rw-claim-audit

Original：🇨🇳 Chinese

Translated

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Verify one by one whether factual claims in papers, reports, or research notes are supported by the original text of specified sources, and save the claim location, source pointer, original text position, verdict, and block status. Use when the user asks for "check if the citation supports this sentence", "perform a claim-to-source audit", "verify figures, trends, or causal statements", "check claims before submission", or requests the rw-claim-audit workflow.

3installs

Sourcerolandwonglonam/rw-research-skill

Added on2026-07-20

NPX Install

npx skill4agent add rolandwonglonam/rw-research-skill rw-claim-audit

SKILL.md Content (Chinese)

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RW Claim Audit

Check whether sources support specific claims. The existence of citations, correct formatting, and support for claims are three separate issues.

Initiation

Read

references/method.md

and

references/verdicts.md

.

Confirm the manuscript version, allowed sources, and full-text accessibility.

Create a record using

assets/claim-audit-template.json

, or run

scripts/claim_audit.py init

.

Return to the original sources one by one, and save the source pointer and the location of pages, paragraphs, tables, figures, or supplementary materials.
Run
```
validate
```
,
```
summary
```
, and
```
gate
```
.
Read
```
references/acceptance.md
```
before delivery.

Work Stages

Extract claims related to figures, categories, trends, comparisons, causality, methods, and author interpretations.
Record the manuscript location and claim scope for each claim.
Locate the corresponding position in the cited source; mark the access boundary if only the abstract is available.
Compare populations, time periods, variables, directions, values, and uncertainties.
Provide a verdict and explain how discrepancies would alter the conclusion.
Narrow down, delete, or replace sources for blocked items, then re-verify.

Commands

bash

python3 scripts/claim_audit.py init claim-audit.json --document-id DOC-001 --document-path manuscript.md
python3 scripts/claim_audit.py add-claim claim-audit.json --id CLM-001 --text "Claim text" --location "Results, paragraph 3" --claim-type quantitative
python3 scripts/claim_audit.py set-verdict claim-audit.json --claim-id CLM-001 --verdict VERIFIED --source-id SRC-001 --source-pointer paper.pdf --locator "p. 4, Results" --support-note "人群、数字和时间点一致"
python3 scripts/claim_audit.py validate claim-audit.json
python3 scripts/claim_audit.py summary claim-audit.json
python3 scripts/claim_audit.py gate claim-audit.json

gate

: Returns 0 for PASS, 1 for REVIEW, and 2 for BLOCK.

Operating Rules

The existence of a DOI or literature only proves the existence of the source.
```
VERIFIED
```
must include a specific locator and supporting explanation.
Narrow down the sentence if the scope of source support is smaller than the sentence scope.
Abstracts cannot support details not reported in the abstract.
Verify author interpretations, measured results, and current inferences separately.
For figures, simultaneously check the denominator, unit, time point, population, and analysis set.
Causal wording must match the design and source wording.
Use
```
UNVERIFIABLE_ACCESS
```
when full text is unavailable; do not mark it as
```
VERIFIED
```
.
Do not automatically modify the manuscript; first output the verification results and repair actions.

Output

Claim Audit JSON.
Verdict count and PASS/REVIEW/BLOCK status.
Manuscript location, source location, discrepancies, and repair actions for each issue.

Stop Conditions

Do not start batch verification if there is no manuscript version or claim location.
Do not mark as
```
VERIFIED
```
if the original source cannot be found.
Keep the status as BLOCK if
```
DISTORTED
```
or
```
UNSUPPORTED
```
items are unresolved.

Follow-up

Extract original text:
```
rw-paper-extractor
```
.
Revise paper:
```
rw-phd-write
```
.
Verify citation identity and format:
```
rw-citation-audit
```
.
Review conclusions:
```
rw-research-referee
```
.
Partial revision:
```
rw-revision-patch
```
.