humanize-academic-writinglisted

# Humanize Academic Writing for Social Sciences ## Academic Integrity Statement **Purpose**: This skill helps researchers improve the quality and naturalness of their **own original ideas** expressed through AI-assisted writing tools. **Ethical Use**: - ✅ Revising AI-drafted text based on your own research and ideas - ✅ Improving writing quality for non-native English speakers - ✅ Learning better academic writing patterns - ❌ Using AI to generate ideas you don't understand - ❌ Submitting work that doesn't represent your intellectual contribution **Principle**: The goal is authentic scholarly communication, not deception. --- ## Target Audience Non-native English speakers in social sciences (sociology, anthropology, political science, education, psychology) who: - Have original ideas and research - Used AI tools to draft their text - Need to humanize the writing style - Want to reduce obvious AI patterns --- ## When to Use This Skill - User has AI-generated draft based on their own ideas - Text feels "too perfect," mechanical, or repetitive - Need to reduce AI detection markers - Want authentic academic voice for social science writing - Paragraph transitions feel robotic - Language is overly abstract without concrete examples --- ## Core Workflow ### Step 1: Analyze the Text First, run the AI detection analyzer to identify problematic patterns: ```bash python scripts/ai_detector.py input.txt ``` The analyzer identifies: - Repetitive sentence structures and l