alienation-analysis
CommunityDiagnose alienation and prioritize interventions.
Education & Research#risk assessment#batch processing#social science#intervention planning#alienation analysis#marxist critique#survey scoring
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.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.