AI Lab Problem Solver Clarify complexity
Five guided stages Local session history

Define the scenario

Frame the situation once, then make an explicit choice at every stage from problem statement to action plan.

Step 1. Scenario Input

Describe the situation or challenge. Keep context practical and specific.

This draft stays local in your browser until you explicitly run a step.

Framework Details

Method Highlights

This app stays intentionally sequential to reduce wasted generations and keep decisions explicit.

View Full Method Breakdown

Problem Decomposition

Generate explicit candidate problems from rough scenarios before committing to analysis.

Multiple Strategies

Evaluate solution options with practical tradeoffs so selection stays grounded.

Reasoning Visibility

Expose intermediate analysis output so users can validate assumptions before moving on.

Structured Validation

Stress-check final direction with criteria and risks before execution.

Reusable Patterns

Preserve useful approaches by keeping repeatable structures in each generated plan.

Uses automatic free-model routing and explicit click-to-continue controls at every stage.