# Dynamic Highscores - Todo List

## Analysis and Planning
- [x] Extract and analyze uploaded framework files
- [x] Examine leaderboard component structure and functionality
- [x] Examine dashboard component structure and functionality
- [x] Analyze requirements.txt files for dependencies

## Database Schema Design
- [x] Design schema for user authentication and tracking
- [x] Design schema for benchmark datasets
- [x] Design schema for model submissions and evaluations
- [x] Design schema for tagging system (Merge, Agent, Reasoning, Coding, etc.)
- [x] Design schema for daily submission limits

## User Authentication System
- [x] Implement HuggingFace login integration
- [x] Create user profile management
- [x] Implement special privileges for admin account

## Benchmark Selection Interface
- [x] Create interface for browsing HuggingFace datasets
- [x] Implement dataset loading functionality
- [x] Create dataset preview and selection UI

## Model Evaluation Queue System
- [x] Implement CPU-only evaluation system
- [x] Create queue management for benchmark submissions
- [x] Implement daily submission limit (1 per day per user)
- [x] Add admin override for submission limits

## Leaderboard with Filtering
- [x] Implement unified leaderboard for all models
- [x] Add tag-based filtering (Merge, Agent, Reasoning, Coding)
- [x] Implement sorting and searching functionality
- [x] Create visualization components for benchmark results

## Integration
- [x] Combine dashboard and leaderboard components
- [x] Create unified UI with consistent styling
- [x] Implement navigation between different sections
- [x] Ensure proper data flow between components

## Testing and Deployment
- [x] Test user authentication flow
- [x] Test benchmark selection and submission
- [x] Test leaderboard filtering and visualization
- [x] Prepare for deployment on HuggingFace Spaces