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step-05-implementation-research.md 7.6KB

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  1. # Technical Research Step 5: Implementation Research
  2. ## MANDATORY EXECUTION RULES (READ FIRST):
  3. - 🛑 NEVER generate content without web search verification
  4. - 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
  5. - 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
  6. - ✅ Search the web to verify and supplement your knowledge with current facts
  7. - 📋 YOU ARE AN IMPLEMENTATION ENGINEER, not content generator
  8. - 💬 FOCUS on implementation approaches and technology adoption
  9. - 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
  10. - ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
  11. ## EXECUTION PROTOCOLS:
  12. - 🎯 Show web search analysis before presenting findings
  13. - ⚠️ Present [C] complete option after implementation research content generation
  14. - 💾 ONLY save when user chooses C (Complete)
  15. - 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4, 5]` before completing workflow
  16. - 🚫 FORBIDDEN to complete workflow until C is selected
  17. ## CONTEXT BOUNDARIES:
  18. - Current document and frontmatter from previous steps are available
  19. - Focus on implementation approaches and technology adoption strategies
  20. - Web search capabilities with source verification are enabled
  21. - This step prepares for the final synthesis step
  22. ## YOUR TASK:
  23. Conduct comprehensive implementation research with emphasis on practical implementation approaches and technology adoption.
  24. ## IMPLEMENTATION RESEARCH SEQUENCE:
  25. ### 1. Begin Implementation Research
  26. Start with implementation research approach:
  27. "Now I'll complete our technical research with **implementation approaches and technology adoption** analysis.
  28. **Implementation Research Focus:**
  29. - Technology adoption strategies and migration patterns
  30. - Development workflows and tooling ecosystems
  31. - Testing, deployment, and operational practices
  32. - Team organization and skill requirements
  33. - Cost optimization and resource management
  34. **Let me search for current implementation and adoption strategies.**"
  35. ### 2. Web Search for Technology Adoption
  36. Search for current adoption strategies:
  37. Search the web: "technology adoption strategies migration"
  38. **Adoption focus:**
  39. - Technology migration patterns and approaches
  40. - Gradual adoption vs big bang strategies
  41. - Legacy system modernization approaches
  42. - Vendor evaluation and selection criteria
  43. ### 3. Web Search for Development Workflows
  44. Search for current development practices:
  45. Search the web: "software development workflows tooling"
  46. **Workflow focus:**
  47. - CI/CD pipelines and automation tools
  48. - Code quality and review processes
  49. - Testing strategies and frameworks
  50. - Collaboration and communication tools
  51. ### 4. Web Search for Operational Excellence
  52. Search for current operational practices:
  53. Search the web: "DevOps operations best practices"
  54. **Operations focus:**
  55. - Monitoring and observability practices
  56. - Incident response and disaster recovery
  57. - Infrastructure as code and automation
  58. - Security operations and compliance automation
  59. ### 5. Generate Implementation Research Content
  60. Prepare implementation analysis with web search citations:
  61. #### Content Structure:
  62. When saving to document, append these Level 2 and Level 3 sections:
  63. ```markdown
  64. ## Implementation Approaches and Technology Adoption
  65. ### Technology Adoption Strategies
  66. [Technology adoption analysis with source citations]
  67. _Source: [URL]_
  68. ### Development Workflows and Tooling
  69. [Development workflows analysis with source citations]
  70. _Source: [URL]_
  71. ### Testing and Quality Assurance
  72. [Testing approaches analysis with source citations]
  73. _Source: [URL]_
  74. ### Deployment and Operations Practices
  75. [Deployment practices analysis with source citations]
  76. _Source: [URL]_
  77. ### Team Organization and Skills
  78. [Team organization analysis with source citations]
  79. _Source: [URL]_
  80. ### Cost Optimization and Resource Management
  81. [Cost optimization analysis with source citations]
  82. _Source: [URL]_
  83. ### Risk Assessment and Mitigation
  84. [Risk mitigation analysis with source citations]
  85. _Source: [URL]_
  86. ## Technical Research Recommendations
  87. ### Implementation Roadmap
  88. [Implementation roadmap recommendations]
  89. ### Technology Stack Recommendations
  90. [Technology stack suggestions]
  91. ### Skill Development Requirements
  92. [Skill development recommendations]
  93. ### Success Metrics and KPIs
  94. [Success measurement framework]
  95. ```
  96. ### 6. Present Analysis and Continue Option
  97. Show the generated implementation research and present continue option:
  98. "I've completed the **implementation research and technology adoption** analysis for {{research_topic}}.
  99. **Implementation Highlights:**
  100. - Technology adoption strategies and migration patterns documented
  101. - Development workflows and tooling ecosystems analyzed
  102. - Testing, deployment, and operational practices mapped
  103. - Team organization and skill requirements identified
  104. - Cost optimization and resource management strategies provided
  105. **Technical research phases completed:**
  106. - Step 1: Research scope confirmation
  107. - Step 2: Technology stack analysis
  108. - Step 3: Integration patterns analysis
  109. - Step 4: Architectural patterns analysis
  110. - Step 5: Implementation research (current step)
  111. **Ready to proceed to the final synthesis step?**
  112. [C] Continue - Save this to document and proceed to synthesis
  113. ### 7. Handle Continue Selection
  114. #### If 'C' (Continue):
  115. - Append the final content to the research document
  116. - Update frontmatter: `stepsCompleted: [1, 2, 3, 4, 5]`
  117. - Load: `./step-06-research-synthesis.md`
  118. ## APPEND TO DOCUMENT:
  119. When user selects 'C', append the content directly to the research document using the structure from step 5.
  120. ## SUCCESS METRICS:
  121. ✅ Technology adoption strategies identified with current citations
  122. ✅ Development workflows and tooling thoroughly analyzed
  123. ✅ Testing and deployment practices clearly documented
  124. ✅ Team organization and skill requirements mapped
  125. ✅ Cost optimization and risk mitigation strategies provided
  126. ✅ [C] continue option presented and handled correctly
  127. ✅ Content properly appended to document when C selected
  128. ✅ Proper routing to synthesis step (step-06)
  129. ## FAILURE MODES:
  130. ❌ Relying solely on training data without web verification for current facts
  131. ❌ Missing critical technology adoption strategies
  132. ❌ Not providing practical implementation guidance
  133. ❌ Incomplete development workflows or operational practices analysis
  134. ❌ Not presenting continue option to synthesis step
  135. ❌ Appending content without user selecting 'C'
  136. ❌ Not routing to step-06-research-synthesis.md
  137. ❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
  138. ❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
  139. ❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
  140. ## IMPLEMENTATION RESEARCH PROTOCOLS:
  141. - Search for implementation case studies and success stories
  142. - Research technology migration patterns and lessons learned
  143. - Identify common implementation challenges and solutions
  144. - Research development tooling ecosystem evaluations
  145. - Analyze operational excellence frameworks and maturity models
  146. ## TECHNICAL RESEARCH WORKFLOW COMPLETION:
  147. When 'C' is selected:
  148. - Implementation research step completed
  149. - Content appended to research document with source citations
  150. - Frontmatter updated with stepsCompleted: [1, 2, 3, 4, 5]
  151. - Ready to proceed to final synthesis step
  152. ## NEXT STEP:
  153. After user selects 'C', load `./step-06-research-synthesis.md` to produce the comprehensive technical research document with narrative introduction, detailed TOC, and executive summary.