| name | rag-research-template |
| description | Advanced RAG-style research schema with literature-grounded fields. Use when RefineIdea for hardware-aware or citation-heavy proposals. |
RAG Research Template
Advanced research template for literature-grounded idea refinement. Use when the research requires explicit citation of sources (e.g. gap, innovation) or hardware/feasibility constraints.
Schema Fields (use as needed)
| Field | Description |
|---|
| title | Concise research title |
| gap | Research gap and limitations (use [Source ID: X] when citing papers) |
| hypothesis | Core hypothesis or claim |
| innovation | Key innovation points (use [Source ID: X] for citations) |
| topology | Model or system topology / flow |
| components | Key components (list) |
| success_metric | Quantifiable metrics |
| deliverable | Expected deliverable output |
| baselines | Comparison baselines |
| cited_source_ids | Indices of cited papers (0-based) |
| ai_evaluation | Optional self-assessment: scores (novelty, feasibility, research_value, writing), feedback |
When to Use
- Hardware-constrained research (VRAM, compute)
- Proposals requiring explicit literature citations
- DARPA-style or grant-style structured output
Output whatever structure best captures the idea. Quality matters; schema is flexible.
