idea-discovery

You can automate the end-to-end research pipeline by orchestrating literature survey, ideation, novelty checks, and refinement into a single phase-driven workflow. This generates a structured IDEA_REPORT.md and prioritized experimental plan with recommended next steps.

Structuring a new research direction requires a phase-driven workflow enforcing checkpoints and pilot budgets. It progresses through literature survey, ideation, novelty verification, and refinement to produce a prioritized experimental plan and output artifacts.

Novelty verification operates as a phased checkpoint within the idea discovery pipeline. It evaluates generated ideas against existing literature surveys to ensure uniqueness before advancing to pilot planning and proposal generation.

Yes, the idea discovery workflow is explicitly applicable to zero-to-pilot workflows. It enforces pilot constraints and budgets across phased checkpoints to guide execution from initial research prompt to validated pilot testing.

No dependencies are required to run the end-to-end idea discovery workflow. You simply provide a research direction and initiate the phases to produce output artifacts like IDEA_REPORT.md and refine logs.

The automated workflow enforces strict pilot constraints and phased checkpoints, meaning it prioritizes rapid validation and structured refinement over unstructured exploration, requiring defined research prompts to generate effective proposals.