Skip to content
Back to skills

Novelty Matrix

ASecurity

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

  • 512 stars
  • 0 votes
  • 0 copies
  • 5 views
  • Added February 8, 2026
developmentgo

Security analysis

A100/100

Scanned September 20, 2026

npx -y skills add WILLOSCAR/research-units-pipeline-skills --skill novelty-matrix --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Novelty Matrix?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for Novelty Matrix
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/willoscar-novelty-matrix/badge)](https://www.skillsdirectory.com/skills/willoscar-novelty-matrix)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
---
name: novelty-matrix
description: "Use when `paper-review` needs overlap/delta positioning against provided related work."
---

# 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

Attribution

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments

Loading comments…

Newsletter

Get the weekly list of safe new skills, and the ones we pulled.