evidence-auditor

Name: evidence-auditor
Author: WILLOSCAR

489stars39forks

How to install evidence-auditor?

willoscar/research-units-pipeline-skills/evidence-auditor

$npx -y skills add WILLOSCAR/research-units-pipeline-skills --skill evidence-auditor

Installs into the current project.

Summary

Use when paper-review needs a claim-by-claim evidence gap report grounded in an extracted claim ledger. Trigger: evidence audit, missing evidence, unsupported claims, 审稿证据审计, 证据缺口. Use when: paper-review 流程中，需要逐条检查 claim 的证据链、缺 baseline、评测薄弱点。 Skip if: 缺少 claims 输

Files · 1

View on GitHub

SKILL.md

1	# Evidence Auditor
2
3	Transforms a claim ledger into a gap report for `paper-review`.
4
5	## Input
6
7	- `output/CLAIMS.md`
8
9	## Output
10
11	- `output/MISSING_EVIDENCE.md`
12	- `output/EVIDENCE_AUDIT.jsonl` (`review-evidence-gap.v1`)
13
14	## Contract
15
16	Each gap block should include:
17	- claim reference
18	- what evidence is already present
19	- what is missing or weak
20	- minimal fix
21	- severity
22
23	Each JSONL record must retain `claim_id` and a stable `gap_id` so the final
24	review can cite the exact failure rather than paraphrasing an unlocated concern.
25
26	## Script boundary
27
28	`scripts/run.py` should:
29	- iterate existing claims only
30	- classify the likely evidence risk
31	- write actionable, bounded gap items
32
33	It should not invent new claims or rewrite the manuscript.
34
35	## Acceptance
36
37	- every claim has a corresponding evidence note or gap item
38	- minimal fixes are actionable and concrete
39	- structured records join back to every `claim_id`
40
41	## Non-goals
42
43	- manuscript rewriting
44	- novelty assessment
45	- recommendation writing

People who liked this also viewed

6 picks

Type

evidence-auditor

489stars39forks

View on GitHub

How to install evidence-auditor?

willoscar/research-units-pipeline-skills/evidence-auditor

$npx -y skills add WILLOSCAR/research-units-pipeline-skills --skill evidence-auditor

Installs into the current project.

Summary

Files · 1

View on GitHub

SKILL.md

1	# Evidence Auditor
2
3	Transforms a claim ledger into a gap report for `paper-review`.
4
5	## Input
6
7	- `output/CLAIMS.md`
8
9	## Output
10
11	- `output/MISSING_EVIDENCE.md`
12	- `output/EVIDENCE_AUDIT.jsonl` (`review-evidence-gap.v1`)
13
14	## Contract
15
16	Each gap block should include:
17	- claim reference
18	- what evidence is already present
19	- what is missing or weak
20	- minimal fix
21	- severity
22
23	Each JSONL record must retain `claim_id` and a stable `gap_id` so the final
24	review can cite the exact failure rather than paraphrasing an unlocated concern.
25
26	## Script boundary
27
28	`scripts/run.py` should:
29	- iterate existing claims only
30	- classify the likely evidence risk
31	- write actionable, bounded gap items
32
33	It should not invent new claims or rewrite the manuscript.
34
35	## Acceptance
36
37	- every claim has a corresponding evidence note or gap item
38	- minimal fixes are actionable and concrete
39	- structured records join back to every `claim_id`
40
41	## Non-goals
42
43	- manuscript rewriting
44	- novelty assessment
45	- recommendation writing

People who liked this also viewed

6 picks

Type