idea-discovery

Automating a literature survey and novelty check involves running a multi-phase pipeline that surveys existing literature, generates new ideas, and validates their novelty. This workflow outputs a structured IDEA_REPORT.md containing critically reviewed and validated research proposals.

Turning a vague research direction into a concrete experiment plan requires an end-to-end idea discovery workflow. This process refines broad concepts through critical review and novelty validation, ultimately generating pilot-ready proposals and concrete experiment roadmaps.

Yes, you can generate a pilot plan and experiment roadmap after validating research ideas. The idea discovery pipeline enforces a multi-phase workflow that concludes with artifact generation, outputting refined proposals alongside concrete experiment roadmaps for immediate testing.

No specific dependencies or components are required to start the idea discovery workflow. The pipeline operates independently to process your broad research direction, requiring only your initial input to generate validated ideas and refined logs.

Automating end-to-end idea discovery generates structured artifacts like IDEA_REPORT.md and refine-logs. These files capture the comprehensive literature survey, novelty validation results, critical reviews, and the final pilot plans to support the research workflow.

Using a multi-phase pipeline for research ideation ensures that generated ideas are rigorously validated. By integrating literature surveying, novelty verification, and critical review, the workflow prevents redundant concepts and outputs a refined, actionable set of pilot plans.