S.A.L.T. (Same As Last Time) 🧂 Hackathon Cheating Detection Actor S.A.L.T. detects potential cheating in hackathon submissions by analyzing: - 📊 GitHub commit history - Checks if commits were made before, during, or after the hackathon - 👥 Team member history - Searches for past submissions by team members - 🎥 Video timestamps - Verifies YouTube/Loom upload dates - 🔍 Project reuse patterns - Identifies recycled projects ## Features - Supports Devfolio and Devpost hackathon platforms - Analyzes single projects or entire hackathons - Generates suspicion scores (0-100) - Produces detailed HTML reports and structured data ## Verdicts - ✅ LIKELY CLEAN - No suspicious activity detected - 🔍 NEEDS REVIEW - Some flags detected, manual review recommended - ⚠️ SUSPICIOUS - Multiple red flags found - 🚨 HIGH RISK - Strong indicators of rule violations ## Usage 1. Select analysis mode (single project or hackathon scan) 2. Provide the project/hackathon URL 3. Enter hackathon start and end dates 4. (Optional) Add GitHub token for higher API limits 5. Run the Actor! ## Output - Flagged Projects - Table of suspicious submissions sorted by score - Summary - Quick overview of all analyzed projects - Full Report - Complete analysis with team and video details - HTML Report - Visual report for easy sharing