH:MM

### Architect Review
**Date**: YYYY-MM-DD HH:MM
**Status**: Rejected ❌
**Feedback**:

**Issues Found**:

1. **Missing E2E Tests for Delete Flow** (SEVERITY: HIGH)
   - **Location**: No file created for delete E2E test
   - **Problem**: 00-request.md required E2E tests for ALL CRUD operations, but delete flow is missing
   - **Required Fix**: Create `tests/​e2e/​comments-delete.spec.ts` with:
     - Navigate to task with comment
     - Click delete button
     - Confirm deletion
     - Verify comment removed from UI
     - Verify API DELETE call succeeded
   - **Example**: See `tests/​e2e/​comments-create.spec.ts` for structure

2. **Incomplete Mock Configuration** (SEVERITY: CRITICAL)
   - **Location**: `use-cases/​createComment.test.ts:15-20`
   - **Problem**: Supabase client mock doesn't include `from().select()` chain
   - **Required Fix**: Update mock to:
     ```typescript
     vi.mock('@/​lib/​supabase', () => ({
       createClient: vi.fn(() => ({
         from: vi.fn(() => ({
           insert: vi.fn(),
           select: vi.fn(),  // ← ADD THIS
         })),
       })),
     }));
     ```

**Action Required**:
Please create iteration 02 addressing these 2 issues.

### User Review
**Date**: Pending
**Status**: Waiting for corrections

Then:

1. Agent creates 02-iteration.md addressing issues
2. Review again when notified
3. Repeat until approved

Reference: See references/​iteration-review-checklist.md for comprehensive criteria.

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OPTIONAL: Enable Parallelism via Handoffs

When to use: Interfaces are stable, want to accelerate delivery.

Create handoff document:

cp PRDs/​_templates/​agent-handoff-template.md PRDs/​{domain}/​{feature}/​{current-agent}/​handoff-001.md

What to include:

• Stable interfaces (function signatures that won't change)
• Data contracts (input/​output schemas)
• Service interfaces (methods next agent will call)
• Constraints (what next agent can/​cannot assume)
• Coordination notes (how to handle if interfaces change)

Example scenario:

Test Agent working on iteration 02 (corrections)
          ↓
   Interfaces are stable
          ↓
You create test-agent/​handoff-001.md
          ↓
Implementer can start using handoff
          ↓
Both work in parallel

Reference: See references/​handoff-coordination.md for detailed guide.

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PRE-HANDOFF VALIDATION CHECKLIST

Before handing off to first agent (Test Agent), verify:

Context Research Completed

• Supabase MCP used to query existing schema
• Tables reviewed for similar features
• Patterns identified (multi-tenancy, naming)
• RLS policies examined
• Context7 consulted for latest patterns

PRD Completeness

• All 14 sections completed
• Zod schemas defined with validations
• API specs include all CRUD operations
• Database schema includes RLS policies
• Acceptance criteria testable
• Out of scope documented

Directory Structure

• Feature directory follows canonical structure
• All subdirectories created
• Placeholder files for other agents
• API routes created

Entities Implementation

• entities.ts compiles without errors
• All schemas from PRD implemented
• TypeScript types exported
• JSDoc comments added
• NO business logic
• Only Zod import

Consistency Checks

• Feature name consistent (PRD, directories, files)
• Entity names consistent (PascalCase in code, kebab-case in URLs)
• Schema fields match DB columns (camelCase ↔ snake_case)
• No circular dependencies

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HANDOFF PROTOCOL

# After completing all phases, execute:
/​agent-handoff {feature-path} architect completed

# Then provide explicit handoff message

Handoff message template:

## 🎯 HANDOFF TO TEST AGENT

**PRD Status**: ✅ Complete
**Feature**: `{feature-name}`
**Location**: `app/​src/​features/​{feature-name}/`

### What I've Delivered

1. **Complete PRD**: `PRDs/​{domain}/​{number}-{feature}/​architect/​00-master-prd.md`
2. **Directory Structure**: All folders and placeholder files
3. **Entities**: `entities.ts` implemented with Zod schemas
4. **Request Document**: `test-agent/​00-request.md` with your specific requirements

### What You Must Do

1. **Read**: `test-agent/​00-request.md` for your detailed requirements
2. **Create Tests** for ALL layers (entities, use cases, services, API, E2E)
3. **Verify Tests FAIL**: All tests must fail with "function not defined"
4. **Document**: Create `test-agent/​01-iteration.md` with your work

### Critical Requirements

- ❌ DO NOT implement any functional code
- ❌ DO NOT modify entities.ts
- ✅ MUST create comprehensive test coverage (>90%)
- ✅ Tests become IMMUTABLE SPECIFICATION

Ready to proceed?

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COMMON MISTAKES TO AVOID

❌ Creating incomplete PRDs

"Add comments feature" [END OF DOCUMENT]

✅ Complete 14-section PRD

# PRD: Task Comments System

## 1. Executive Summary
...
[Complete 14 sections]

❌ Assuming requirements

User: "Add notifications"
You: [Creates PRD immediately]

✅ Clarify first

User: "Add notifications"
You: "I reviewed the database. Let me clarify:
1. What events trigger notifications?
2. Delivery channels (in-app, email, push)?
..."

❌ Implementing business logic

// entities.ts
export const validateComment = (comment: Comment) => {
  if (comment.content.length < 5) throw new Error('Too short');
}

✅ Pure Zod schema only

// entities.ts
export const CommentSchema = z.object({
  content: z.string().min(5, 'Minimum 5 characters'),
});

❌ Vague rejection feedback

"Tests are incomplete. Please fix."

✅ Specific, actionable feedback

**Missing E2E Tests for Delete Flow** (SEVERITY: HIGH)
- **Location**: No file for delete E2E test
- **Problem**: 00-request.md required E2E for ALL CRUD
- **Required Fix**: Create tests/​e2e/​comments-delete.spec.ts with...
- **Example**: See tests/​e2e/​comments-create.spec.ts

---

REFERENCES

Detailed technical guides (load on demand):

• references/​prd-template-guide.md - Complete 14-section breakdown
• references/​entity-design-patterns.md - Zod schema patterns
• references/​iteration-review-checklist.md - Review criteria
• references/​supabase-rls-patterns.md - RLS policy patterns
• references/​handoff-coordination.md - Parallelism guide

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Last Updated: 2025-10-24