{"id":31044634,"url":"https://github.com/genzrizzcode/choice-easy","last_synced_at":"2025-09-14T15:13:55.922Z","repository":{"id":307001481,"uuid":"1027924499","full_name":"genZrizzCode/Choice-Easy","owner":"genZrizzCode","description":"Simplifies choice making I guess","archived":false,"fork":false,"pushed_at":"2025-07-28T21:37:15.000Z","size":133,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-07-28T23:26:15.869Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"TypeScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/genZrizzCode.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-07-28T18:34:30.000Z","updated_at":"2025-07-28T21:50:06.000Z","dependencies_parsed_at":"2025-07-28T23:26:17.367Z","dependency_job_id":"e8ac0386-bd00-4ea0-8477-a8a68f56941c","html_url":"https://github.com/genZrizzCode/Choice-Easy","commit_stats":null,"previous_names":["genzrizzcode/choice-easy"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/genZrizzCode/Choice-Easy","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/genZrizzCode%2FChoice-Easy","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/genZrizzCode%2FChoice-Easy/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/genZrizzCode%2FChoice-Easy/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/genZrizzCode%2FChoice-Easy/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/genZrizzCode","download_url":"https://codeload.github.com/genZrizzCode/Choice-Easy/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/genZrizzCode%2FChoice-Easy/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":275122159,"owners_count":25409188,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-14T02:00:10.474Z","response_time":75,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-09-14T15:13:51.773Z","updated_at":"2025-09-14T15:13:55.908Z","avatar_url":"https://github.com/genZrizzCode.png","language":"TypeScript","readme":"# ChoiceEasy - AI-Powered Decision Maker\n\nA cross-platform mobile and web app that helps you make decisions by using AI to filter out bad choices and randomly selecting from the good ones.\n\n## Features\n\n- **Input 7 Choices**: Add up to 7 different options you're considering\n- **AI Filtering**: The app uses intelligent heuristics to identify and filter out poor choices\n- **Random Selection**: From the remaining good choices, the app randomly selects one for you\n- **Cross-Platform**: Works on iOS, Android, and Web browsers\n- **Modern UI**: Clean, intuitive interface with visual feedback\n\n## How It Works\n\n1. **Add Choices**: Enter up to 7 different options you're considering\n2. **AI Evaluation**: The app analyzes each choice using keyword-based heuristics to identify good vs bad options\n3. **Filtering**: Poor choices (containing negative keywords, too short, etc.) are automatically filtered out\n4. **Random Selection**: From the remaining good choices, one is randomly selected as your final decision\n\n## AI Evaluation Criteria\n\nThe app evaluates choices based on:\n- **Negative Keywords**: Choices containing words like \"nothing\", \"skip\", \"avoid\", \"bad\", \"terrible\", etc. are filtered out\n- **Positive Keywords**: Choices with words like \"good\", \"great\", \"excellent\", \"love\", \"enjoy\", etc. are prioritized\n- **Length**: Very short choices (less than 3 characters) are considered poor options\n- **Neutral Choices**: Options without clear positive or negative indicators are treated as good by default\n\n## Getting Started\n\n### Prerequisites\n\n- Node.js (version 16 or higher)\n- npm or yarn\n- For mobile development: Expo Go app on your device\n\n### Installation\n\n1. Clone or download this project\n2. Navigate to the project directory:\n   ```bash\n   cd ChoiceEasy\n   ```\n\n3. Install dependencies:\n   ```bash\n   npm install\n   ```\n\n### Running the App\n\n#### Web Version\n```bash\nnpm run web\n```\nThis will open the app in your default web browser.\n\n#### Mobile Development\n1. Install the Expo Go app on your iOS or Android device\n2. Run the development server:\n   ```bash\n   npm start\n   ```\n3. Scan the QR code with Expo Go (iOS: Camera app, Android: Expo Go app)\n\n#### iOS Simulator (macOS only)\n```bash\nnpm run ios\n```\n\n#### Android Emulator\n```bash\nnpm run android\n```\n\n## Usage\n\n1. **Add Choices**: Type your options in the input field and tap the \"+\" button\n2. **Review**: See all your choices listed with numbers\n3. **Evaluate**: Tap \"Evaluate \u0026 Choose\" when you have at least 2 choices\n4. **Result**: The app will show you the selected choice with visual indicators for good/bad options\n5. **Reset**: Use the \"Reset\" button to start over\n\n## Technical Details\n\n- **Framework**: React Native with Expo\n- **Language**: TypeScript\n- **UI Components**: React Native Paper and Expo Vector Icons\n- **Platforms**: iOS, Android, Web\n- **AI Implementation**: Custom-built AI with advanced NLP techniques\n\n## AI Features\n\nThe app uses a sophisticated custom AI that evaluates choices based on:\n\n- **Sentiment Analysis**: 200+ positive and negative words\n- **Action Analysis**: Evaluates constructive vs harmful actions\n- **Context Analysis**: Considers social, health, and safety contexts\n- **Length \u0026 Complexity**: Analyzes choice quality and variety\n- **Confidence Scoring**: Dynamic confidence based on evaluation strength\n\nNo external API keys or dependencies required!\n\n## Future Enhancements\n\n- Integration with real AI APIs (OpenAI, Google AI, etc.)\n- More sophisticated choice evaluation algorithms\n- User accounts and choice history\n- Custom evaluation criteria\n- Export/share results\n\n## Contributing\n\nFeel free to submit issues and enhancement requests!\n\n## License\n\nThis project is open source and available under the MIT License. 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