advanced_reasoning
Enhance complex reasoning with meta-cognitive assessment, hypothesis testing, and graph-based memory. Track confidence, validate evidence, and manage session context for systematic problem-solving and decision-making.
Instructions
Advanced cognitive reasoning tool that builds on sequential thinking with meta-cognition, hypothesis testing, and integrated memory.
Key Features:
Meta-cognitive assessment and confidence tracking
Hypothesis formulation and testing capabilities
Integrated graph-based memory system
Dynamic reasoning quality evaluation
Session-based context management
Evidence tracking and validation
Enhanced Parameters:
thought: Your reasoning step (required)
thoughtNumber/totalThoughts: Sequential tracking (required)
nextThoughtNeeded: Continue flag (required)
confidence: Self-assessment 0.0-1.0 (default: 0.5)
reasoning_quality: 'low'|'medium'|'high' (default: 'medium')
meta_thought: Reflection on your reasoning process
hypothesis: Current working hypothesis
test_plan: How to validate the hypothesis
test_result: Outcome of testing
evidence: Supporting/contradicting evidence
session_id: Link to reasoning session
goal: Overall objective
progress: 0.0-1.0 completion estimate
Branching (inherited from sequential thinking):
isRevision/revisesThought: Revise previous thoughts
branchFromThought/branchId: Explore alternatives
Use this tool for complex reasoning that benefits from:
Self-reflection and confidence tracking
Systematic hypothesis development
Memory of previous insights
Quality assessment of reasoning
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| branchFromThought | No | Branching point thought number | |
| branchId | No | Branch identifier | |
| builds_on | No | Previous thoughts this builds on | |
| challenges | No | Ideas this challenges or contradicts | |
| confidence | No | Confidence in this reasoning step (0.0-1.0) | |
| evidence | No | Evidence for/against hypothesis | |
| goal | No | Overall goal or objective | |
| hypothesis | No | Current working hypothesis | |
| isRevision | No | Whether this revises previous thinking | |
| meta_thought | No | Meta-cognitive reflection on your reasoning process | |
| needsMoreThoughts | No | If more thoughts are needed | |
| nextThoughtNeeded | Yes | Whether another thought step is needed | |
| progress | No | Progress toward goal (0.0-1.0) | |
| reasoning_quality | No | Assessment of reasoning quality | |
| revisesThought | No | Which thought is being reconsidered | |
| session_id | No | Reasoning session identifier | |
| test_plan | No | Plan for testing the hypothesis | |
| test_result | No | Result of hypothesis testing | |
| thought | Yes | Your current reasoning step | |
| thoughtNumber | Yes | Current thought number | |
| totalThoughts | Yes | Estimated total thoughts needed |