AI Skill Report Card

Analyzing Recursive Reasoning

B+78·Jan 16, 2026
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

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

  1. Baseline Establishment

    • Record initial cognitive state
    • Document assumptions and biases
    • Note emotional or intuitive responses
  2. Recursive Descent

    • Apply reasoning to the reasoning process
    • Question each questioning step
    • Track recursion depth and complexity
  3. Loop Detection

    • Identify circular patterns
    • Map feedback mechanisms
    • Detect infinite recursion risks
  4. 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

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
  • 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
  • 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
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Grade B+AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
11/15
Workflow
11/15
Examples
15/20
Completeness
15/20
Format
11/15
Conciseness
11/15