thematic-analysis

Analyze qualitative datasets through six-phase thematic analysis workflows.

1|1|Updated Jun 11, 2026

Search Tags:#research #analysis #coding #transcripts #qualitative #thematic

Ready to run

npx skills add https://github.com/valtterimelkko/agent-workflow-skills --skill thematic-analysis-valtterimelkko

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: thematic-analysis
Source: https://github.com/valtterimelkko/agent-workflow-skills/tree/main/skills/thematic-analysis
Command: npx skills add https://github.com/valtterimelkko/agent-workflow-skills --skill thematic-analysis-valtterimelkko

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill solves the challenge of conducting systematic, transparent, and rigorous qualitative analysis within a conversational AI environment, preventing ad-hoc or biased interpretation of text data.

Core Features & Use Cases

Systematic Coding: Implements a structured six-phase workflow for familiarization, coding, and theme development.
Collaborative Interpretation: Facilitates a human-in-the-loop process where the agent handles autonomous data processing while the user drives interpretive decisions.
Use Case: Use this when analyzing interview transcripts, focus group recordings, or open-ended survey responses to identify emergent patterns and develop a final research report.

Quick Start

Upload your qualitative data files and ask the agent to initiate the thematic analysis workflow to begin the familiarization and coding phases.

Frequently Asked Questions about thematic-analysis

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

FAQPage Schema

How do I conduct thematic analysis on interview transcripts?▼

To conduct thematic analysis on interview transcripts, this skill implements a structured six-phase workflow for data familiarization, systematic coding, and theme development. It supports both reflexive and codebook-based analytical approaches to identify patterns.

What is the best way to code qualitative survey responses?▼

The best way to code qualitative survey responses is using a human-in-the-loop process where the agent handles autonomous data processing while the user drives interpretive decisions. This ensures systematic, transparent, and rigorous analysis.

Can I use reflexive thematic analysis for text corpora?▼

Yes, you can use reflexive thematic analysis for text corpora. The skill supports both reflexive and codebook-based analytical approaches, integrating conversational feedback loops to ensure analytical transparency throughout the research process.

Does thematic analysis work with focus group recordings?▼

Thematic analysis works with focus group recordings by processing the transcribed text to identify emergent patterns. You simply upload your qualitative data files and ask the agent to initiate the thematic analysis workflow.

How do I start the six-phase qualitative coding process?▼

To start the six-phase qualitative coding process, upload your qualitative data files and ask the agent to initiate the thematic analysis workflow. This begins the familiarization phase and progresses through systematic coding and theme development.

Why use conversational AI for qualitative data analysis?▼

Using conversational AI for qualitative data analysis prevents ad-hoc or biased interpretation of text data by enforcing a systematic, transparent, and rigorous process. It facilitates collaborative interpretation through a human-in-the-loop feedback loop.