claim-evidence-matrix

Generate a claim-evidence matrix linking research outline subsections to supporting papers.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps researchers explicitly link claims made in their work to supporting evidence from literature, ensuring auditable and verifiable research before prose is written.

Core Features & Use Cases

  • Claim Generation: Creates verifiable claims for each subsection of a research outline.
  • Evidence Mapping: Links claims to specific papers and their relevant sections or findings.
  • Use Case: Before writing a literature survey, use this Skill to generate a matrix that lists the key claims for each topic and identifies the papers that support each claim, along with their bibkeys for easy citation.

Quick Start

Use the claim-evidence-matrix skill to build a claim-evidence matrix from the outline and paper notes.

Frequently Asked Questions about claim-evidence-matrix

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

FAQPage Schema
How do I map claims to evidence before writing a literature review?

To map claims to evidence before writing a literature review, you can generate a claim-evidence matrix from your research outline and paper notes. This matrix explicitly links subsections to relevant papers, identifying key themes and evidence levels.

What is a claim-evidence matrix and how does it support structured research?

A claim-evidence matrix is a structured mapping that links research claims to supporting literature. It supports structured research by generating verifiable claims for each subsection and ensuring all assertions are evidence-backed before prose generation.

How do I generate verifiable claims from my research outline and paper notes?

You generate verifiable claims from a research outline by using a matrix to suggest claims based on research questions and comparison axes. It then links these claims to specific papers and their relevant findings, including bibkeys for easy citation.

Can I use a claim-evidence matrix to ensure my research claims are backed by literature?

Yes, you can use a claim-evidence matrix to ensure research claims are backed by literature. It creates an auditable link between claims and supporting evidence, mapping subsections to relevant papers and identifying evidence levels before writing begins.

What is the best way to structure paper notes for evidence mapping in a literature survey?

The best way to structure paper notes for evidence mapping is to align them with your research outline. The matrix uses these structured notes to identify key themes, suggest claims based on research questions, and match papers to specific subsections.

When do I need a claim-evidence matrix for my academic writing workflow?

You need a claim-evidence matrix for academic writing when you want to ensure your literature survey is auditable and verifiable before drafting text. It is used to explicitly link assertions to supporting literature and prevent unsupported claims in your prose.