alienation-analysis

Community

Diagnose alienation and prioritize interventions.

Authorptreezh
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps researchers assess the severity of alienation across labor, social relations, consumption, and technology using a structured Marxist critique framing, turning qualitative concepts into quantitative diagnostic outputs.

Core Features & Use Cases

  • Alienation Scoring & Severity Diagnosis: Computes separate alienation scores for labor/social/consumption/technology and determines a primary type and an overall severity level with thresholding (e.g., micro/mild/moderate/severe).
  • Dimension-Level Explanation: Produces interpretable dimension scores (e.g., work autonomy/meaning/satisfaction/skill development; relationship quality/support; consumption rationality/materialism/debt; technology dependency/digital wellbeing/balance).
  • Risk Factors & Intervention Priorities: Generates risk-factor lists when indicators cross critical cutoffs and proposes ranked intervention priorities aligned to the primary alienation type, supporting actionable research-to-intervention workflows.
  • Batch Analysis Support: Provides batch processing to return per-individual results plus summary statistics (means/medians and distributions of types and severity levels).

Quick Start

Use the alienation-analysis skill to analyze the provided phenomenon indicators in your prompt and return the primary alienation type, severity level, risk factors, and intervention priorities.

Dependency Matrix

Required Modules

pandasnumpyscipyscikit-learnjiebamatplotlibseabornnetworkx

Components

scripts

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: alienation-analysis
Download link: https://github.com/ptreezh/sscisubagent-skills/archive/main.zip#alienation-analysis

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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