novelty-matrix

Name: novelty-matrix
Author: WILLOSCAR

489stars39forks

How to install novelty-matrix?

willoscar/research-units-pipeline-skills/novelty-matrix

$npx -y skills add WILLOSCAR/research-units-pipeline-skills --skill novelty-matrix

Installs into the current project.

Summary

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。

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SKILL.md

1	# Novelty Matrix
2
3	Transforms a claim ledger plus related-work surface into a novelty positioning table for `paper-review`.
4
5	## Input
6
7	Required:
8	- `output/CLAIMS.md`
9
10	Optional:
11	- manuscript reference list
12	- user-provided related work list
13
14	## Output
15
16	- `output/NOVELTY_MATRIX.md`
17	- `output/NOVELTY_MATRIX.tsv` (`review-novelty-row.v1`)
18
19	## Contract
20
21	Each matrix row must expose:
22	- claim
23	- closest related work
24	- overlap
25	- delta
26	- evidence note
27
28	## Script boundary
29
30	`scripts/run.py` should:
31	- extract candidate related works from available sources
32	- generate stable overlap/delta rows
33	- write a table-shaped artifact
34
35	Keep matching heuristics and markdown rendering in shared tooling.
36
37	## Acceptance
38
39	- output exists
40	- includes at least one row per claim
41	- includes at least five unique related works across the matrix
42	- if fewer than five related works are available, preserve that limitation in the artifact and block Completion so the user can provide a reference surface
43	- TSV rows preserve `claim_id`, overlap, delta, and evidence as separate fields
44
45	## Non-goals
46
47	- final novelty judgment prose
48	- retrieval of a new literature corpus

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novelty-matrix

489stars39forks

View on GitHub

How to install novelty-matrix?

willoscar/research-units-pipeline-skills/novelty-matrix

$npx -y skills add WILLOSCAR/research-units-pipeline-skills --skill novelty-matrix

Installs into the current project.

Summary

Files · 1

View on GitHub

SKILL.md

1	# Novelty Matrix
2
3	Transforms a claim ledger plus related-work surface into a novelty positioning table for `paper-review`.
4
5	## Input
6
7	Required:
8	- `output/CLAIMS.md`
9
10	Optional:
11	- manuscript reference list
12	- user-provided related work list
13
14	## Output
15
16	- `output/NOVELTY_MATRIX.md`
17	- `output/NOVELTY_MATRIX.tsv` (`review-novelty-row.v1`)
18
19	## Contract
20
21	Each matrix row must expose:
22	- claim
23	- closest related work
24	- overlap
25	- delta
26	- evidence note
27
28	## Script boundary
29
30	`scripts/run.py` should:
31	- extract candidate related works from available sources
32	- generate stable overlap/delta rows
33	- write a table-shaped artifact
34
35	Keep matching heuristics and markdown rendering in shared tooling.
36
37	## Acceptance
38
39	- output exists
40	- includes at least one row per claim
41	- includes at least five unique related works across the matrix
42	- if fewer than five related works are available, preserve that limitation in the artifact and block Completion so the user can provide a reference surface
43	- TSV rows preserve `claim_id`, overlap, delta, and evidence as separate fields
44
45	## Non-goals
46
47	- final novelty judgment prose
48	- retrieval of a new literature corpus

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6 picks

Type