| name | novelty-analysis |
| description | Skeptical novelty and collision analysis for Idea2Repo. Use when comparing an idea against verified related work, writing novelty_gap_matrix.md, or assessing collision risk. |
Novelty Analysis
Compare the idea against verified related work after paper reading.
Workflow
- Use only evidence rows with page, quote, and chunk id.
- Compare problem formulation, setting, method, data, evaluation, theory, and empirical findings.
- Treat vague integration differences as high collision risk.
- Write
docs/relative_work/novelty_gap_matrix.md and collision_risk.md.
Guardrails
- If verified evidence is missing, mark novelty blocked or unknown.
- If prior work solves the core problem, propose a narrower defensible gap.
- Do not reward novelty claims based only on user intent or candidate abstracts.