{"id":29427574,"url":"https://github.com/lmlk-seal/gitbit","last_synced_at":"2026-05-17T02:44:30.154Z","repository":{"id":302149894,"uuid":"1010721501","full_name":"LMLK-seal/GitBit","owner":"LMLK-seal","description":"GitBit is a Python-based GitHub bot that streamlines issue management for repository maintainers.","archived":false,"fork":false,"pushed_at":"2025-06-30T20:19:51.000Z","size":24,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-06-30T21:27:34.483Z","etag":null,"topics":["bot","ci-cd","developer-productivity","devops-tools","github-actions","github-bot","github-marketplace","issue-management","machine-learning","maintainer-tools","open-source-tools","project-management","python","workflow-automation"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/LMLK-seal.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2025-06-29T17:05:31.000Z","updated_at":"2025-06-30T20:19:55.000Z","dependencies_parsed_at":"2025-07-01T17:01:37.055Z","dependency_job_id":null,"html_url":"https://github.com/LMLK-seal/GitBit","commit_stats":null,"previous_names":["lmlk-seal/gitbit"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/LMLK-seal/GitBit","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LMLK-seal%2FGitBit","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LMLK-seal%2FGitBit/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LMLK-seal%2FGitBit/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LMLK-seal%2FGitBit/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/LMLK-seal","download_url":"https://codeload.github.com/LMLK-seal/GitBit/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LMLK-seal%2FGitBit/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":264995856,"owners_count":23695052,"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","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":["bot","ci-cd","developer-productivity","devops-tools","github-actions","github-bot","github-marketplace","issue-management","machine-learning","maintainer-tools","open-source-tools","project-management","python","workflow-automation"],"created_at":"2025-07-12T13:09:27.185Z","updated_at":"2025-10-12T21:06:48.503Z","avatar_url":"https://github.com/LMLK-seal.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# GitBit 🤖\n\n\u003cdiv align=\"center\"\u003e\n  \n  \n  **Intelligent Issue Management Bot for GitHub**\n  \n  *A no-code, easy-to-install GitHub bot that automatically analyzes new issues to suggest labels, assignees, and related issues, saving maintainers valuable time.*\n\n  [![Actions Status](https://github.com/LMLK-seal/GitBit/actions/workflows/gitbit_bot.yml/badge.svg)](https://github.com/LMLK-seal/GitBit/actions)\n  [![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](https://github.com/LMLK-seal/GitBit/blob/main/LICENSE)\n  [![GitHub Marketplace](https://img.shields.io/badge/Marketplace-GitBit-brightgreen)](https://github.com/marketplace/actions/gitbit-intelligent-issue-bot)\n  [![GitHub stars](https://img.shields.io/github/stars/LMLK-seal/GitBit?style=social)](https://github.com/LMLK-seal/GitBit/stargazers)\n\n\u003c/div\u003e\n\n---\n\n## 🌟 Overview\n\nGitBit streamlines repository management by leveraging **Natural Language Processing (NLP)** to automate the tedious aspects of GitHub issue handling. Let our intelligent bot handle the triage while you focus on what matters most—building amazing software.\n\n## ✨ Key Features\n\n| Feature | Description | Benefit |\n|---------|-------------|---------|\n| 🏷️ **Smart Tagging** | Analyzes issue content to suggest relevant labels (`bug`, `documentation`, `feature-request`) | Ensures consistent categorization and improved searchability |\n| 👤 **Assignee Recommendations** | Recommends contributors based on their expertise from previously closed issues | Distributes workload efficiently to the right team members |\n| 🔗 **Automatic Issue Linking** | Scans and links semantically related or duplicate issues | Reduces clutter and centralizes related discussions |\n\n## 🚀 Quick Installation\n\nGet GitBit running in your repository in just **2 minutes** with these simple steps:\n\n### 📋 Prerequisites\n\n- GitHub repository with Issues enabled\n- Repository admin access\n- No coding experience required! \n\n### 🔧 Step 1: Create Workflow File\n\nCreate `.github/workflows/gitbit.yml` in your repository:\n\n```yaml\nname: GitBit Bot\n\non:\n  issues:\n    types: [opened]\n\njobs:\n  run-gitbit:\n    runs-on: ubuntu-latest\n    permissions:\n      issues: write\n      contents: read\n    steps:\n      - name: Run GitBit Intelligent Issue Bot\n        uses: LMLK-seal/GitBit@main\n        with:\n          github-token: ${{ secrets.GITHUB_TOKEN }}\n```\n\n### ⚙️ Step 2: Create Configuration File\n\nCreate `.gitbit.yml` in your repository root:\n\n```yaml\n# GitBit Configuration\n\n# Smart Tagging: Map labels to trigger keywords\ntag_keywords:\n  bug:\n    - error\n    - exception\n    - traceback\n    - panic\n    - crash\n    - fail\n    - broken\n  documentation:\n    - docs\n    - readme\n    - help\n    - example\n    - tutorial\n    - guide\n  feature-request:\n    - feature\n    - enhance\n    - improvement\n    - idea\n    - suggestion\n  performance:\n    - slow\n    - performance\n    - optimization\n    - speed\n  security:\n    - security\n    - vulnerability\n    - exploit\n    - unsafe\n\n# Assignee Recommendations: Analyze recent closed issues\nassignee_rec:\n  max_issues_to_scan: 100\n\n# Issue Linking: Similarity threshold for related issues\nissue_linking:\n  similarity_threshold: 0.7\n```\n\n### ✅ Step 3: Activate\n\n1. **Commit** both files to your repository\n2. **Push** to your main branch\n3. **Done!** GitBit will automatically analyze the next issue opened\n\n## 📊 How It Works\n\n```mermaid\ngraph LR\n    A[New Issue Opened] --\u003e B[GitBit Triggered]\n    B --\u003e C[Analyze Content]\n    C --\u003e D[Check Keywords]\n    C --\u003e E[Scan Contributor History]\n    C --\u003e F[Compare with Existing Issues]\n    D --\u003e G[Label Suggestions]\n    E --\u003e H[Assignee Recommendations]\n    F --\u003e I[Related Issue Links]\n    G --\u003e J[Comment on Issue]\n    H --\u003e J\n    I --\u003e J\n```\n\nGitBit operates as a **reusable GitHub Action**, meaning:\n- 🔄 Always uses the latest version automatically\n- 🛡️ No code duplication in your repository\n- 📈 Continuous improvements without manual updates\n- 🔒 Secure execution in GitHub's infrastructure\n\n## 🎛️ Advanced Configuration\n\n### Label Keywords Configuration\n\nCustomize `tag_keywords` to match your project's labeling system:\n\n```yaml\ntag_keywords:\n  custom-label:\n    - keyword1\n    - keyword2\n  priority-high:\n    - urgent\n    - critical\n    - blocker\n```\n\n### Assignee Recommendation Tuning\n\nAdjust `max_issues_to_scan` based on your repository size:\n- **Small repos (\u003c 100 issues)**: 50-100\n- **Medium repos (100-1000 issues)**: 100-200  \n- **Large repos (\u003e 1000 issues)**: 200-500\n\n### Issue Linking Sensitivity\n\nFine-tune `similarity_threshold`:\n- **0.5-0.6**: More suggestions (higher recall)\n- **0.7-0.8**: Balanced approach (recommended)\n- **0.8-0.9**: Only very similar issues (higher precision)\n\n## 📈 Benefits for Your Team\n\n| Before GitBit | After GitBit |\n|---------------|--------------|\n| ⏰ Manual issue triage | 🤖 Automated suggestions |\n| 🏷️ Inconsistent labeling | 📋 Standardized categorization |\n| 👤 Random assignments | 🎯 Expertise-based matching |\n| 🔍 Manual duplicate detection | 🔗 Automatic issue linking |\n| 📊 Time-consuming maintenance | ⚡ Streamlined workflow |\n\n## 🔧 Troubleshooting\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cstrong\u003e🚫 Bot not responding to new issues\u003c/strong\u003e\u003c/summary\u003e\n\n- Verify workflow file is in `.github/workflows/` directory\n- Check that the workflow has `issues: write` permissions\n- Ensure `.gitbit.yml` exists in repository root\n- Check GitHub Actions tab for error messages\n\u003c/details\u003e\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cstrong\u003e🏷️ No label suggestions appearing\u003c/strong\u003e\u003c/summary\u003e\n\n- Review your `tag_keywords` configuration\n- Ensure keywords match common terms in your issues\n- Check if labels exist in your repository settings\n- Verify keyword case sensitivity\n\u003c/details\u003e\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cstrong\u003e👤 No assignee recommendations\u003c/strong\u003e\u003c/summary\u003e\n\n- Ensure your repository has closed issues with assignees\n- Increase `max_issues_to_scan` value\n- Verify contributors have sufficient commit history\n\u003c/details\u003e\n\n## 🤝 Contributing\n\nWe welcome contributions from the community! Here's how you can help:\n\n### 🛠️ Development Setup\n\n1. **Fork** the repository\n2. **Clone** your fork locally\n3. **Create** a feature branch\n   ```bash\n   git checkout -b feature/amazing-feature\n   ```\n4. **Make** your changes\n5. **Test** thoroughly\n6. **Commit** with descriptive messages\n   ```bash\n   git commit -m \"✨ Add amazing feature\"\n   ```\n7. **Push** to your branch\n   ```bash\n   git push origin feature/amazing-feature\n   ```\n8. **Open** a Pull Request\n\n### 🐛 Reporting Issues\n\nFound a bug? Have a feature request? \n\n1. Check existing issues first\n2. Use our issue templates\n3. Provide detailed reproduction steps\n4. Include relevant configuration files\n\n### 💡 Feature Requests\n\nWe love hearing your ideas! When suggesting features:\n- Explain the use case\n- Describe expected behavior  \n- Consider implementation complexity\n- Provide examples if possible\n\n## 📋 Roadmap\n\n- [ ] 🔍 **Advanced NLP Models**: Implement transformer-based classification\n- [ ] 📊 **Analytics Dashboard**: Track bot performance and insights\n- [ ] 🔄 **Custom Workflows**: Support for complex automation rules\n- [ ] 🌐 **Multi-language Support**: Analyze issues in different languages\n- [ ] 📱 **Slack/Discord Integration**: Notifications for team collaboration\n- [ ] 🎯 **Priority Scoring**: Automatic priority assignment based on content\n\n## 📊 Statistics\n\n\u003cdiv align=\"center\"\u003e\n\n![GitHub repo size](https://img.shields.io/github/repo-size/LMLK-seal/GitBit)\n![GitHub issues](https://img.shields.io/github/issues/LMLK-seal/GitBit)\n![GitHub pull requests](https://img.shields.io/github/issues-pr/LMLK-seal/GitBit)\n![GitHub contributors](https://img.shields.io/github/contributors/LMLK-seal/GitBit)\n\n\u003c/div\u003e\n\n## 📜 License\n\nThis project is licensed under the **MIT License** - see the [LICENSE](LICENSE) file for details.\n\n## 🙏 Acknowledgments\n\n- Built with ❤️ by the open-source community\n- Powered by GitHub Actions\n- NLP capabilities thanks to modern machine learning libraries\n- Special thanks to all contributors and users\n\n## 📞 Support\n\nNeed help? Here are your options:\n\n- 📖 **Documentation**: Check this README and configuration examples\n- 🐛 **Bug Reports**: [Open an issue](https://github.com/LMLK-seal/GitBit/issues/new)\n- 💬 **Discussions**: [GitHub Discussions](https://github.com/LMLK-seal/GitBit/discussions)\n- ⭐ **Feature Requests**: [Request a feature](https://github.com/LMLK-seal/GitBit/issues/new)\n\n---\n\n\u003cdiv align=\"center\"\u003e\n  \n**If GitBit helped streamline your workflow, consider giving us a ⭐!**\n\n*Made with 🤖 by developers, for developers*\n\n\u003c/div\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flmlk-seal%2Fgitbit","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flmlk-seal%2Fgitbit","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flmlk-seal%2Fgitbit/lists"}