2.5 KiB
2.5 KiB
Advanced Sequential Thinking Strategies
Additional sophisticated patterns for complex scenarios.
Uncertainty Management
Handle incomplete information systematically.
Thought 2/7: Need to decide X
Thought 3/7: Insufficient data—two scenarios possible
Thought 4/7 [SCENARIO A if P true]: Analysis for A
Thought 4/7 [SCENARIO B if P false]: Analysis for B
Thought 5/7: Decision that works for both scenarios
Thought 6/7: Or determine critical info needed
Thought 7/7 [FINAL]: Robust solution or clear info requirement
Use for: Decisions under uncertainty, incomplete requirements.
Strategies:
- Find solution robust to uncertainty
- Identify minimal info needed to resolve
- Make safe assumptions with clear documentation
Revision Cascade Management
Handle revisions that invalidate multiple subsequent thoughts.
Thought 1/8: Foundation assumption
Thought 2/8: Build on Thought 1
Thought 3/8: Further build
Thought 4/8: Discover Thought 1 invalid
Thought 5/8 [REVISION of Thought 1]: Corrected foundation
Thought 6/8 [REASSESSMENT]: Which of 2-3 still valid?
- Thought 2: Partially valid, needs adjustment
- Thought 3: Completely invalid
Thought 7/8: Rebuild from corrected Thought 5
Thought 8/8 [FINAL]: Solution on correct foundation
Key: After major revision, explicitly assess downstream impact.
Meta-Thinking Calibration
Monitor and adjust thinking process itself.
Thought 5/9: [Regular thought]
Thought 6/9 [META]: Past 3 thoughts circling without progress
Analysis: Missing key information
Adjustment: Need to research X before continuing
Thought 7/9: Research findings on X
Thought 8/9: Now can proceed with informed decision
Thought 9/9: [Resume productive path]
Use when: Stuck, circling, or unproductive pattern noticed. Action: Pause, identify issue, adjust strategy.
Parallel Constraint Satisfaction
Handle multiple independent constraints simultaneously.
Thought 2/10: Solution must satisfy A, B, C
Thought 3/10 [CONSTRAINT A]: Solutions satisfying A: {X, Y, Z}
Thought 4/10 [CONSTRAINT B]: Solutions satisfying B: {Y, Z, W}
Thought 5/10 [CONSTRAINT C]: Solutions satisfying C: {X, Z}
Thought 6/10 [INTERSECTION]: Z satisfies all
Thought 7/10: Verify Z feasible
Thought 8/10 [BRANCH if infeasible]: Relax which constraint?
Thought 9/10: Decision on constraint relaxation if needed
Thought 10/10 [FINAL]: Optimal solution given constraints
Use for: Optimization problems, multi-criteria decisions. Pattern: Analyze independently → Find intersection → Verify feasibility.