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

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Content Management

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

About

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.

Key Features

Automated generation of claim-evidence indices from structured JSONL drafts
Provisional claim flagging for abstract-only or title-only evidence
Legacy format preservation for downstream QA compatibility
Strict 'No Prose' enforcement to maintain a clean navigation layer
Mandatory citation validation against ref.bib repositories
89 GitHub stars

Use Cases

Building the structural backbone of scientific papers or technical reports
Generating high-level documentation indices for complex research pipelines
Ensuring research integrity by mapping every claim to specific BibTeX keys

About

Key Features

Automated generation of claim-evidence indices from structured JSONL drafts
Provisional claim flagging for abstract-only or title-only evidence
Legacy format preservation for downstream QA compatibility
Strict 'No Prose' enforcement to maintain a clean navigation layer
Mandatory citation validation against ref.bib repositories
89 GitHub stars

Use Cases

Building the structural backbone of scientific papers or technical reports
Generating high-level documentation indices for complex research pipelines
Ensuring research integrity by mapping every claim to specific BibTeX keys