Does this skill require specific MCP servers?

Yes, it is optimized for the @modelcontextprotocol/server-sequential-thinking and @lotus-wisdom/mcp-server, but includes a native fallback for environments where these aren't configured.

When should I use Qual-Reflection instead of standard Claude prompts?

Use it when you encounter complex 'both/and' patterns in your research data or when you need a rigorous, documented trail of your analytical decision-making process.

How do I trigger the reflection skill in Claude Code?

You can use the command `/skill:qual-reflection` followed by your prompt, or specify a mode using flags like `--mode think` or `--mode wisdom`.

What is the difference between Sequential Thinking and Lotus Wisdom modes?

Sequential Thinking is optimized for step-by-step logic and analytical planning, while Lotus Wisdom is specifically designed to handle dialectical tensions and contradictions in qualitative data.

Qualitative Reflection & Reasoning

Name: Qualitative Reflection & Reasoning
Author: linxule

bylinxule

•

Data Science & ML

Facilitates deep analytical reasoning and navigates theoretical paradoxes in qualitative research using systematic thinking and dialectical wisdom.

Qual-reflection is a specialized capability for Claude Code designed for researchers and analysts facing complex methodological hurdles in qualitative data. By integrating Model Context Protocol (MCP) tools like Sequential Thinking and Lotus Wisdom, it provides a structured framework for breaking down theoretical problems and resolving 'both/and' contradictions within datasets. Whether you are planning a theoretical sampling strategy or reconciling conflicting participant narratives, this skill acts as an epistemic partner to help you move past analytical blocks and achieve deeper interpretive insights through systematic analysis and non-dual recognition.

Key Features

01Seamless integration with qual-coding and scholarly-companion skills

02Sequential Thinking for systematic, step-by-step methodological planning

032 GitHub stars

04Lotus Wisdom mode for navigating paradoxes and contradictions in data

05Automatic mode detection based on researcher prompt complexity

06Robust fallback to native reasoning for environments without MCP servers

Use Cases

01Breaking down abstract theoretical problems into actionable analytical steps

02Planning complex theoretical sampling strategies to reach data saturation

03Resolving contradictory findings, such as participants describing simultaneous empowerment and alienation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add linxule/interpretive-orchestration qual-reflection

For use in Claude.ai and ChatGPT

Download Skill