What is the Qualitative Coding Workflow skill?

It is a specialized capability for Claude Code designed to manage the systematic processing and coding of documents in qualitative research projects.

Can I track the status of specific documents?

Yes, the skill includes scripts to track whether documents are pending, in-progress, coded, reviewed by a human, or finalized.

When should I start using this coding workflow?

This skill is intended for Stage 2 of the research process, after you have manually coded at least 10 documents and established an initial data structure.

What agents does this skill integrate with?

It primarily orchestrates the @dialogical-coder for empirical analysis and @scholarly-companion for theoretical pattern extraction.

How does the skill ensure research rigor?

It enforces 'interpretive pauses' every few documents to prompt researcher reflection and generates detailed audit trails that document the AI's reasoning process.

Qualitative Coding Workflow

Name: Qualitative Coding Workflow
Author: linxule

bylinxule

•

Data Science & ML

Orchestrates systematic document coding, progress tracking, and audit trail generation for qualitative research projects.

This skill manages the systematic coding phase of qualitative research, coordinating between theoretical and empirical analysis streams. It enables researchers to process document batches using specialized agents while maintaining rigorous oversight through enforced interpretive pauses and comprehensive audit trails. By automating the tracking of document statuses and generating analytical memos, it ensures that AI-assisted research remains transparent, reproducible, and deeply grounded in the data.

Key Features

01Batch processing orchestration for systematic document analysis

02Automated generation of audit trails and conversation logs

03Enforced interpretive pauses to ensure human-in-the-loop reflection

04Real-time document status tracking from pending to finalized

05Dual-stream integration for theoretical and empirical coding

062 GitHub stars

Use Cases

01Scaling qualitative analysis after completing manual pilot coding

02Generating transparent methodology documentation for academic publications

03Managing large-scale systematic literature reviews or interview transcript analysis

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add linxule/interpretive-orchestration coding-workflow

For use in Claude.ai and ChatGPT

Download Skill