Development

Expert guidance for building Dash applications with Dash Mantine Components (DMC) v2.4.0. Use when creating dashboards, forms, data visualization apps with DMC. Covers: MantineProvider theming, style props (m, p, c, bg, w, h), Styles API, callbacks (basic, pattern-matching ALL/MATCH/ALLSMALLER, clientside, background), multi-page apps with Dash Pages, charts (LineChart, BarChart, DonutChart), date pickers, modals, and all 90+ components. Triggers on: dash-mantine-components, DMC, MantineProvi...

Master Django-FixiPlug integration workflows. Learn how to build full-stack CRUD applications by orchestrating table, form, state, and fx-attribute plugins together. Essential for working with dj-fixi backends.

Django framework workflow guidelines. Activate when working with Django projects, manage.py, django-admin, or Django-specific patterns.

Comprehensive guide for developing full-stack applications using the Django + Vue.js + React Native starter template. Use this skill when creating new projects from the fullstack-starter-djvurn template, or when working on projects that follow this architecture. Covers: Django app creation, DRF API development, Vue.js components, React Native mobile development, database migrations, API client generation, testing (TDD), type safety (mypy, TypeScript), code quality enforcement, and Docker-bas...

Comprehensive guide for developing full-stack applications using the Django + Vue.js + Flutter starter template. Use this skill when creating new projects from the fullstack-starter-djvurn template, or when working on projects that follow this architecture. Covers: Django app creation, DRF API development, Vue.js components, Flutter mobile development, database migrations, API client generation, testing (TDD), type safety (mypy, TypeScript), code quality enforcement, and Docker-based workflo...

Initialize Django projects for HTTPS development with virtual environments and mkcert SSL certificates

Use when Django REST Framework for building APIs with serializers, viewsets, and authentication. Use when creating RESTful APIs.

Django Redis caching with django-cacheops. This skill should be used when implementing caching, adding cache invalidation, optimizing API performance, modifying models that affect cached data, or debugging cache-related issues in the Django backend.

Django REST Framework patterns. Trigger: When implementing generic DRF APIs (ViewSets, serializers, routers, permissions, filtersets). For Prowler API specifics (RLS/RBAC/Providers), also use prowler-api.

Django REST Framework patterns. Trigger: When implementing generic DRF APIs (ViewSets, serializers, routers, permissions, filtersets). For Prowler API specifics (RLS/RBAC/Providers), also use prowler-api.

Expert Django developer mastering Django 4+ with modern Python practices. Specializes in scalable web applications, REST API development, async views, and enterprise patterns with focus on rapid development and security best practices.

Comprehensive Django best practices covering project structure, models (field choices, Meta options, managers, QuerySets, migrations), views (CBVs vs FBVs, generic views), Django REST Framework (serializers, ViewSets, permissions), forms, templates, security (CSRF, XSS, SQL injection), performance (N+1 queries, select_related, prefetch_related, caching), testing, and common anti-patterns. Essential reference for Django code reviews and development.

Develop production-grade Django applications with models, views, ORM queries, authentication, and admin interfaces. Use when building web applications, managing databases with Django ORM, and implementing authentication systems.

Debug Django REST Framework API issues including serializers, viewsets, permissions, pagination, filtering, and response formatting. Use when troubleshooting API endpoints, serialization errors, permission denials, or unexpected response data.

Configure django-allauth with headless API, MFA, social authentication, and CORS for React frontends. This skill should be used when setting up authentication for a new Django project or adding django-allauth to an existing project that needs a React frontend integration. (project)

Guides the user through distributing Tauri applications for Android, including Google Play Store submission, APK and AAB generation, build configuration, signing setup, and version management.

Implement circuit breaker, retry, timeout, bulkhead, saga, outbox patterns.

Orchestrate gummy-agents across distributed network using 'd' command for load-balanced, multi-host AI development

You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, and e

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.

Compute evolutionary distances and build phylogenetic trees using Biopython Bio.Phylo.TreeConstruction. Use when creating distance matrices from alignments, building NJ/UPGMA trees, or generating bootstrap consensus trees.

Displays 0-based collection indices as 1-based numbers in WPF Slider controls. Use when showing user-friendly slice/page numbers while maintaining 0-based internal indexing.

Use when encountering bugs, test failures, unexpected behavior, errors, or performance problems - dispatches systematic-debugging-agent that enforces 4-phase process (root cause investigation, pattern analysis, hypothesis testing, implementation) to prevent quick-fix attempts and ensure proper debugging

Use when implementing features or adding functionality - dispatches incremental-tdd-agent that enforces ONE test at a time, preventing batch test writing that defeats incremental design discovery. Maintains discipline through entire feature implementation (10+ test cycles)