windags-sensemaker

Problem classification categorizes a raw problem as well-structured, ill-structured, or wicked. It evaluates clarity, feasibility, and coherence to produce validity scores and a halt readiness mechanism for ill-defined inputs.

Problem decomposition and validity assessment evaluate clarity, feasibility, and coherence to compute an overall planning budget. This process prevents downstream execution failures by halting ambiguous inputs and emitting clarifying questions.

Extract principal parts like unknowns and conditions by processing problem descriptions through a classification pipeline. This identifies the unknown, data, conditions, and output type required for precise downstream execution planning.

You need a halt-gate mechanism for problem analysis pipelines when validity assessment detects insufficient clarity, feasibility, or coherence. It halts downstream processing and generates clarifying questions to refine the raw problem input.

Domain routing works with problem classification by assigning primary and secondary domains to a parsed problem. It generates routing recommendations and meta-skill suggestions to direct the payload to the correct downstream processing path.