idea-discovery

Automate idea discovery by orchestrating a workflow that integrates literature survey, idea generation, novelty verification, and proposal refinement into a structured pipeline. This produces ranked research directions and ready-to-act plans with automated iterative checks across multiple phases.

Yes, you can set constraints such as scope, budget, and timelines. The workflow uses these parameters to guide literature mapping, idea generation, and proposal refinement, ensuring the experiment planning and generated reports align with your project limitations.

Generate a structured literature survey and proposal by running the end-to-end idea-discovery pipeline. It automatically maps relevant literature, verifies novelty, and refines proposals, outputting a comprehensive IDEA_REPORT.md with ranked ideas and experiment plans.

Yes, the workflow is applicable to both academic and applied research contexts. It supports teams exploring new topics by validating directions and planning experiments, generating structured deliverables suitable for comprehensive pipeline management across various research environments.

Novelty checks work by running automated iterative evaluations across multiple phases of the pipeline. During idea generation, the workflow verifies generated concepts against the mapped literature survey to ensure proposed research directions are original before refining them into final proposals.