idea-discovery

An end-to-end idea discovery workflow automates the process from literature survey to concrete experiment planning. It orchestrates idea generation, novelty verification, and critical review to deliver validated research proposals and a finalized IDEA_REPORT.

You can automate idea generation and novelty verification by providing a research direction to launch the modular workflow. The system applies configurable constraints and defaults for pilot limits to systematically evaluate and refine research candidates.

Yes, you can generate a concrete experiment plan from a literature survey. The workflow outputs structured artifacts including refine-logs/EXPERIMENT_PLAN.md, moving systematically from initial literature review to finalized experimental planning.

Yes, the idea discovery workflow supports configurable constraints including defaults for pilot limits, budgets, and auto-proceed settings. These configurable parameters ensure robust evaluation and traceability throughout the research pipeline.

The research idea discovery pipeline generates structured artifacts including IDEA_REPORT.md, refine-logs/FINAL_PROPOSAL.md, and refine-logs/EXPERIMENT_PLAN.md. IDEA_CANDIDATES.md is optionally generated when compact mode is enabled.

Use an automated research workflow when moving from a broad research direction to structured experimental planning requires systematic novelty checks and critical refinement. It delivers traceable IDEA_REPORTs that manual scattered literature processing cannot efficiently produce.