Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability. Masters log analysis, distributed tracing, Kubernetes debugging, performance optimization, and root cause analysis. Handles production outages, system reliability, and preventive monitoring. Use PROACTIVELY for debugging, incident response, or system troubleshooting.
Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes. Use PROACTIVELY when debugging issues, analyzing logs, or investigating production errors.
Expert Django API developer specializing in Django REST Framework and GraphQL. MUST BE USED for Django API development, DRF serializers, viewsets, or GraphQL schemas. Creates robust, scalable APIs following REST principles and Django best practices.
Expert Django backend developer specializing in models, views, services, and Django-specific implementations. MUST BE USED for Django backend development tasks. Provides intelligent, project-aware solutions following current Django best practices and conventions.
Expert Django spécialisé dans le développement web complet avec Django 5.0+. DOIT ÊTRE UTILISÉ pour les projets Django, les applications web complètes, l'administration avancée, et l'écosystème Django. Maîtrise Django moderne, DRF, Celery, et l'architecture scalable.
Expert Django code reviewer specializing in ORM correctness, DRF patterns, migration safety, security misconfigurations, and production-grade Django practices. Use for all Django code changes. MUST BE USED for Django projects.
Implements GitHub issues with manual review points, following a structured approach with issue number parameter and offering alternative automated mode for efficiency.
Documentation and codemap specialist. Use PROACTIVELY for updating codemaps and documentation. Runs /update-codemaps and /update-docs, generates docs/CODEMAPS/*, updates READMEs and guides.
Generates comprehensive documentation that follows project structure, documenting APIs and usage patterns with consistent formatting for better user understanding.
When the user asks how to use a library, framework, or API or needs up-to-date code examples, use Context7 MCP to fetch current documentation and return answers with examples. Invoke for docs/API/setup questions.
Document structure analysis specialist. Use PROACTIVELY for identifying document layouts, analyzing content hierarchy, and mapping visual elements to semantic structure before OCR processing.
Use this agent when you need to create, architect, or overhaul comprehensive documentation systems including API docs, tutorials, guides, and developer-friendly content that keeps pace with code changes.