AI-generated recommendations and examples are illustrative, not verified measurements. Accuracy, model availability, benchmark freshness, cost savings and improved results are not guaranteed. Verify outputs independently before relying on them.
MetaReason
Metacognitive Reflection
Reflect on thought processes and identify room for improvement. Metacognition for better decisions - learn how you think and optimize your ways of thinking!
Why This Tool Stands Out
- Thinking Pattern Analysis Your ways of thinking are analyzed and made visible - awareness of cognitive processes!
- Blind Spot Detection Unconscious reasoning errors and biases are uncovered - avoid cognitive pitfalls!
- Alternative Generation Other ways of thinking are suggested - discover creative paths to solutions!
- Continuous Learning Every reflection improves the quality of your thinking - growing intelligence through metacognition!
Technical Details
Parameters
| Parameter | Type | Required | Description |
|---|---|---|---|
reasoning_process | String | Yes | The thought process or line of reasoning to analyze |
focus | String | No | "assumptions", "logic", "bias", "completeness" (default: comprehensive) |
depth | String | No | "surface", "moderate", "deep" (default: moderate) |
alternatives | Boolean | No | Suggest 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
Decision Review
"Analyze my decision-making process for hidden assumptions"
Reasoning Check
"Check the logic of my reasoning"
Bias Detection
"Which cognitive biases are influencing my thinking?"
Change of Perspective
"Show alternative ways of thinking about this problem"
Perfect for
- Decision-Makers Quality review
- Strategists Thinking pattern analysis
- Researchers Method reflection
Time Savings Overview
No measured time-saving or performance figures are available here. Results depend on the task and environment.
Related Tools
The Thinking Behind the Thinking?
Use MetaReason for metacognition and optimize your thought processes.
Download Now