AI Skill Report Card
Analyzing Recursive Reasoning
Quick Start
Level 1: What am I thinking about?
Level 2: How am I thinking about what I'm thinking about?
Level 3: Why am I thinking about how I'm thinking about what I'm thinking about?
Level 4: What patterns emerge in this recursive examination?
Recommendation▾
Add concrete input/output examples showing the actual recursive thought patterns mapped out step-by-step, not just the outcomes
Workflow
Core Recursive Analysis Loop
Progress:
- Initial State Capture: Document the starting thought or problem
- First-Order Reflection: Examine the reasoning process itself
- Second-Order Reflection: Analyze the analysis process
- Pattern Detection: Identify recursive loops and feedback cycles
- Meta-Pattern Recognition: Find patterns in the pattern-finding process
- Termination Criteria: Define when the recursion should stop
- Synthesis: Extract insights from the recursive exploration
Detailed Steps
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Baseline Establishment
- Record initial cognitive state
- Document assumptions and biases
- Note emotional or intuitive responses
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Recursive Descent
- Apply reasoning to the reasoning process
- Question each questioning step
- Track recursion depth and complexity
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Loop Detection
- Identify circular patterns
- Map feedback mechanisms
- Detect infinite recursion risks
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Emergence Analysis
- Look for insights that only appear through recursion
- Find properties that emerge from self-reference
- Document cognitive phase transitions
Recommendation▾
Include specific termination criteria or stopping rules beyond just 'set recursion limits' - provide exact decision points
Examples
Example 1: Debugging Decision Paralysis Input: "I can't decide what to work on because I keep thinking about how I'm thinking about deciding." Output:
- Level 1: Choice between projects A, B, C
- Level 2: Anxiety about decision-making process
- Level 3: Meta-anxiety about having anxiety about decisions
- Level 4: Recognition of recursive avoidance pattern
- Solution: Set decision timer to break the loop
Example 2: Creative Block Analysis Input: "I'm stuck because I'm worried my idea isn't creative enough." Output:
- Level 1: Evaluating idea quality
- Level 2: Fear of judgment affecting evaluation
- Level 3: Self-censorship preventing authentic assessment
- Level 4: Paradox - trying to force creativity kills creativity
- Insight: Permission to create badly enables breakthrough
Recommendation▾
Expand the workflow with decision trees or flowcharts showing when to apply each type of recursive analysis
Best Practices
- Set Recursion Limits: Define maximum depth (typically 3-5 levels)
- Use External Anchors: Return to concrete reality regularly
- Document State Changes: Track how each recursive level changes understanding
- Embrace Paradox: Don't resolve contradictions immediately
- Time-box Sessions: Prevent analysis paralysis through infinite recursion
Common Pitfalls
- Infinite Loops: Getting trapped in circular thinking without progress
- Depth Without Breadth: Going too deep on one thread while missing others
- Meta-Meta Trap: Adding recursion levels without adding value
- Paralysis by Analysis: Using recursion to avoid action
- Losing the Original Question: Forgetting what started the recursive process