thematic-analysis

Code qualitative data through open, axial, and selective coding workflows.

13|4|Updated Mar 14, 2026

Search Tags:#coding #transcripts #thematic-analysis #qualitative #codebook #inter-rater-reliability

Ready to run

npx skills add https://github.com/henrique-simoes/Istara --skill thematic-analysis

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: thematic-analysis
Source: https://github.com/henrique-simoes/Istara/tree/main/skills/define/thematic-analysis
Command: npx skills add https://github.com/henrique-simoes/Istara --skill thematic-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Thematic analysis provides a rigorous, transparent approach to coding qualitative data, enabling researchers to build a consistent codebook and improve inter-rater reliability.

Core Features & Use Cases

Structured Coding Pipeline: open → axial → selective coding to derive themes from data.
Codebook Management: maintain and harmonize coding schemas across team members.
Reliability & Reporting: supports inter-rater checks and generates structured outputs (nuggets, facts, insights, and recommendations).

Quick Start

Load your transcripts and context, then run the thematic-analysis workflow to generate a codebook, apply coding, and produce structured insights.

Frequently Asked Questions about thematic-analysis

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

FAQPage Schema

How do I code qualitative transcripts systematically to derive themes?▼

To code qualitative transcripts systematically, apply a structured open, axial, and selective coding pipeline to derive themes, manage a harmonized codebook, and generate structured insights with confidence scores.

What is the best way to improve inter-rater reliability for qualitative coding?▼

Improve inter-rater reliability for qualitative coding by using a structured workflow that maintains a consistent codebook and supports reliability checks across team members during the coding process.

Can I use thematic analysis for open-ended survey responses and interview transcripts?▼

Yes, thematic analysis can be applied to open-ended survey responses, interview transcripts, and any qualitative data requiring open, axial, and selective coding to generate actionable reports.

How does axial and selective coding work in a qualitative data analysis pipeline?▼

Axial and selective coding work by following initial open coding to systematically aggregate qualitative data into cohesive themes, validated against sources and output as structured nuggets, facts, and insights.

Do I need a predefined codebook before starting qualitative thematic analysis?▼

You do not need a predefined codebook; the thematic analysis workflow can generate a codebook from your loaded transcripts and context, then apply and harmonize the coding schema across team members.

What limitations should I expect when coding qualitative data at scale?▼

When coding qualitative data at scale, limitations depend on the clarity of loaded transcripts and context, as the workflow requires validation against sources to produce accurate confidence scores and actionable recommendations.