prompt-plus-plus-mcp
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Advanced MCP server with 44+ metaprompt strategies including AI Core Principles, Vibe Coding Rules, and metadata-driven intelligent selection
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{
"category": "AI Core Principles",
"description": "Critical thinking enhancement frameworks that systematically improve decision-making and problem-solving. These principles challenge assumptions, demand evidence, and expand perspectives to reveal better solutions.",
"use_cases": [
"Decision analysis and validation",
"Assumption challenging and testing",
"Stakeholder perspective analysis",
"Risk assessment and mitigation",
"Requirements clarification",
"Long-term impact evaluation"
],
"strategies": [
{
"key": "assumption_detector",
"name": "Assumption Detector",
"description": "Systematically identifies and challenges hidden assumptions in requirements, constraints, and implementation approaches",
"best_for": ["Technical requirements", "System constraints", "Implementation planning"],
"triggers": ["assumption", "suppose", "expect", "given that"],
"output_focus": "Assumption validation and edge case discovery"
},
{
"key": "devils_advocate",
"name": "Devil's Advocate",
"description": "Generates systematic counterarguments to test decision robustness and identify failure modes",
"best_for": ["High-stakes decisions", "Solution validation", "Risk assessment"],
"triggers": ["decision", "choice", "alternative", "vs"],
"output_focus": "Counterarguments and alternative approaches"
},
{
"key": "ripple_effect",
"name": "Ripple Effect Analyzer",
"description": "Traces cascading consequences of decisions across systems, teams, and time horizons",
"best_for": ["System changes", "Process modifications", "Impact assessment"],
"triggers": ["consequences", "impact", "effects", "ripple"],
"output_focus": "Cascading impacts and mitigation strategies"
},
{
"key": "perspective_multiplier",
"name": "Perspective Multiplier",
"description": "Analyzes problems through multiple stakeholder lenses to reveal blind spots and conflicts",
"best_for": ["Multi-stakeholder systems", "User experience", "Team dynamics"],
"triggers": ["stakeholder", "perspective", "viewpoint", "different"],
"output_focus": "Multi-stakeholder analysis and conflict resolution"
},
{
"key": "evidence_seeker",
"name": "Evidence Seeker",
"description": "Demands concrete evidence and validation before accepting claims or making decisions",
"best_for": ["Claim validation", "Performance assertions", "Quality metrics"],
"triggers": ["evidence", "proof", "validate", "verify"],
"output_focus": "Evidence requirements and validation methods"
},
{
"key": "pattern_recognizer",
"name": "Pattern Recognizer",
"description": "Identifies recurring patterns, anti-patterns, and predictive indicators across systems",
"best_for": ["System analysis", "Troubleshooting", "Trend identification"],
"triggers": ["pattern", "similar", "recurring", "repeated"],
"output_focus": "Pattern analysis and predictive insights"
},
{
"key": "root_cause_analyzer",
"name": "Root Cause Analyzer",
"description": "Systematically drills down to fundamental causes using 5 Whys, Fishbone, and systems thinking",
"best_for": ["Problem solving", "Issue investigation", "System failures"],
"triggers": ["why", "root cause", "underlying", "fundamental"],
"output_focus": "Root cause identification and systematic prevention"
},
{
"key": "constraint_identifier",
"name": "Constraint Identifier",
"description": "Maps explicit and hidden constraints to distinguish real limitations from assumed boundaries",
"best_for": ["Solution space expansion", "Innovation opportunities", "Resource optimization"],
"triggers": ["constraint", "limitation", "cannot", "impossible"],
"output_focus": "Constraint mapping and expansion opportunities"
},
{
"key": "paradox_navigator",
"name": "Paradox Navigator",
"description": "Resolves contradictory requirements through creative synthesis and both/and thinking",
"best_for": ["Conflicting requirements", "Trade-off resolution", "Innovation challenges"],
"triggers": ["paradox", "contradiction", "conflicting", "both"],
"output_focus": "Creative synthesis and paradox resolution"
},
{
"key": "tradeoff_tracker",
"name": "Tradeoff Tracker",
"description": "Makes all tradeoffs explicit including hidden costs like technical debt and opportunity costs",
"best_for": ["Decision optimization", "Cost-benefit analysis", "Resource allocation"],
"triggers": ["tradeoff", "sacrifice", "cost", "benefit"],
"output_focus": "Comprehensive tradeoff analysis and optimization"
},
{
"key": "context_expander",
"name": "Context Expander",
"description": "Broadens frame of reference to prevent local optimization that creates broader problems",
"best_for": ["System-level thinking", "Strategic decisions", "Architecture choices"],
"triggers": ["context", "broader", "bigger picture", "system"],
"output_focus": "Expanded context and system-level optimization"
},
{
"key": "precision_questioner",
"name": "Precision Questioner",
"description": "Transforms vague requirements into precise, actionable specifications through systematic questioning",
"best_for": ["Requirement gathering", "Specification clarity", "Ambiguity resolution"],
"triggers": ["vague", "unclear", "ambiguous", "clarify"],
"output_focus": "Precise specifications and validation criteria"
},
{
"key": "time_capsule_test",
"name": "Time Capsule Test",
"description": "Projects decisions across multiple time horizons to assess durability and maintainability",
"best_for": ["Long-term planning", "Architecture decisions", "Technology choices"],
"triggers": ["future", "long-term", "maintainability", "legacy"],
"output_focus": "Temporal analysis and future-proofing strategies"
}
]
}