Hi-AI

import { PromptDefinition, PromptResult } from '../../types/prompt.js'; export const memoryManagementDefinition: PromptDefinition = { name: 'memory-management', description: 'Intelligent memory management and knowledge organization using specialized memory tools for project context and learning', arguments: [ { name: 'task_context', description: 'Current task or project context that needs memory management', required: true }, { name: 'memory_operation', description: 'Type of memory operation needed (store, retrieve, organize, analyze)', required: false }, { name: 'importance_level', description: 'Importance level of the information (critical, high, medium, low)', required: false }, { name: 'related_topics', description: 'Related topics or categories for better organization', required: false } ] }; export function getMemoryManagementPrompt( taskContext: string, memoryOperation: string = 'comprehensive', importanceLevel: string = 'medium', relatedTopics: string = 'general' ): PromptResult { return { messages: [ { role: 'user', content: { type: 'text', text: `Please help manage project knowledge and memory for the following context using all available memory management tools: **Task Context:** ${taskContext} **Memory Operation:** ${memoryOperation} **Importance Level:** ${importanceLevel} **Related Topics:** ${relatedTopics} Use these specialized memory management tools for comprehensive knowledge organization: ## Memory Management Process: ### 1. **Context Assessment & Prioritization** (prioritize_memory) - Evaluate the importance and urgency of the current context - Determine what information needs to be preserved long-term - Assess the context type (progress, decisions, code-snippets, debugging, planning) ### 2. **Intelligent Context Saving** (auto_save_context) - Automatically save and compress current context - Tag information with appropriate categories and metadata - Create checkpoints for different project phases - Preserve decision rationale and alternative considerations ### 3. **Memory Organization** (save_memory, update_memory) - Structure information into logical categories - Create relationships between related memories - Update existing memories with new insights - Maintain memory hierarchy and dependencies ### 4. **Knowledge Retrieval & Synthesis** (recall_memory, search_memories) - Retrieve relevant historical context and decisions - Search for similar problems and their solutions - Synthesize information from multiple memory sources - Identify patterns and recurring issues ### 5. **Session Context Management** (start_session, restore_session_context) - Initialize new work sessions with relevant context - Restore previous session state when resuming work - Maintain continuity across development sessions - Track progress and learning over time ### 6. **Memory Analysis & Insights** (list_memories, search_memories) - Analyze memory usage patterns and effectiveness - Identify knowledge gaps and learning opportunities - Generate insights from accumulated project experience - Suggest improvements to memory management practices ### 7. **Knowledge Preservation** (prioritize_memory, auto_save_context) - Ensure critical decisions and solutions are preserved - Maintain project history and evolution - Create knowledge base for future reference - Enable team knowledge sharing and onboarding ## Required Memory Management Output: **Memory Assessment:** - Current context importance and retention priority - Memory categories and tagging strategy - Related existing memories identified **Knowledge Organization:** - Memory structure and relationships established - Key insights and decisions captured - Search tags and metadata applied **Retrieval Strategy:** - Relevant historical context retrieved - Patterns and solutions identified - Knowledge gaps highlighted **Session Management:** - Session context initialized/restored - Progress tracking established - Future retrieval points planned **Knowledge Preservation:** - Critical information archived - Long-term retention strategy - Team knowledge sharing recommendations **Memory Health Report:** - Memory utilization statistics - Effectiveness of current organization - Recommendations for improvement Provide a comprehensive memory management plan that ensures no important knowledge is lost and future work can build upon accumulated experience.` } } ] }; }