problem-solution-fit

Problem-solution fit analysis evaluates whether a proposed solution effectively addresses a target problem using the Lean Startup PSF framework, Customer Forces Canvas, and DVF assessment. It delivers fit scorecards and pivot or persevere recommendations based on collected evidence.

You can test riskiest assumptions by identifying critical hypotheses and running targeted validation experiments. This Skill generates the top five experiment designs with specific success criteria to systematically devalidate risks and assess evidence quality.

Yes, you can provide a file path to a Value Proposition Canvas or Lean Canvas instead of manual text. The Skill extracts the problem and solution descriptions from these inputs to initiate the autonomous fit assessment.

You can visualize results using automatically generated Mermaid diagrams. The Skill produces these diagrams to map Customer Forces Canvas and validation flows, with optional PNG exports for sharing analysis outputs.

If input is missing or insufficient, the Skill enters an interview mode to gather necessary context. It also uses WebSearch and WebFetch to autonomously research external data and complete the problem-solution fit analysis.

Use the Evidence Quality Ladder when you have existing validation data and need to rigorously grade its strength. The Skill applies the Strategyzer ladder framework to assess provided evidence and calculate an overall problem-solution fit score.