What kind of audit trails does it generate?

It produces detailed documentation and JSONL-formatted logs that track every agent action, document ID, and reasoning step taken during the coding session.

Can I process multiple documents at once?

Yes, the skill includes a batch processing script that allows you to queue multiple documents and assign specific agents or synthesis phases to them.

What is Stage 2 coding in this workflow?

Stage 2 is the systematic phase of qualitative research where established coding structures are applied to a larger corpus of documents after an initial manual pilot phase.

How does this skill ensure research rigor?

The skill enforces 'interpretive pauses' every five documents, prompting the researcher to reflect on emerging patterns and evaluate if the data structure still fits the evidence.

Qualitative Coding Workflow

Name: Qualitative Coding Workflow
Author: linxule

bylinxule

•

データサイエンスとML

Orchestrates systematic document coding for qualitative research through automated batch processing and audit trail generation.

This skill manages the second stage of qualitative research by providing a structured framework for coding documents systematically. It supports parallel theoretical and empirical streams, integrates with specialized agents like @dialogical-coder, and ensures methodological rigor through mandatory interpretive pauses and progress tracking. By automating the technical overhead of batch processing while maintaining human-in-the-loop reflection, it enables researchers to maintain high-quality audit trails and consistent data structures across large datasets.

主な機能

01Comprehensive document status tracking and progress visualization

02Parallel theoretical and empirical analysis streams

03Systematic batch document processing for large datasets

04Automated audit trail and documentation generation

05Enforced interpretive pauses to maintain researcher rigor

062 GitHub stars

ユースケース

01Scaling qualitative document analysis beyond initial manual coding sets

02Generating transparent audit trails for academic research validation

03Synthesizing theoretical literature patterns with empirical field data

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