Will these rules block my research progress?

No, the system uses 'graduated friction' like nudges and challenges to ensure you stay methodologically consistent without strictly blocking your interpretive freedom.

What research methodologies are supported?

The skill includes built-in presets for Gioia & Corley, Charmaz Constructivist, Straussian and Glaserian Grounded Theory, Phenomenology, and Ethnography, plus a custom option.

What is case isolation in this context?

Case isolation keeps data from different subjects or organizations separate during early analysis to prevent premature comparison or contamination before the cross-case synthesis phase.

Does it track my methodological deviations?

Yes, every time a rule is challenged or overridden, the skill logs the event to a reflexivity journal to ensure your research audit trail remains intact.

How do rules change as my project evolves?

The skill is phase-aware; for example, it may enforce strict boundaries during Stage 1 coding but automatically suggest relaxing those rules when you move to Stage 2 synthesis.

Qualitative Research Methodological Rules

Name: Qualitative Research Methodological Rules
Author: linxule

bylinxule

•

Data Science & ML

Ensures methodological rigor in qualitative research by enforcing isolation rules and phase-aware guidance through specialized AI agents.

This skill provides a structured framework for maintaining methodological integrity during AI-assisted qualitative research. By implementing presets for popular methodologies like Gioia & Corley, Charmaz, and Grounded Theory, it establishes essential boundaries such as case, wave, and stream isolation to prevent analytical contamination. The system utilizes a unique 'graduated friction' approach, offering reminders and challenges rather than rigid blocks, allowing researchers to maintain interpretive authority while ensuring their analytical journey remains systematic, transparent, and aligned with academic standards.

Key Features

01Phase-aware guidance that automatically adapts rules as the research project progresses

02Graduated friction system (Nudge, Challenge, Hard Stop) to guide researcher behavior

03Pre-configured methodology presets including Gioia, Charmaz, and Grounded Theory

04Dynamic isolation rules for cases, longitudinal waves, and theoretical streams

05Automatic reflexivity logging to track methodological decisions and rule overrides

062 GitHub stars

Use Cases

01Conducting longitudinal research requiring strict separation between data collection waves to preserve temporal integrity

02Implementing specific grounded theory frameworks with automated coding vocabulary and philosophical alignment

03Managing multi-case studies to prevent cross-case contamination during initial open coding stages

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add linxule/interpretive-orchestration qual-methodological-rules

For use in Claude.ai and ChatGPT

Download Skill