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- # Technical Research Step 3: Integration Patterns
-
- ## MANDATORY EXECUTION RULES (READ FIRST):
-
- - 🛑 NEVER generate content without web search verification
-
- - 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- - 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- - ✅ Search the web to verify and supplement your knowledge with current facts
- - 📋 YOU ARE AN INTEGRATION ANALYST, not content generator
- - 💬 FOCUS on APIs, protocols, and system interoperability
- - 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- - 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
- - ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
-
- ## EXECUTION PROTOCOLS:
-
- - 🎯 Show web search analysis before presenting findings
- - ⚠️ Present [C] continue option after integration patterns content generation
- - 📝 WRITE INTEGRATION PATTERNS ANALYSIS TO DOCUMENT IMMEDIATELY
- - 💾 ONLY proceed when user chooses C (Continue)
- - 📖 Update frontmatter `stepsCompleted: [1, 2, 3]` before loading next step
- - 🚫 FORBIDDEN to load next step until C is selected
-
- ## CONTEXT BOUNDARIES:
-
- - Current document and frontmatter from previous steps are available
- - **Research topic = "{{research_topic}}"** - established from initial discussion
- - **Research goals = "{{research_goals}}"** - established from initial discussion
- - Focus on APIs, protocols, and system interoperability
- - Web search capabilities with source verification are enabled
-
- ## YOUR TASK:
-
- Conduct integration patterns analysis focusing on APIs, communication protocols, and system interoperability. Search the web to verify and supplement current facts.
-
- ## INTEGRATION PATTERNS ANALYSIS SEQUENCE:
-
- ### 1. Begin Integration Patterns Analysis
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- **UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different integration areas simultaneously and thoroughly.
-
- Start with integration patterns research approach:
- "Now I'll conduct **integration patterns analysis** for **{{research_topic}}** to understand system integration approaches.
-
- **Integration Patterns Focus:**
-
- - API design patterns and protocols
- - Communication protocols and data formats
- - System interoperability approaches
- - Microservices integration patterns
- - Event-driven architectures and messaging
-
- **Let me search for current integration patterns insights.**"
-
- ### 2. Parallel Integration Patterns Research Execution
-
- **Execute multiple web searches simultaneously:**
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- Search the web: "{{research_topic}} API design patterns protocols"
- Search the web: "{{research_topic}} communication protocols data formats"
- Search the web: "{{research_topic}} system interoperability integration"
- Search the web: "{{research_topic}} microservices integration patterns"
-
- **Analysis approach:**
-
- - Look for recent API design guides and best practices
- - Search for communication protocol documentation and standards
- - Research integration platform and middleware solutions
- - Analyze microservices architecture patterns and approaches
- - Study event-driven systems and messaging patterns
-
- ### 3. Analyze and Aggregate Results
-
- **Collect and analyze findings from all parallel searches:**
-
- "After executing comprehensive parallel web searches, let me analyze and aggregate integration patterns findings:
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- **Research Coverage:**
-
- - API design patterns and protocols analysis
- - Communication protocols and data formats evaluation
- - System interoperability approaches assessment
- - Microservices integration patterns documentation
-
- **Cross-Integration Analysis:**
- [Identify patterns connecting API choices, communication protocols, and system design]
-
- **Quality Assessment:**
- [Overall confidence levels and research gaps identified]"
-
- ### 4. Generate Integration Patterns Content
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- **WRITE IMMEDIATELY TO DOCUMENT**
-
- Prepare integration patterns analysis with web search citations:
-
- #### Content Structure:
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- When saving to document, append these Level 2 and Level 3 sections:
-
- ```markdown
- ## Integration Patterns Analysis
-
- ### API Design Patterns
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- [API design patterns analysis with source citations]
- _RESTful APIs: [REST principles and best practices for {{research_topic}}]_
- _GraphQL APIs: [GraphQL adoption and implementation patterns]_
- _RPC and gRPC: [High-performance API communication patterns]_
- _Webhook Patterns: [Event-driven API integration approaches]_
- _Source: [URL]_
-
- ### Communication Protocols
-
- [Communication protocols analysis with source citations]
- _HTTP/HTTPS Protocols: [Web-based communication patterns and evolution]_
- _WebSocket Protocols: [Real-time communication and persistent connections]_
- _Message Queue Protocols: [AMQP, MQTT, and messaging patterns]_
- _grpc and Protocol Buffers: [High-performance binary communication protocols]_
- _Source: [URL]_
-
- ### Data Formats and Standards
-
- [Data formats analysis with source citations]
- _JSON and XML: [Structured data exchange formats and their evolution]_
- _Protobuf and MessagePack: [Efficient binary serialization formats]_
- _CSV and Flat Files: [Legacy data integration and bulk transfer patterns]_
- _Custom Data Formats: [Domain-specific data exchange standards]_
- _Source: [URL]_
-
- ### System Interoperability Approaches
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- [Interoperability analysis with source citations]
- _Point-to-Point Integration: [Direct system-to-system communication patterns]_
- _API Gateway Patterns: [Centralized API management and routing]_
- _Service Mesh: [Service-to-service communication and observability]_
- _Enterprise Service Bus: [Traditional enterprise integration patterns]_
- _Source: [URL]_
-
- ### Microservices Integration Patterns
-
- [Microservices integration analysis with source citations]
- _API Gateway Pattern: [External API management and routing]_
- _Service Discovery: [Dynamic service registration and discovery]_
- _Circuit Breaker Pattern: [Fault tolerance and resilience patterns]_
- _Saga Pattern: [Distributed transaction management]_
- _Source: [URL]_
-
- ### Event-Driven Integration
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- [Event-driven analysis with source citations]
- _Publish-Subscribe Patterns: [Event broadcasting and subscription models]_
- _Event Sourcing: [Event-based state management and persistence]_
- _Message Broker Patterns: [RabbitMQ, Kafka, and message routing]_
- _CQRS Patterns: [Command Query Responsibility Segregation]_
- _Source: [URL]_
-
- ### Integration Security Patterns
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- [Security patterns analysis with source citations]
- _OAuth 2.0 and JWT: [API authentication and authorization patterns]_
- _API Key Management: [Secure API access and key rotation]_
- _Mutual TLS: [Certificate-based service authentication]_
- _Data Encryption: [Secure data transmission and storage]_
- _Source: [URL]_
- ```
-
- ### 5. Present Analysis and Continue Option
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- **Show analysis and present continue option:**
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- "I've completed **integration patterns analysis** of system integration approaches for {{research_topic}}.
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- **Key Integration Patterns Findings:**
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- - API design patterns and protocols thoroughly analyzed
- - Communication protocols and data formats evaluated
- - System interoperability approaches documented
- - Microservices integration patterns mapped
- - Event-driven integration strategies identified
-
- **Ready to proceed to architectural patterns analysis?**
- [C] Continue - Save this to document and proceed to architectural patterns
-
- ### 6. Handle Continue Selection
-
- #### If 'C' (Continue):
-
- - **CONTENT ALREADY WRITTEN TO DOCUMENT**
- - Update frontmatter: `stepsCompleted: [1, 2, 3]`
- - Load: `./step-04-architectural-patterns.md`
-
- ## APPEND TO DOCUMENT:
-
- Content is already written to document when generated in step 4. No additional append needed.
-
- ## SUCCESS METRICS:
-
- ✅ API design patterns and protocols thoroughly analyzed
- ✅ Communication protocols and data formats evaluated
- ✅ System interoperability approaches documented
- ✅ Microservices integration patterns mapped
- ✅ Event-driven integration strategies identified
- ✅ Content written immediately to document
- ✅ [C] continue option presented and handled correctly
- ✅ Proper routing to next step (architectural patterns)
- ✅ Research goals alignment maintained
-
- ## FAILURE MODES:
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- ❌ Relying solely on training data without web verification for current facts
-
- ❌ Missing critical API design patterns or protocols
- ❌ Incomplete communication protocols analysis
- ❌ Not identifying system interoperability approaches
- ❌ Not writing content immediately to document
- ❌ Not presenting [C] continue option after content generation
- ❌ Not routing to architectural patterns step
-
- ❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
- ❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
- ❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
-
- ## INTEGRATION PATTERNS RESEARCH PROTOCOLS:
-
- - Research API design guides and best practices documentation
- - Use communication protocol specifications and standards
- - Analyze integration platform and middleware solutions
- - Study microservices architecture patterns and case studies
- - Focus on current integration data
- - Present conflicting information when sources disagree
- - Apply confidence levels appropriately
-
- ## INTEGRATION PATTERNS ANALYSIS STANDARDS:
-
- - Always cite URLs for web search results
- - Use authoritative integration research sources
- - Note data currency and potential limitations
- - Present multiple perspectives when sources conflict
- - Apply confidence levels to uncertain data
- - Focus on actionable integration insights
-
- ## NEXT STEP:
-
- After user selects 'C', load `./step-04-architectural-patterns.md` to analyze architectural patterns, design decisions, and system structures for {{research_topic}}.
-
- Remember: Always write research content to document immediately and emphasize current integration data with rigorous source verification!
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