refining-hypothesis

To refine a research hypothesis, you need a defined hypothesis file and problem context. The skill conducts targeted literature research to surface supporting evidence and counterexamples, then appends a bibliography and refined statement to the file.

Finding counterexamples to validate a scientific hypothesis involves multi-angle literature search. The skill generates targeted searches within a problem directory to surface contradictory sources and highlight them for robust claims.

Automating bibliography assembly during hypothesis generation uses parallel task orchestration. The skill coordinates parallel searches within a problem directory to assemble a coherent bibliography and update the hypothesis with found sources.

Yes, you can use this literature research tool for iterative refinement cycles across scientific domains. It is suitable for hypothesis generation workflows, iterative refinement, and research planning, ensuring reproducible reasoning.

Yes, you need a defined hypothesis file and a problem context to start literature research. The workflow requires these inputs to append a Literature section and a Refined Statement, ensuring reproducible reasoning.