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novelty-matrix

Use when `paper-review` needs overlap/delta positioning against provided related work.

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WILLOSCAR/research-units-pipeline-skills

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包含的文件（2）

SKILL.md1.5 KB
scripts/run.py4.2 KB

SKILL.md（原文）

安装前可以查看交给 AI 代理的指令内容。

Novelty Matrix

Triggers & routing

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。

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
output/NOVELTY_MATRIX.tsv (review-novelty-row.v1)

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
includes at least three unique related works across the matrix
if fewer than three related works are available, preserve that limitation in the artifact and block Completion so the user can provide a reference surface
TSV rows preserve claim_id, overlap, delta, and evidence as separate fields

Non-goals

final novelty judgment prose
retrieval of a new literature corpus

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_template_reference_first

免费

Internal template for creating or refactoring a skill into the repository's reference-first shape. **Trigger**: reference-first template, blueprint skill, create a reusable skill, refactor a script-heavy skill. **Use when**: you need a lean `SKILL.md`, explicit `references/`, machine-readable `assets/`, and a minimal deterministic `run.py`.

中文简介正在准备中。当前显示原文说明。