idea-discovery

An end-to-end idea discovery pipeline orchestrates literature mapping, idea generation, and novelty assessment to produce a ranked IDEA_REPORT.md with actionable next steps. By chaining these stages, it systematically moves from broad research directions to validated, pilot-tested proposals.

Checking research novelty within this pipeline involves running a novelty verification process against mapped literature to ensure originality. It integrates critical reviews and novelty assessments directly into the idea generation workflow to validate concepts before drafting proposals.

Iterative idea refinement is supported through compact mode and workflow integration, allowing progressive narrowing from broad topics to concrete proposals. The pipeline generates refine-logs to document improvements and critical reviews throughout the research planning stages.

The idea discovery workflow produces a ranked IDEA_REPORT.md and refine-logs to provide documented outputs suitable for pilot testing. These files contain actionable next steps and refined proposals, ensuring complex research planning scenarios yield fully documented results.

Automating a research pipeline across multiple domains relies on initial topic inputs and the depth of the literature survey. While it satisfies end-to-end workflow orchestration, the novelty checks and pilot testing stages may require manual critical review to ensure domain-specific validity.