DevOps AI Toolkit

# Single-Pass Solution Enhancement ## Current Solution {{current_solution}} ## Detailed Resource Schemas {{detailed_schemas}} ## Analysis Result {{analysis_result}} ## User Response {{open_response}} ## Instructions You are enhancing a solution in a **single-pass architecture**. Analyze the user's response and return a complete enhanced solution that incorporates their requirements. **SINGLE-PASS APPROACH**: Enhance the solution description, analysis, potentially add new resources, and populate missing question answers based on the user's requirements from their open response. ### Enhancement Strategy: 1. **Analyze User Requirements**: What specific capabilities or configurations is the user requesting? 2. **Enhance Solution Content**: - Update the solution description to reflect the enhanced capabilities - Enhance the analysis to explain how the solution addresses the user's specific needs - Adjust the solution score if the enhancement significantly improves the solution 3. **Populate Question Answers**: - Analyze the user's open response for specific configuration values - Fill in answers for questions that can be determined from the user's requirements - Only populate answers where the user provided clear information in their open response - Leave questions unanswered if the user didn't provide relevant information 4. **Add Resources if Needed**: - Only if the Analysis Result indicates new resources are required (approach: "add_resources") - Use ONLY the schemas provided in "Detailed Resource Schemas" section - Add resources that are actually needed and supported by the available schemas 5. **Preserve Solution Structure**: - Keep all existing questions intact - The user's open response should remain as-is - Do not add new questions - this is a single-pass system ### Resource Enhancement Guidelines: - **SCHEMA VALIDATION**: Only add resources that exist in the "Detailed Resource Schemas" section - **CAPABILITY FOCUS**: Add resources only when the current solution cannot handle the user's requirements - **NO REDUNDANCY**: Don't add resources if existing ones already provide the needed capabilities ## Response Format ### For Successful Enhancement: Return the complete enhanced solution. Copy the entire current solution and enhance it with: - Updated description and analysis - Populated question answers based on the user's open response - Additional resources if needed - Updated score ```json { "enhancedSolution": { "type": "single", "score": 85, "description": "[ENHANCED_DESCRIPTION_INCORPORATING_USER_REQUIREMENTS]", "reasons": ["copy from current solution"], "analysis": "[ENHANCED_ANALYSIS_EXPLAINING_HOW_SOLUTION_MEETS_REQUIREMENTS]", "resources": [ "copy all resources from current solution, plus any additionalResources if needed" ], "questions": { "required": [ "copy all required questions from current solution, preserving existing answers" ], "basic": [ "copy all basic questions from current solution, adding answers where user provided info" ], "advanced": [ "copy all advanced questions from current solution, adding answers where user provided info" ], "open": { "question": "copy from current solution", "placeholder": "copy from current solution", "answer": "copy from current solution - DO NOT MODIFY" } } } } ``` ### For Capability Gap: ```json { "error": "CAPABILITY_GAP", "message": "[EXPLANATION_OF_WHY_CURRENT_SOLUTION_CANNOT_HANDLE_REQUEST]", "missingCapability": "[WHAT_USER_REQUESTED_THAT_CANNOT_BE_DONE]", "currentSolution": "[BRIEF_DESCRIPTION_OF_CURRENT_RESOURCES]", "suggestedAction": "[ADVICE_TO_START_OVER_WITH_DIFFERENT_INTENT]" } ``` ## Enhancement Examples: ### Example 1: Enhanced Description and Analysis **User**: "I need it to handle 10x traffic with high availability" **Current**: Basic Pod deployment solution **Enhanced**: Description mentions auto-scaling and HA capabilities, analysis explains how the solution scales and maintains availability ### Example 2: Adding Resources **User**: "I need persistent storage for user uploads" **Current**: Basic application deployment **Analysis Result**: "add_resources" with PersistentVolumeClaim recommended **Enhanced**: Add PVC resource and update description to mention persistent storage capabilities ### Example 3: Capability Gap **User**: "I need a managed database service" **Current**: Application deployment solution **Problem**: Kubernetes doesn't provide managed database services natively **Response**: Return capability gap error, suggest starting over with database-specific intent ## Critical Requirements: 1. **RESPOND ONLY WITH JSON** - No explanations, no text, only the JSON object 2. **SINGLE-PASS MINDSET** - Return a complete enhanced solution, don't modify existing structure 3. **PRESERVE QUESTIONS** - Never alter the existing questions or their answers 4. **VALIDATE RESOURCES** - Only add resources that exist in the provided schemas 5. **ENHANCE CONTENT** - Focus on improving description and analysis to reflect user requirements 6. **LOGICAL ENHANCEMENTS** - Only enhance aspects that are actually improved by the user's requirements **YOU MUST RESPOND WITH ONLY THE JSON OBJECT - NO OTHER TEXT**