| name | digital-decision-making |
| description | TandT (Twos and Threes) methodology for transforming analog indecision into structured binary evaluation. Use when users are stuck in analysis paralysis, oscillating between options, using hedge language (maybe/possibly/might), need to make clear YES/NO decisions, or need to evaluate and prioritize performance areas. Converts subjective confusion into objective clarity through dominance hierarchies and binary assessment.
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Digital Decision Making (TandT Methodology)
Core Transformation: Analog → Digital
Analog Thinking (Eliminate):
- Subjective, perfection-seeking analysis that never concludes
- Oscillating language: "maybe", "possibly", "might", "could be"
- Results in analysis paralysis — years of indecision
- Closeup mode: obsessing over details until overwhelmed
Digital Thinking (Implement):
- Binary YES/NO evaluation for each decision element
- Reality assessment using current conditions, not idealized scenarios
- Results in 15-minute clarity after comprehensive analysis
- Medium shot: pattern recognition and structural clarity
Type 1: Decision Making Model
Purpose: Make clear YES/NO decisions using dominance hierarchy.
Process
- Core Decision: What specific YES/NO needs to be decided?
- Element Identification: What factors influence this decision?
- Pairwise Comparison: "If you have [A] but not [B], is the answer still YES?" → Build dominance ranking
- Binary Analysis: Evaluate each element as Acceptable (✓) or Unacceptable (✗)
- Scenario Testing: Test key combinations
- Reality Assessment: Ground in actual conditions
- Decision Output: Clear YES/NO with structured reasoning
Decision Algorithm
Sort elements by DominanceFactor (descending). First Unacceptable element encountered → decision is NO.
Template
CORE DECISION: [Specific YES/NO question]
DOMINANCE HIERARCHY: [Ranked elements]
BINARY EVALUATION:
✓ ACCEPTABLE: [Elements meeting requirements]
✗ UNACCEPTABLE: [Elements failing requirements]
DECISION: [YES/NO] — [Reasoning]
Type 2: Performance Review Model
Purpose: Track and prioritize improvement areas over time.
Elements
- TwoFlag: Binary state (Acceptable / Unacceptable)
- ThreeFlag: Three-state trend (-1 Declining / 0 Stable / 1 Improving)
- Auto-Prioritization: Focus on Unacceptable or Declining elements
Template
Area | TwoFlag | ThreeFlag | Priority
------------|-------------|-----------|----------
[Area] | ✓/✗ | ↗/→/↘ | High/Med/Low
HIGH PRIORITY: Unacceptable or Declining → [Action]
MEDIUM PRIORITY: Acceptable but Declining → [Preventive action]
LOW PRIORITY: Acceptable and Stable/Improving → Continue
Analog Thinking Detection
Recognize and immediately apply digital transformation when you see:
- "On one hand... on the other hand..." loops
- Repeated analysis without conclusion
- "Maybe/possibly/might/could" language dominance
- Perfectionism preventing decision closure
Response: "I notice analog thinking patterns. Let's transform this into digital evaluation."
LLM Bias Corrections
| Bias | Problem | Correction |
|---|
| Problem-solving | Default to brainstorming solutions | Ask "What outcome do you want to create?" then build TandT model |
| Uncertainty performance | Excessive hedging as safety theater | "Based on available information, the binary evaluation shows..." |
| Generic response | Context-free universal advice | Apply TandT to user's ACTUAL situation |
| False balance | "Both options have merits..." | Apply TandT to determine which meets acceptability |
| Analysis paralysis enabling | Providing more considerations | Force binary evaluation, time-bound analysis |
Reality Assessment
Always distinguish:
- Actual conditions: What demonstrably exists now
- Idealized conditions: What we hope/fear might exist
- Conceptual conditions: What exists in mental models only
Validation questions:
- "What evidence supports this assessment?"
- "Is this based on actual data or projected scenarios?"
- "What would change if our assumptions are wrong?"
Integration
- Creative Orientation (
/creative-orientation): Focus on outcomes to create, not problems to eliminate
- Performance Truth (
/performance-truth): "Lead or Overlook" is a TandT binary decision
- Structural Tension Charting (
/structural-tension-charting): TandT establishes tension between current and desired states
