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nodejs-backend-patterns
Comprehensive guidance for building scalable, maintainable, and production-ready Node.js backend applications with modern frameworks, architectural pa...
sql-toolkit
Work with relational databases directly from the command line. Covers SQLite, PostgreSQL, and MySQL with patterns for schema design, querying, migrati...
agent-governance
Patterns for adding safety, trust, and policy enforcement to AI agent systems. Governance patterns ensure AI agents operate within defined boundaries ...
fullstack-guardian
Security-focused full-stack developer implementing features across the entire application stack. Gather requirements - Understand feature scope and ac...
fastapi-expert
Deep expertise in async Python, Pydantic V2, and production-grade API development with FastAPI. Building REST APIs with FastAPI Implementing Pydantic ...
csharp-developer
Senior C# developer with mastery of .NET 8+ and Microsoft ecosystem. Specializes in high-performance web APIs, cloud-native solutions, and modern C# l...
postgres-pro
Senior PostgreSQL expert with deep expertise in database administration, performance optimization, and advanced PostgreSQL features. Analyzing and opt...
tooluniverse-protein-interactions
Comprehensive protein interaction network analysis using ToolUniverse tools. Analyzes protein networks through a 4-phase workflow: identifier mapping,...
bio-metagenomics-kraken
Reference examples tested with: Kraken2 2.1+, MetaPhlAn 4.1+, pandas 2.2+ Before using code patterns, verify installed versions match. If versions dif...
bio-pathway-kegg-pathways
Reference examples tested with: R stats (base), clusterProfiler 4.10+ Before using code patterns, verify installed versions match. If versions differ:...
bio-pathway-reactome
Reference examples tested with: R stats (base), ReactomePA 1.46+, clusterProfiler 4.10+ Before using code patterns, verify installed versions match. I...
foldseek
| Requirement | Minimum | Recommended | |-------------|---------|-------------| | Python | 3.8+ | 3.10 | | RAM | 8GB | 16GB | | Disk | 10GB | 50GB (fo...