agent-coordination
Master guide to orchestrating the multi-agent system for rapid, TDD-driven feature development with guaranteed code quality and audit trails
api-design-patterns
Design RESTful APIs with proper HTTP methods, status codes, pagination, filtering, error responses, and OpenAPI documentation. Follows FastAPI best practices with Pydantic validation.
artifact-management
Complete guide to the artifact trail system - plans directory structure, templates, and best practices for documenting feature implementations
code-review-checklist
Systematic code review using quality gates, SOLID principles, error handling patterns, and test coverage analysis. Provides structured feedback with severity levels and actionable improvements.
database-migration
Database migrations with Alembic - forward scripts, rollbacks, testing, zero-downtime deployment
database-optimization
Optimize SQL queries, analyze indexes, review Alembic migrations, and identify N+1 problems. Provides query execution plans, index recommendations, and migration best practices for SQLAlchemy async.
docker-best-practices
Create optimized Dockerfiles with multi-stage builds, security hardening, layer caching, and health checks. Includes docker-compose patterns for development and production environments.
fastapi-async-patterns
Create async FastAPI endpoints with proper error handling, dependency injection, service/repository patterns, and type safety. Includes async database queries, pagination, filtering, and Gemini integration.
frontend-analyzer
Analyze React/Next.js components to extract typography, colors, layout, fonts, spacing systems, and design tokens. Identifies accessibility issues, responsive breakpoints, and component hierarchies.
internet-search
Web research and internet search — source trust hierarchy, structured API patterns for general web (DuckDuckGo, Wikipedia, Jina Reader), tech community (Stack Overflow, Hacker News, Reddit, Dev.to), official vendor docs, academic databases (Semantic Scholar, CrossRef, arXiv), GitHub search, package registries, and remote sensing data sources. All sources are free and require no API key. Covers query construction, site-scoped search, parallel search strategy, and result synthesis.
nextjs-seo-optimization
Implement SEO best practices in Next.js applications. Includes metadata, Open Graph tags, canonical URLs, sitemap generation, schema markup, and performance optimization for search ranking.
orchestration-workflow
Practical step-by-step walkthrough for orchestrating features end-to-end using the multi-agent system, from planning through deployment
performance-optimization
Performance optimization - query analysis, N+1 detection, caching, indexing strategies
playwright-e2e-testing
Write end-to-end tests with Playwright for web applications. Includes fixtures, page objects, test templates, visual regression testing, and accessibility audits.
prompt-improver
Improve prompts for AI agents and Telegram bots using OpenAI's prompt engineering best practices. Analyzes clarity, specificity, context, and output format. Returns structured improvements.
security-audit
Security audit and vulnerability detection - OWASP Top 10, input validation, injection attacks
tdd-with-agents
Comprehensive TDD enforcement guide — RED→GREEN→REFACTOR cycle across backend, frontend, and database agents
web-ui-analysis
Analyze web interfaces for UX issues, accessibility compliance (WCAG 2.1), color contrast, typography hierarchy, responsive design, and Core Web Vitals. Returns actionable improvements with code examples.