Integration Patterns
Pattern 1: Cursor Rules Integration
Overview
Generate specs and extract them as Cursor rules to constrain your agent throughout development.Implementation
- Generate your spec using the API or MCP
- Extract key constraints from the spec into Cursor rules format
- Apply rules to your project for consistent agent behavior
Example Cursor Rules
From a generated spec, extract:Benefits
- Consistent Implementation: Agent follows architectural guidelines
- Reduced Review Cycles: Fewer architectural deviations
- Faster Development: Less back-and-forth on design decisions
Pattern 2: Lovable/Bolt Direct Paste
Overview
Use deep links or direct paste to load specs as project context in no-code platforms.Lovable Integration
Deep Link Pattern:- Generate spec with
outputFormat: "url"
- Use the Lovable deep link from your spec page
- Spec loads as complete project context
- Lovable interprets the markdown structure
- Automatic component and page generation
Bolt Integration
Similar Pattern:- Generate spec with hosted URL
- Use “Open in Bolt” button
- Spec context loads automatically
- Bolt creates project structure based on spec
Benefits
- Zero Context Loss: Complete spec available as context
- Rapid Prototyping: Instant project setup
- No Manual Pasting: Direct integration
Pattern 3: v0 Component Extraction
Overview
Extract specific UI components and patterns from generated specs for targeted implementation.Process
- Generate comprehensive spec with detailed UI requirements
- Extract component specifications from the spec
- Use v0 for component generation with focused prompts
Example Component Extraction
From Spec Section:Benefits
- Modular Development: Build components individually
- Consistent Design: All components follow spec guidelines
- Iterative Refinement: Focus on one component at a time
Pattern 4: Programmatic Spec Management
Overview
Integrate spec generation into your development workflow programmatically.API Integration Patterns
Build Script Integration
CI/CD Pipeline Integration
Development Tool Integration
VS Code Extension:Benefits
- Automated Documentation: Specs generated as part of workflow
- Consistent Process: Same spec format across all features
- Version Control: Specs tracked with code changes
- Team Standardization: Uniform approach to feature planning
Pattern 5: MCP Workflow Integration
Overview
Use MCP for conversational spec generation and iterative refinement.Claude Desktop Workflow
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Conversational Generation:
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Iterative Refinement:
-
Implementation Guidance:
Cursor Workflow
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Context-Aware Generation:
- MCP understands current project structure
- Generates specs that fit existing codebase
- References current files and patterns
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Seamless Handoff:
- Spec generates via MCP
- Immediately available in Cursor
- No context switching required
Benefits
- Natural Interaction: Generate specs through conversation
- Context Awareness: MCP understands your current work
- Iterative Process: Refine specs conversationally
- Integrated Experience: No leaving your development environment
Pattern 6: Spec-Driven Testing
Overview
Use generated specs as the basis for comprehensive test suites.Process
- Generate spec with detailed acceptance criteria
- Extract test scenarios from acceptance criteria
- Generate test code based on spec requirements
Example Test Generation
From Spec Acceptance Criteria:Benefits
- Complete Coverage: Tests derived directly from requirements
- Consistent Testing: Same test patterns across features
- Requirement Validation: Tests verify spec implementation
- Documentation: Tests serve as executable documentation
Pattern 7: Multi-Agent Coordination
Overview
Use specs to coordinate multiple AI agents working on different aspects of a project.Architecture
Implementation
- Generate Comprehensive Spec with granular subtasks
- Assign Tasks by Expertise:
- Backend Agent: API endpoints, database logic
- Frontend Agent: UI components, user interactions
- Testing Agent: Test suites, QA validation
- Coordinate Integration Points through spec-defined interfaces
- Validate Against Acceptance Criteria before completion
Example Agent Handshake
Spec Defines:Benefits
- Parallel Development: Multiple agents work simultaneously
- Specialized Expertise: Each agent focuses on their domain
- Clear Interfaces: Well-defined integration points
- Quality Assurance: Comprehensive validation
Choosing the Right Pattern
For Individual Developers
- Cursor Rules: Consistent architecture enforcement
- Direct Paste: Quick project setup in Lovable/Bolt
- MCP Integration: Natural workflow in Claude/Cursor
For Teams
- Programmatic Integration: Automated spec generation
- Multi-Agent Coordination: Parallel development
- Spec-Driven Testing: Comprehensive quality assurance
For Enterprises
- CI/CD Integration: Standardized processes
- Programmatic Management: Governance and compliance
- Multi-Agent Workflows: Large-scale coordination
For Prototyping
- Direct Paste Patterns: Rapid validation
- Component Extraction: Focused development
- Iterative Refinement: Quick feedback cycles