novelty-matrix

name

novelty-matrix

description

Use when `paper-review` needs overlap/delta positioning against provided related work. **Trigger**: novelty matrix, prior-work matrix, overlap/delta, 相关工作对比, 新颖性矩阵. **Use when**: `paper-review` 中评估 novelty/positioning，需要把贡献与相关工作逐项对齐并写出差异点证据。 **Skip if**: 缺少 claims（先跑 `claims-extractor`）或你不打算做新颖性定位分析。 **Network**: none (retrieval of additional related work is out-of-scope unless provided). **Guardrail**: 明确 overlap 与 delta；尽量给出可追溯证据来源（来自稿件/引用/作者陈述）。

Novelty Matrix

Transforms a claim ledger plus related-work surface into a novelty positioning table for paper-review.

Input

Required:

• output/CLAIMS.md

Optional:

• manuscript reference list
• user-provided related work list

Output

• output/NOVELTY_MATRIX.md

Contract

Each matrix row must expose:

• claim
• closest related work
• overlap
• delta
• evidence note

Script boundary

scripts/run.py should:

• extract candidate related works from available sources
• generate stable overlap/delta rows
• write a table-shaped artifact

Keep matching heuristics and markdown rendering in shared tooling.

Acceptance

• output exists
• includes at least one row per claim
• if related works are unavailable, the artifact says so explicitly

Non-goals

• final novelty judgment prose
• retrieval of a new literature corpus