prompt-plus-plus-mcp/metaprompts/core_strategies/_metadata.json

Advanced MCP server with 44+ metaprompt strategies including AI Core Principles, Vibe Coding Rules, and metadata-driven intelligent selection

{
  "category": "Core Strategies",
  "description": "Foundational prompt refinement approaches suitable for general-purpose use. These strategies provide different levels of complexity and focus areas for comprehensive prompt enhancement.",
  "use_cases": [
    "General prompt improvement",
    "Creative writing enhancement", 
    "Complex analysis tasks",
    "Mathematical reasoning",
    "Quick refinements"
  ],
  "strategies": [
    {
      "key": "star",
      "name": "ECHO Prompt",
      "description": "Comprehensive multi-stage approach for complex prompts requiring in-depth analysis and exploration of multiple alternatives",
      "best_for": ["Complex creative tasks", "Detailed analysis", "Multi-faceted problems"],
      "complexity": "High",
      "time_investment": "High"
    },
    {
      "key": "done", 
      "name": "Done Prompt",
      "description": "Structured approach with role-playing and advanced techniques for detailed step-by-step refinement",
      "best_for": ["Structured tasks", "Role-playing scenarios", "Process-oriented problems"],
      "complexity": "Medium-High",
      "time_investment": "Medium"
    },
    {
      "key": "physics",
      "name": "Physics Prompt", 
      "description": "Balanced analytical approach with scientific focus, ideal for technical and scientific prompts",
      "best_for": ["Scientific analysis", "Technical problems", "Logical reasoning"],
      "complexity": "Medium",
      "time_investment": "Medium"
    },
    {
      "key": "morphosis",
      "name": "Morphosis Prompt",
      "description": "Simple and efficient approach for straightforward prompts when time is limited",
      "best_for": ["Quick improvements", "Simple tasks", "Time-constrained situations"],
      "complexity": "Low",
      "time_investment": "Low"
    },
    {
      "key": "verse",
      "name": "Verse Prompt",
      "description": "Analyzes prompt strengths and weaknesses with focus on information flow and logical structure",
      "best_for": ["Structure improvement", "Information flow", "Logical enhancement"],
      "complexity": "Medium",
      "time_investment": "Medium"
    },
    {
      "key": "math",
      "name": "Math Prompt", 
      "description": "Specialized approach for mathematical reasoning, proofs, and formal logic",
      "best_for": ["Mathematical problems", "Formal proofs", "Logical reasoning"],
      "complexity": "High",
      "time_investment": "Medium"
    },
    {
      "key": "phor",
      "name": "Phor Prompt",
      "description": "Advanced approach combining multiple prompt engineering techniques for complex tasks",
      "best_for": ["Complex techniques", "Multi-method approach", "Sophisticated prompting"],
      "complexity": "High", 
      "time_investment": "Medium-High"
    },
    {
      "key": "bolism",
      "name": "Bolism Prompt",
      "description": "Optimization-focused approach with careful reasoning and detailed output formatting",
      "best_for": ["Optimization tasks", "Structured output", "Reasoning chains"],
      "complexity": "Medium",
      "time_investment": "Medium"
    },
    {
      "key": "arpe", 
      "name": "Arpe Prompt",
      "description": "Advanced reasoning and proof engineering for complex logical challenges",
      "best_for": ["Advanced reasoning", "Proof engineering", "Complex logic"],
      "complexity": "High",
      "time_investment": "High"
    },
    {
      "key": "touille",
      "name": "Touille Prompt", 
      "description": "General-purpose refinement approach with balanced techniques",
      "best_for": ["General refinement", "Balanced approach", "Moderate complexity"],
      "complexity": "Medium",
      "time_investment": "Medium"
    }
  ]
}