idea-discovery

An end-to-end idea discovery pipeline automates literature review and idea generation by orchestrating survey, novelty checks, and critical review. It transforms a fuzzy topic into a structured IDEA_REPORT.md containing validated, pilot-tested concepts.

The best way to turn a fuzzy topic into a validated experiment plan is using a structured multi-phase research pipeline. It guides discovery, evaluation, and experimentation, ultimately producing a ranked set of concrete ideas and a concrete pilot planning blueprint.

Yes, the idea discovery pipeline supports idea generation without reference papers. It accepts optional reference documents and can guide discovery, evaluation, and experimentation directly from an ambiguous topic description to produce validated proposals.

Yes, the idea discovery workflow provides traceable logs for research audits. It enforces a structured multi-phase workflow that outputs refine-logs and an IDEA_REPORT.md, ensuring full traceability and documentation for future proposal reviews.

To run a novelty check and critical review on generated research ideas, orchestrate an idea discovery pipeline. It interfaces with sub-skills for novelty checking and critical review, systematically refining concepts before outputting a final IDEA_REPORT.md.

You should not use an automated research pipeline for idea discovery if your project requires non-structured, freeform ideation outside a multi-phase workflow. The pipeline enforces a structured progression from literature review to pilot planning, which may constrain purely exploratory brainstorming.