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novelty-matrix

novelty-matrix

github.com/willoscarProductivity51751 installsUpdated 3w ago
Repository

About novelty-matrix

Novelty Matrix creates a claim-by-claim positioning table for paper reviews, matching manuscript claims with related work and recording overlap, differences, and supporting evidence. It uses available references rather than retrieving a new literature corpus.

Key features

  1. 01Builds a claim-to-work comparison table
  2. 02Records overlap and contribution differences
  3. 03Includes evidence notes for each row
  4. 04Exports Markdown and TSV

Use cases

  1. 01Assessing novelty during paper review
  2. 02Comparing claims with supplied related work

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/willoscar/research-units-pipeline-skills --skill novelty-matrix

After installing, type/novelty-matrixin Claude Code to confirm it loaded.

Bundled filesscripts/run.py

Details

From the project README

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

Comments

Markdown supported