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MetaReason

Metacognitive Reflection

Security Level 1

Reflect on thought processes and identify room for improvement. Metacognition for better decisions - learn how you think and optimize your ways of thinking!

SindByte tool execution flow: voice command, AI parse, execute, validate, result

Why This Tool Stands Out

Technical Details

Parameters

ParameterTypeRequiredDescription
reasoning_processStringYesThe thought process or line of reasoning to analyze
focusStringNo"assumptions", "logic", "bias", "completeness" (default: comprehensive)
depthStringNo"surface", "moderate", "deep" (default: moderate)
alternativesBooleanNoSuggest alternative ways of thinking (default: true)

Request Example

{
  "tool": "MetaReason",
  "params": {
    "reasoning_process": "I chose option A because it is cheaper. Option B was more expensive, so I did not consider it any further.",
    "focus": "comprehensive",
    "depth": "deep",
    "alternatives": true
  }
}

Response Example

{
  "status": "success",
  "meta_analysis": {
    "thinking_process_review": {
      "identified_pattern": "Cost-First Decision Making",
      "pattern_description": "Primary decision is based exclusively on price",
      "strengths": ["Quick decision", "Clear metric"],
      "weaknesses": ["Other factors ignored", "Long-term costs not considered"]
    },
    "assumptions_questioned": [
      {
        "assumption": "Cheaper = better",
        "validity": "partially_valid",
        "critique": "Only valid for homogeneous products. Quality, support, scalability?"
      },
      {
        "assumption": "Option B is merely more expensive",
        "validity": "unverified",
        "critique": "Not verified: Was the added value of B analyzed?"
      }
    ],
    "biases_detected": [
      {
        "bias": "Anchoring Bias",
        "description": "First price (A) as an anchor for all further evaluations"
      },
      {
        "bias": "Omission Bias",
        "description": "Not choosing B perceived as 'no mistake'"
      }
    ],
    "alternative_approaches": [
      "Calculate total cost of ownership (TCO) over 3 years",
      "Weight qualitative factors: support, scalability, integration",
      "Run a pilot test with both options",
      "Gather stakeholder feedback on non-monetary aspects"
    ],
    "improved_reasoning": "A was preferred based on the initial cost difference. Recommended addition: 3-year TCO analysis including support, integration costs, and opportunity costs. Take qualitative factors into account with weighting.",
    "confidence_improvement": "+45% with a complete analysis"
  }
}

Example Usage

Illustrative HTTP pseudocode only: example.invalid is a placeholder, not a documented service endpoint. Do not send real credentials. Confirm the local MCP transport and tool schema for your installed version.

# MetaReason API call
import requests

response = requests.post(
    "https://api.example.invalid/iqtools/metareason",
    headers={"Authorization": "Bearer EXAMPLE_KEY_DO_NOT_USE"},
    json={
        "reasoning_process": "My reasoning for the strategy decision...",
        "focus": "bias",
        "depth": "deep",
        "alternatives": true
    }
)

result = response.json()
print(f"Detected biases: {result['meta_analysis']['biases_detected']}")

Typical Usage Examples

Perfect for

Time Savings Overview

No measured time-saving or performance figures are available here. Results depend on the task and environment.

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Use MetaReason for metacognition and optimize your thought processes.

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