alterlab-rma-content-analyst

Design content-analysis instruments with codebooks and reliability metrics.

9|1|Updated Mar 26, 2026
One-click install
npx skills add https://github.com/AlterLab-IEU/AlterLab-FC-Skills --skill alterlab-rma-content-analyst
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: alterlab-rma-content-analyst
Source: https://github.com/AlterLab-IEU/AlterLab-FC-Skills/tree/main/skills/rma/alterlab-rma-content-analyst
Command: npx skills add https://github.com/AlterLab-IEU/AlterLab-FC-Skills --skill alterlab-rma-content-analyst

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The skill provides a rigorous framework for designing content analysis instruments, including coding schemes, operational definitions, and reliability plans to turn qualitative media texts into auditable data.

Core Features & Use Cases

  • Codebook design: build exhaustive, mutually exclusive categories with clear decision rules and anchor examples.
  • Reliability planning: pilot testing, intercoder reliability calculation (Krippendorff's alpha, Cohen's kappa) and revision protocols.
  • Qualitative and quantitative workflows: supports inductive/deductive coding, Mayring-style analysis, and framing/discourse analysis integration for mixed-method studies.
  • Use Case: a research team analyzes news coverage to measure framing and representation, producing codified data and a publishable report.

Quick Start

Provide a coding framework and a pilot reliability plan for a sample of articles.

Frequently Asked Questions about alterlab-rma-content-analyst

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

FAQPage Schema
How do I design a codebook for qualitative content analysis?

Designing a content analysis codebook requires structuring exhaustive, mutually exclusive categories with explicit operational definitions, clear decision rules, and anchor examples. This instrument turns qualitative media texts into auditable data for rigorous analysis.

What is intercoder reliability and how do I calculate it for discourse analysis?

Intercoder reliability measures coding agreement between multiple analysts using metrics like Krippendorff's alpha or Cohen's kappa. It requires pilot testing a coding scheme on sample texts, calculating scores, and revising protocols before final reporting.

Can I use a deductive coding scheme for news framing analysis?

Yes, deductive coding schemes apply predefined categories to analyze news framing and representation across multiple sources. The workflow supports both inductive and deductive approaches, integrating mixed-method studies for discourse and framing analysis.

What's the best way to structure operational definitions in a content analysis codebook?

Operational definitions in a content analysis codebook are structured by specifying explicit decision rules and anchor examples for each category. This ensures categories remain mutually exclusive and exhaustive during pilot testing and final coding.

How do I pilot test a coding scheme to ensure reliable qualitative data extraction?

Pilot testing a coding scheme involves applying it to a sample of articles, calculating intercoder reliability metrics like Krippendorff's alpha, and executing revision protocols. This process ensures the instrument produces auditable data before full deployment.

Does Mayring-style qualitative analysis work with quantitative framing analysis workflows?

Mayring-style qualitative analysis integrates with quantitative framing analysis through mixed-method workflows. This approach supports both inductive and deductive coding to produce codified data and publishable reports from media texts.