How does it handle missing citations?

The skill includes a guardrail that requires all cited keys to be present in the citations/ref.bib file; missing keys will trigger a validation issue.

When should I skip using this skill?

You should skip this skill if your claim_evidence_matrix.md is already refined and consistent with your existing evidence packs.

Does this skill generate the final report text?

No, it specifically avoids prose. It is designed to create a bulleted index of evidence that guides the writing process without 'inventing' facts or filler text.

What is the primary purpose of the Claim Matrix Rewriter?

It transforms raw research evidence and subsection briefs into a structured matrix of claims and citations to serve as a navigation layer for writing.

Claim Matrix Rewriter

Name: Claim Matrix Rewriter
Author: WILLOSCAR

byWILLOSCAR

•

コンテンツ管理

Transforms research evidence and subsection briefs into a structured, prose-free claim-evidence matrix for research documentation.

The Claim Matrix Rewriter is an evidence-first tool designed for research pipelines that ensures technical writing remains grounded in verified data. By projecting claims directly from evidence drafts rather than placeholders, it creates a stable navigation and indexing layer for quality assurance and final writing phases. It strictly enforces a no-prose policy and validates all citations against BibTeX files, preventing 'hollow writing' by ensuring every claim is backed by verifiable artifacts and consistent markers.

主な機能

01Automated generation of claim-evidence indices from structured JSONL drafts

02Provisional claim flagging for abstract-only or title-only evidence

03Legacy format preservation for downstream QA compatibility

04Strict 'No Prose' enforcement to maintain a clean navigation layer

05Mandatory citation validation against ref.bib repositories

0689 GitHub stars

ユースケース

01Building the structural backbone of scientific papers or technical reports

02Generating high-level documentation indices for complex research pipelines

03Ensuring research integrity by mapping every claim to specific BibTeX keys

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add willoscar/research-units-pipeline-skills claim-matrix-rewriter

For use in Claude.ai and ChatGPT

Download Skill