Which Claude models are recommended for this skill?

While Claude 3.5 Sonnet is excellent for data processing and coding, Claude 3 Opus is recommended for the high-level reasoning required in theoretical casing and final synthesis phases.

Can I use this for non-sociological research?

Yes, while designed for sociology, the abductive workflow is highly effective for any qualitative research in social sciences, humanities, or market research where theoretical depth is required.

What is abductive analysis in the context of this skill?

Abductive analysis is a qualitative method that starts with surprising observations and works backward to construct theoretical explanations, moving away from simple induction or deduction.

How does this differ from Grounded Theory?

Unlike Grounded Theory, which often seeks to minimize prior theoretical influence, this skill uses 'theoretical sensitivity'—preparing with existing theories to better recognize when data contradicts expectations.

What are 'map' and 'compass' theories?

'Map' theories are substantive middle-range theories specific to a research subfield, while 'compass' theories are broader frameworks of social life like interactionism or practice theory.

Abductive Qualitative Analyst

Name: Abductive Qualitative Analyst
Author: nealcaren

bynealcaren

•

データサイエンスとML

Guides researchers through systematic, theory-driven qualitative interview analysis to identify anomalies and generate novel theoretical insights.

This skill transforms Claude into a specialized qualitative research assistant based on the abductive analysis methodology developed by Timmermans and Tavory. Unlike traditional inductive approaches, it emphasizes 'theoretical sensitivity,' helping researchers use existing academic frameworks to identify data anomalies and surprising patterns that lead to theoretical innovation. The skill provides a rigorous, 6-phase workflow—from initial theoretical preparation and multi-lens 'casing' to intensive memo writing and rhetorical drafting—enabling social scientists to move beyond simple description toward high-impact sociological contributions.

主な機能

01Anomaly and variation detection to identify generative puzzles in data

029 GitHub stars

03Recursive memo writing tools for mechanism-based theory development

04Structured 6-phase workflow from theoretical prep to publication drafting

05Rhetorical abduction templates for structuring academic journal articles

06Systematic theoretical casing using multiple 'map' and 'compass' frameworks

ユースケース

01Structuring qualitative findings for publication using the 'rhetorical abduction' framework

02Analyzing sociological interview transcripts to discover novel theoretical patterns

03Synthesizing complex theoretical literatures to create sensitizing research questions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nealcaren/social-data-analysis abductive-analyst

For use in Claude.ai and ChatGPT

Download Skill