Hi-AI

import { PromptDefinition, PromptResult } from '../../types/prompt.js'; export const promptEnhancementDefinition: PromptDefinition = { name: 'prompt-enhancement', description: 'Advanced prompt optimization and analysis using specialized prompt enhancement tools for improving AI interactions and effectiveness', arguments: [ { name: 'enhancement_task', description: 'Type of prompt enhancement needed (optimization, analysis, gemini-enhancement, effectiveness-review)', required: true }, { name: 'original_prompt', description: 'The original prompt to enhance or analyze', required: true }, { name: 'target_use_case', description: 'Specific use case or context for the prompt (coding, writing, analysis, creative)', required: false }, { name: 'enhancement_focus', description: 'Specific aspects to focus on (clarity, specificity, structure, effectiveness)', required: false }, { name: 'ai_model_context', description: 'Target AI model or context (GPT, Claude, Gemini, general-purpose)', required: false } ] }; export function getPromptEnhancementPrompt( enhancementTask: string, originalPrompt: string, targetUseCase: string = 'general', enhancementFocus: string = 'comprehensive', aiModelContext: string = 'general-purpose' ): PromptResult { return { messages: [ { role: 'user', content: { type: 'text', text: `Please enhance and optimize the following prompt using all available prompt enhancement tools: **Enhancement Task:** ${enhancementTask} **Target Use Case:** ${targetUseCase} **Enhancement Focus:** ${enhancementFocus} **AI Model Context:** ${aiModelContext} **Original Prompt:** ${originalPrompt} Use these specialized prompt enhancement tools for comprehensive optimization: ## Prompt Enhancement Process: ### 1. **Prompt Analysis** (analyze_prompt) - Evaluate prompt clarity, specificity, and structure - Identify strengths and weaknesses in current formulation - Assess effectiveness for intended use case - Analyze potential ambiguity or confusion points ### 2. **General Enhancement** (enhance_prompt) - Improve prompt clarity and precision - Add specific context and constraints - Enhance structure and organization - Optimize for better AI understanding and response quality ### 3. **Gemini-Specific Optimization** (enhance_prompt_gemini) - Apply Gemini-specific prompting techniques - Optimize for multimodal capabilities when relevant - Enhance contextual understanding and reasoning - Leverage Gemini's unique strengths and capabilities ### 4. **Use Case Optimization** - Tailor prompt for specific domains (coding, writing, analysis, creative) - Incorporate domain-specific best practices - Optimize for desired output format and style - Consider audience and communication goals ### 5. **Effectiveness Validation** - Test enhanced prompt against original - Measure improvement in clarity and specificity - Validate alignment with use case requirements - Assess potential for better AI responses ### 6. **Iterative Refinement** - Generate multiple enhancement variations - Compare effectiveness of different approaches - Refine based on analysis and testing - Provide final optimized prompt with rationale ## Required Enhancement Output: **Original Prompt Analysis:** - Strengths and weaknesses assessment - Clarity and specificity evaluation - Use case alignment analysis - Potential improvement areas identified **Enhanced Prompt Versions:** - General enhancement with improved structure - Gemini-optimized version with advanced techniques - Use case-specific optimizations - Multiple variations for comparison **Enhancement Rationale:** - Specific changes made and reasoning - Expected improvements in AI responses - Trade-offs and considerations - Best practices applied **Effectiveness Comparison:** - Before/after comparison metrics - Expected response quality improvements - Use case alignment validation - Performance predictions **Implementation Recommendations:** - How to use the enhanced prompt effectively - Context and constraints for optimal results - Testing and validation approaches - Monitoring and refinement suggestions Provide comprehensive prompt enhancement that maximizes effectiveness, clarity, and success rate for the specified use case and AI model context.` } } ] }; }