claim-matrix-rewriter

Rewrite claim-evidence matrices from evidence drafts and subsection briefs.

497|38|Updated Jan 7, 2026
One-click install
npx skills add https://github.com/WILLOSCAR/research-units-pipeline-skills --skill claim-matrix-rewriter
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: claim-matrix-rewriter
Source: https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/claim-matrix-rewriter
Command: npx skills add https://github.com/WILLOSCAR/research-units-pipeline-skills --skill claim-matrix-rewriter

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill automates the creation of a claim-evidence matrix, transforming raw evidence packs into a structured index that drives research writing and QA.

Core Features & Use Cases

  • Evidence-First Matrix Generation: Creates a claim-evidence matrix directly from evidence drafts and subsection briefs, ensuring claims are grounded in data.
  • Structured Output: Maintains a consistent, bullet-point format (- Claim:, - Evidence:) for downstream processing and review.
  • Use Case: After gathering evidence for a literature survey, use this Skill to automatically generate the claim-evidence matrix, ensuring each claim is linked to supporting evidence snippets before you start writing the prose.

Quick Start

Use the claim-matrix-rewriter skill to rewrite the claim-evidence matrix from the provided evidence drafts and subsection briefs in the workspace.

Frequently Asked Questions about claim-matrix-rewriter

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate a claim-evidence matrix from raw research notes?

To generate a claim-evidence matrix, this Skill processes raw evidence drafts and subsection briefs to automatically produce a structured index. It links specific research claims directly to supporting evidence snippets, ensuring your matrix is grounded in data before drafting prose.

What is the best way to link citations to evidence for a literature survey?

Linking citations for a literature survey is done by processing subsection briefs alongside a BibTeX file. The Skill validates all citations and generates a structured matrix that maps each research claim to its corresponding evidence pack without including any prose.

Can I use JSONL evidence drafts to structure a research claim matrix?

Yes, you can use JSONL evidence drafts to structure a claim matrix. The Skill reads evidence drafts and subsection briefs in JSONL format to rewrite the matrix, projecting raw evidence packs into a structured, bullet-point format for downstream processing.

Does the claim-matrix-rewriter produce prose for my research paper?

No, the claim-matrix-rewriter does not produce any prose. It specifically generates a structured matrix containing only claims and linked evidence in a consistent bullet-point format, ensuring the output remains a clean index for subsequent writing and QA tasks.

How do I validate citations when building an evidence-driven research matrix?

You can validate citations when building an evidence-driven matrix by processing a ref.bib file alongside your subsection briefs. The Skill ensures all citations within the generated claim matrix are valid and correctly linked to the corresponding evidence data.

What file formats are required to automate research claim and evidence linking?

Automating research claim and evidence linking requires JSONL files for evidence drafts and subsection briefs, a BibTeX file for citations, and a markdown file for the matrix output. The Skill reads these inputs to generate a structured evidence index.